From d006e31dcdbeba307b0d1692f99b9d5bd88fb070 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 7 May 2024 15:45:30 +0100 Subject: [PATCH 01/70] implemented ATLAS Z > l+ l- abs rapidity at 8 TEV --- .../new_commondata/ATLAS_Z0_8TEV/data.yaml | 8 ++ .../new_commondata/ATLAS_Z0_8TEV/filter.py | 91 +++++++++++++++ .../ATLAS_Z0_8TEV/filter_utils.py | 108 ++++++++++++++++++ .../ATLAS_Z0_8TEV/kinematics.yaml | 85 ++++++++++++++ .../ATLAS_Z0_8TEV/metadata.yaml | 59 ++++++++++ .../HEPData-ins2698794-v1-Table_9.yaml | 71 ++++++++++++ .../ATLAS_Z0_8TEV/rawdata/zy.txt | 7 ++ .../ATLAS_Z0_8TEV/uncertainties.yaml | 79 +++++++++++++ 8 files changed, 508 insertions(+) create mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/data.yaml create mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter.py create mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter_utils.py create mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/kinematics.yaml create mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml create mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/HEPData-ins2698794-v1-Table_9.yaml create mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/zy.txt create mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/uncertainties.yaml diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/data.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/data.yaml new file mode 100644 index 0000000000..37eadd5649 --- /dev/null +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/data.yaml @@ -0,0 +1,8 @@ +data_central: +- 353.152 +- 345.985 +- 336.195 +- 322.483 +- 303.973 +- 273.198 +- 173.171 diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter.py new file mode 100644 index 0000000000..17f2c7c44a --- /dev/null +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter.py @@ -0,0 +1,91 @@ + +import yaml +import numpy as np + +from filter_utils import get_kinematics, get_data_values, get_systematics + + +def filter_ATLAS_Z0_8TEV_data_kinetic(): + """ + writes data central values and kinematics + to respective .yaml file + """ + kin = get_kinematics() + central_values = get_data_values() + + data_central_yaml = {"data_central": central_values} + kinematics_yaml = {"bins": kin} + + # write central values and kinematics to yaml file + with open("data.yaml", "w") as file: + yaml.dump(data_central_yaml, file, sort_keys=False) + + with open("kinematics.yaml", "w") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + +def filter_ATLAS_Z0_8TEV_uncertainties(): + """ + writes uncertainties to respective .yaml file + """ + systematics = get_systematics() + + # load correlation matrix from .txt file + corr_matrix = np.loadtxt("rawdata/zy.txt") + + # generate covariance matrix from correlation matrix + tot_systematics = np.array([syst[0]['value'] for syst in systematics['tot']]) + + # TODO: this should be done with utils.correlation_to_covariance once that is merged in master + cov_matrix_no_lumi = np.outer(tot_systematics, tot_systematics) * corr_matrix + + # add lumi uncertainty + lumi_unc = np.array([syst[0]['value'] for syst in systematics['lumi']]) + lumi_cov = lumi_unc[:, None] @ lumi_unc[:, None].T + + # add covariances + cov_matrix = cov_matrix_no_lumi + lumi_cov + + # compute decomposition of covariance matrix so as to get artificial systematics + # TODO: use utils once merged in master + lamb, mat = np.linalg.eig(cov_matrix) + art_sys = np.multiply(np.sqrt(lamb), mat) + + uncertainties = [] + + for i, unc in enumerate(art_sys.T): + + name = f"artificial_uncertainty_{i+1}" + values = [unc[i] for i in range(len(unc))] + uncertainties.append([{"name": name, "values": values}]) + + # error definition + error_definitions = {} + errors = [] + + for sys in uncertainties: + + error_definitions[sys[0]['name']] = { + "description": f"{sys[0]['name']}", + "treatment": "ADD", + "type": "CORR", + } + + for i in range(cov_matrix.shape[0]): + error_value = {} + + for sys in uncertainties: + error_value[sys[0]['name']] = float(sys[0]['values'][i]) + + errors.append(error_value) + + uncertainties_yaml = {"definitions": error_definitions, "bins": errors} + + # write uncertainties + with open(f"uncertainties.yaml", 'w') as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + filter_ATLAS_Z0_8TEV_data_kinetic() + filter_ATLAS_Z0_8TEV_uncertainties() \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter_utils.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter_utils.py new file mode 100644 index 0000000000..e84c64b117 --- /dev/null +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter_utils.py @@ -0,0 +1,108 @@ +import yaml + + +def get_kinematics(): + """ + returns the relevant kinematics values. + Parameters + ---------- + table : list + version : int + integer read from metadata.yaml that + indicated the version of the hepdata + tables + Returns + ------- + list + list containing the kinematic values for all + hepdata tables + """ + kin = [] + + hepdata_table = f"rawdata/HEPData-ins2698794-v1-Table_9.yaml" + + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + + for yll in input["independent_variables"][0]['values']: + kin_value = { + 'abs_yll': { + 'min': yll['low'], + 'mid': 0.5 * (yll['low'] + yll['high']), + 'max': yll['high'], + }, + 'm_Z2': {'min': None, 'mid': 8317.44, 'max': None}, + 'sqrts': {'min': None, 'mid': 8000.0, 'max': None}, + } + + kin.append(kin_value) + + return kin + + +def get_data_values(): + """ + returns the central data. + Parameters + ---------- + tables : list + list that enumerates the table number + version : int + integer read from metadata.yaml that + indicated the version of the hepdata + tables + Returns + ------- + list + list containing the central values for all + hepdata tables + """ + + data_central = [] + + hepdata_table = f"rawdata/HEPData-ins2698794-v1-Table_9.yaml" + + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + + values = input['dependent_variables'][0]['values'] + + for value in values: + data_central.append(value['value']) + + return data_central + + +def get_systematics(): + """ """ + tot_uncertainties = [] + lumi_uncertainties = [] + + hepdata_table = f"rawdata/HEPData-ins2698794-v1-Table_9.yaml" + + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + + dependent_vars = input['dependent_variables'][0] + + # skip 1st entry as these are central data values + for err_values in dependent_vars['values']: + + tot_uncertainties.append( + [ + { + "name": err_values['errors'][0]['label'], + "value": err_values['errors'][0]['symerror'], + } + ] + ) + lumi_uncertainties.append( + [ + { + "name": err_values['errors'][1]['label'], + "value": err_values['errors'][1]['symerror'], + } + ] + ) + + return {'tot': tot_uncertainties, 'lumi': lumi_uncertainties} diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/kinematics.yaml new file mode 100644 index 0000000000..e6b0675a23 --- /dev/null +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/kinematics.yaml @@ -0,0 +1,85 @@ +bins: +- abs_yll: + min: 0.4 + mid: 0.6000000000000001 + max: 0.8 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- abs_yll: + min: 0.8 + mid: 1.0 + max: 1.2 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- abs_yll: + min: 1.2 + mid: 1.4 + max: 1.6 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- abs_yll: + min: 1.6 + mid: 1.8 + max: 2 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- abs_yll: + min: 2 + mid: 2.2 + max: 2.4 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- abs_yll: + min: 2.4 + mid: 2.5999999999999996 + max: 2.8 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 8000.0 + max: null +- abs_yll: + min: 2.8 + mid: 3.2 + max: 3.6 + m_Z2: + min: null + mid: 8317.44 + max: null + sqrts: + min: null + mid: 8000.0 + max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml new file mode 100644 index 0000000000..f593ed19ce --- /dev/null +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml @@ -0,0 +1,59 @@ +# Generalia +setname: "ATLAS_Z0_8TEV" + +version: 1 + +version_comment: "Initial implementation" + +# References +arXiv: + url: "https://arxiv.org/pdf/2309.09318" +iNSPIRE: + url: "https://inspirehep.net/literature/2698794" +hepdata: + url: "https://www.hepdata.net/record/149333" + version: 1 + +nnpdf_metadata: + nnpdf31_process: "DY NC" + experiment: "ATLAS" + + +implemented_observables: + + - observable_name: "LL" + observable: + description: "ATLAS 8 TeV, Z boson rapidity distribution in full phase space of decay leptons" + label: r"$d\\sigma/d|\|y_{ll}||$" + units: "[pb]" + + ndata: 7 + + tables: [9] + process_type: DY_Z_YLL + + plotting: + dataset_label: 'CMS 13 TeV $W^+ \to l^+ \nu$, $l^+$ pseudo rapidity' + kinematics_override: identity + x_scale: log + plot_x: abs_yll + + kinematic_coverage: [abs_yll, m_Z2, sqrts] + + kinematics: + variables: + abs_yll: {description: "Z > l+ l- absolute rapidity", label: '$|y_{ll}|$', units: ""} + m_Z2: {description: "Z boson mass squared", label: '$M_Z^2$', units: "GeV"} + sqrts: {description: "center of mass energy", label: '$\sqrt(s)$', units: "GeV"} + file: kinematics.yaml + + # Data + data_central: data.yaml + data_uncertainties: + - uncertainties.yaml + + # Theory + theory: + FK_tables: + - - TODO + operation: 'null' \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/HEPData-ins2698794-v1-Table_9.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/HEPData-ins2698794-v1-Table_9.yaml new file mode 100644 index 0000000000..7e125d0135 --- /dev/null +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/HEPData-ins2698794-v1-Table_9.yaml @@ -0,0 +1,71 @@ +independent_variables: + - header: {name: '$|y|^{\ell\ell}$'} + values: + - {high: 0.8, low: 0.4} + - {high: 1.2, low: 0.8} + - {high: 1.6, low: 1.2} + - {high: 2, low: 1.6} + - {high: 2.4, low: 2} + - {high: 2.8, low: 2.4} + - {high: 3.6, low: 2.8} +dependent_variables: + - header: {name: '$d\sigma/d|y|^{\ell\ell}$ $\pm$ Total $\pm$ Luminosity', units: pb} + values: + - value: 353.152 + errors: + - {symerror: 0.612877, label: tot} + - {symerror: 6.35674, label: lumi} + - value: 345.985 + errors: + - {symerror: 0.614565, label: tot} + - {symerror: 6.22773, label: lumi} + - value: 336.195 + errors: + - {symerror: 0.631117, label: tot} + - {symerror: 6.05151, label: lumi} + - value: 322.483 + errors: + - {symerror: 0.867255, label: tot} + - {symerror: 5.80469, label: lumi} + - value: 303.973 + errors: + - {symerror: 1.2225, label: tot} + - {symerror: 5.47151, label: lumi} + - value: 273.198 + errors: + - {symerror: 1.47795, label: tot} + - {symerror: 4.91756, label: lumi} + - value: 173.171 + errors: + - {symerror: 1.44884, label: tot} + - {symerror: 3.11708, label: lumi} + - header: {name: 'N$^3$LO $\pm$ PDF $\pm$ scale var.', units: pb} + values: + - value: 343.835 + errors: + - {symerror: 5.0845, label: pdf} + - {symerror: 1.48899, label: scale} + - value: 337.198 + errors: + - {symerror: 4.9785, label: pdf} + - {symerror: 1.5366, label: scale} + - value: 327.154 + errors: + - {symerror: 4.8728, label: pdf} + - {symerror: 1.50239, label: scale} + - value: 312.773 + errors: + - {symerror: 4.6646, label: pdf} + - {symerror: 1.4265, label: scale} + - value: 292.641 + errors: + - {symerror: 4.3853, label: pdf} + - {symerror: 1.43681, label: scale} + - value: 260.733 + errors: + - {symerror: 4.0832, label: pdf} + - {symerror: 1.44803, label: scale} + - value: 168.482 + errors: + - {symerror: 3.1625, label: pdf} + - {symerror: 1.54132, label: scale} diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/zy.txt b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/zy.txt new file mode 100644 index 0000000000..4fe1bc9d51 --- /dev/null +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/zy.txt @@ -0,0 +1,7 @@ +1.000000000000 0.771441698074 0.698377430439 0.470446109772 0.235730156302 0.135500997305 0.023962540552 +0.771441698074 1.000000000000 0.728683710098 0.490636169910 0.257601708174 0.143674910069 0.023399809375 +0.698377430439 0.728683710098 1.000000000000 0.524034738541 0.272780925035 0.151878938079 0.033453177661 +0.470446109772 0.490636169910 0.524034738541 0.999999940395 0.463345497847 0.285900026560 0.101109012961 +0.235730156302 0.257601708174 0.272780925035 0.463345497847 1.000000000000 0.564261615276 0.305788159370 +0.135500997305 0.143674910069 0.151878938079 0.285900026560 0.564261615276 1.000000119209 0.455123543739 +0.023962540552 0.023399809375 0.033453177661 0.101109012961 0.305788159370 0.455123543739 1.000000000000 diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/uncertainties.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/uncertainties.yaml new file mode 100644 index 0000000000..cc9d42b168 --- /dev/null +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/uncertainties.yaml @@ -0,0 +1,79 @@ +definitions: + artificial_uncertainty_1: + description: artificial_uncertainty_1 + treatment: ADD + type: CORR + artificial_uncertainty_2: + description: artificial_uncertainty_2 + treatment: ADD + type: CORR + artificial_uncertainty_3: + description: artificial_uncertainty_3 + treatment: ADD + type: CORR + artificial_uncertainty_4: + description: artificial_uncertainty_4 + treatment: ADD + type: CORR + artificial_uncertainty_5: + description: artificial_uncertainty_5 + treatment: ADD + type: CORR + artificial_uncertainty_6: + description: artificial_uncertainty_6 + treatment: ADD + type: CORR + artificial_uncertainty_7: + description: artificial_uncertainty_7 + treatment: ADD + type: CORR +bins: +- artificial_uncertainty_1: 6.360849092233545 + artificial_uncertainty_2: -0.4373601485242583 + artificial_uncertainty_3: -0.17081282174067722 + artificial_uncertainty_4: 0.13433033998455415 + artificial_uncertainty_5: 0.1506396770871848 + artificial_uncertainty_6: 0.17839551357477584 + artificial_uncertainty_7: -0.1741770339500417 +- artificial_uncertainty_1: 6.233875520247697 + artificial_uncertainty_2: -0.4293937057237219 + artificial_uncertainty_3: -0.15811860151511237 + artificial_uncertainty_4: 0.12091345356933575 + artificial_uncertainty_5: 0.14004777714704325 + artificial_uncertainty_6: -0.22584792937773132 + artificial_uncertainty_7: -0.08053516734428681 +- artificial_uncertainty_1: 6.060113000362856 + artificial_uncertainty_2: -0.41236984611170174 + artificial_uncertainty_3: -0.1468006060283914 + artificial_uncertainty_4: 0.10112405423267179 + artificial_uncertainty_5: 0.08949319996590362 + artificial_uncertainty_6: 0.04486740555679499 + artificial_uncertainty_7: 0.28681853399597235 +- artificial_uncertainty_1: 5.836824335315858 + artificial_uncertainty_2: -0.2750210647358099 + artificial_uncertainty_3: 0.0315927727260862 + artificial_uncertainty_4: -0.1211950791784262 + artificial_uncertainty_5: -0.5349848732266427 + artificial_uncertainty_6: -0.0007764604112274888 + artificial_uncertainty_7: -0.022505797757560966 +- artificial_uncertainty_1: 5.539243636415268 + artificial_uncertainty_2: 0.3134482870376121 + artificial_uncertainty_3: 0.45453020425141005 + artificial_uncertainty_4: -0.6463383504190403 + artificial_uncertainty_5: 0.1615628993831528 + artificial_uncertainty_6: 0.0018754281204135044 + artificial_uncertainty_7: -0.0009901510871864882 +- artificial_uncertainty_1: 5.0009955194024895 + artificial_uncertainty_2: 0.9002405764173 + artificial_uncertainty_3: 0.5616642244049276 + artificial_uncertainty_4: 0.4801650034201539 + artificial_uncertainty_5: -0.017766174135644026 + artificial_uncertainty_6: -0.00035256711007018623 + artificial_uncertainty_7: 0.0016258067952652192 +- artificial_uncertainty_1: 3.171588462502718 + artificial_uncertainty_2: 1.048263620603446 + artificial_uncertainty_3: -0.8037615168161868 + artificial_uncertainty_4: -0.10553723718128159 + artificial_uncertainty_5: -0.01798800382612329 + artificial_uncertainty_6: -0.0008934998330063084 + artificial_uncertainty_7: 0.0001651328837650376 From 07478b641cb9ed5bed71996aaab2945146baf6e9 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 12:01:04 +0100 Subject: [PATCH 02/70] added process for lepton absolute rap --- validphys2/src/validphys/process_options.py | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/validphys2/src/validphys/process_options.py b/validphys2/src/validphys/process_options.py index c1440a96bf..4fd26ef2b4 100644 --- a/validphys2/src/validphys/process_options.py +++ b/validphys2/src/validphys/process_options.py @@ -31,6 +31,7 @@ class _Vars: eta = "eta" m_W2 = "m_W2" m_Z2 = "m_Z2" + abs_yll = "abs_yll" class _KinematicsInformation: @@ -234,6 +235,21 @@ def _dybosonpt_xq2map(kin_dict): return x, ET2 +def _dyllZboson_xq2map(kin_dict): + """ + Computes x and q2 mapping for rapidity observables + originating from a Z boson DY process. + """ + mass2 = kin_dict[_Vars.m_Z2] + sqrts = kin_dict[_Vars.sqrts] + abs_yll = kin_dict[_Vars.abs_yll] + + x1 = np.sqrt(mass2) / sqrts * np.exp(-abs_yll) + x2 = np.sqrt(mass2) / sqrts * np.exp(abs_yll) + x = np.concatenate((x1, x2)) + return np.clip(x, a_min=None, a_max=1, out=x), np.concatenate((mass2, mass2)) + + DIS = _Process( "DIS", "Deep Inelastic Scattering", From 7762baeb71f8c83c69b8dfa34b513b7b2891790b Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 7 May 2024 16:04:46 +0100 Subject: [PATCH 03/70] added m_Z2 to vars --- validphys2/src/validphys/process_options.py | 1 + 1 file changed, 1 insertion(+) diff --git a/validphys2/src/validphys/process_options.py b/validphys2/src/validphys/process_options.py index 4fd26ef2b4..3ea46ade11 100644 --- a/validphys2/src/validphys/process_options.py +++ b/validphys2/src/validphys/process_options.py @@ -32,6 +32,7 @@ class _Vars: m_W2 = "m_W2" m_Z2 = "m_Z2" abs_yll = "abs_yll" + m_Z2 = "m_Z2" class _KinematicsInformation: From ed55ddf08235c7610f066c5fe902d6995f5c51ef Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 25 May 2024 14:31:42 +0100 Subject: [PATCH 04/70] added tmp name for grid --- .../nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml index f593ed19ce..370671ba1e 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml @@ -55,5 +55,5 @@ implemented_observables: # Theory theory: FK_tables: - - - TODO + - - ATLAS_Z0_8TEV operation: 'null' \ No newline at end of file From a89f6d0b8481419659707ddf5e75876e68ad1389 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 30 May 2024 15:27:43 +0100 Subject: [PATCH 05/70] changed dataset label --- .../nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml index 370671ba1e..380a50e408 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml @@ -33,7 +33,7 @@ implemented_observables: process_type: DY_Z_YLL plotting: - dataset_label: 'CMS 13 TeV $W^+ \to l^+ \nu$, $l^+$ pseudo rapidity' + dataset_label: 'ATLAS 8 TeV $Z \to l^+ l^-$, absolute rapidity' kinematics_override: identity x_scale: log plot_x: abs_yll From fa492db36f9d732764f354eea6f2bb77aa2bbb85 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 30 May 2024 15:42:48 +0100 Subject: [PATCH 06/70] linear scale for rap --- .../nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml index 380a50e408..ba24a9fb8e 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml @@ -35,7 +35,7 @@ implemented_observables: plotting: dataset_label: 'ATLAS 8 TeV $Z \to l^+ l^-$, absolute rapidity' kinematics_override: identity - x_scale: log + x_scale: linear plot_x: abs_yll kinematic_coverage: [abs_yll, m_Z2, sqrts] From 328aeaa6c4911e48fce80f2a5cdf210ac9d4f592 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 12:03:35 +0100 Subject: [PATCH 07/70] renamed process --- .../nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml index ba24a9fb8e..840477f1a4 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml @@ -30,19 +30,19 @@ implemented_observables: ndata: 7 tables: [9] - process_type: DY_Z_YLL + process_type: DY_Z_Y plotting: dataset_label: 'ATLAS 8 TeV $Z \to l^+ l^-$, absolute rapidity' kinematics_override: identity x_scale: linear - plot_x: abs_yll + plot_x: y - kinematic_coverage: [abs_yll, m_Z2, sqrts] + kinematic_coverage: [y, m_Z2, sqrts] kinematics: variables: - abs_yll: {description: "Z > l+ l- absolute rapidity", label: '$|y_{ll}|$', units: ""} + y: {description: "Z > l+ l- absolute rapidity", label: '$|y_{ll}|$', units: ""} m_Z2: {description: "Z boson mass squared", label: '$M_Z^2$', units: "GeV"} sqrts: {description: "center of mass energy", label: '$\sqrt(s)$', units: "GeV"} file: kinematics.yaml From c23a9518d3310d75d4069b55ec98bef0ec0874b2 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 12:03:59 +0100 Subject: [PATCH 08/70] removed unused xq2map process _dyllZboson_xq2map --- validphys2/src/validphys/process_options.py | 15 --------------- 1 file changed, 15 deletions(-) diff --git a/validphys2/src/validphys/process_options.py b/validphys2/src/validphys/process_options.py index 3ea46ade11..8700726c38 100644 --- a/validphys2/src/validphys/process_options.py +++ b/validphys2/src/validphys/process_options.py @@ -236,21 +236,6 @@ def _dybosonpt_xq2map(kin_dict): return x, ET2 -def _dyllZboson_xq2map(kin_dict): - """ - Computes x and q2 mapping for rapidity observables - originating from a Z boson DY process. - """ - mass2 = kin_dict[_Vars.m_Z2] - sqrts = kin_dict[_Vars.sqrts] - abs_yll = kin_dict[_Vars.abs_yll] - - x1 = np.sqrt(mass2) / sqrts * np.exp(-abs_yll) - x2 = np.sqrt(mass2) / sqrts * np.exp(abs_yll) - x = np.concatenate((x1, x2)) - return np.clip(x, a_min=None, a_max=1, out=x), np.concatenate((mass2, mass2)) - - DIS = _Process( "DIS", "Deep Inelastic Scattering", From 39930c55de0eb58c42a5c4dc6aea1d594f72dff1 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 12:07:16 +0100 Subject: [PATCH 09/70] renamed ATLAS_Z0_8TEV to ATLAS_Z0_8TEV_ZMASS --- .../{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/data.yaml | 0 .../{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/filter.py | 0 .../{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/filter_utils.py | 0 .../{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/kinematics.yaml | 0 .../{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/metadata.yaml | 4 ++-- .../rawdata/HEPData-ins2698794-v1-Table_9.yaml | 0 .../{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/rawdata/zy.txt | 0 .../{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/uncertainties.yaml | 0 8 files changed, 2 insertions(+), 2 deletions(-) rename nnpdf_data/nnpdf_data/new_commondata/{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/data.yaml (100%) rename nnpdf_data/nnpdf_data/new_commondata/{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/filter.py (100%) rename nnpdf_data/nnpdf_data/new_commondata/{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/filter_utils.py (100%) rename nnpdf_data/nnpdf_data/new_commondata/{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/kinematics.yaml (100%) rename nnpdf_data/nnpdf_data/new_commondata/{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/metadata.yaml (95%) rename nnpdf_data/nnpdf_data/new_commondata/{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/rawdata/HEPData-ins2698794-v1-Table_9.yaml (100%) rename nnpdf_data/nnpdf_data/new_commondata/{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/rawdata/zy.txt (100%) rename nnpdf_data/nnpdf_data/new_commondata/{ATLAS_Z0_8TEV => ATLAS_Z0_8TEV_ZMASS}/uncertainties.yaml (100%) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/data.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/data.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/data.yaml rename to nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/data.yaml diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/filter.py similarity index 100% rename from nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter.py rename to nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/filter.py diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter_utils.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/filter_utils.py similarity index 100% rename from nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/filter_utils.py rename to nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/filter_utils.py diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/kinematics.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/kinematics.yaml rename to nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/kinematics.yaml diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/metadata.yaml similarity index 95% rename from nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml rename to nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/metadata.yaml index 840477f1a4..334c859db3 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/metadata.yaml @@ -1,5 +1,5 @@ # Generalia -setname: "ATLAS_Z0_8TEV" +setname: "ATLAS_Z0_8TEV_ZMASS" version: 1 @@ -55,5 +55,5 @@ implemented_observables: # Theory theory: FK_tables: - - - ATLAS_Z0_8TEV + - - ATLAS_Z0_8TEV_ZMASS operation: 'null' \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/HEPData-ins2698794-v1-Table_9.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/rawdata/HEPData-ins2698794-v1-Table_9.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/HEPData-ins2698794-v1-Table_9.yaml rename to nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/rawdata/HEPData-ins2698794-v1-Table_9.yaml diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/zy.txt b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/rawdata/zy.txt similarity index 100% rename from nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/rawdata/zy.txt rename to nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/rawdata/zy.txt diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/uncertainties.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/uncertainties.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV/uncertainties.yaml rename to nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/uncertainties.yaml From ad13849945e1c1a5d0d4fe37f95cef426320586b Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 14:20:08 +0100 Subject: [PATCH 10/70] removed abs_yll from _Vars --- validphys2/src/validphys/process_options.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/validphys2/src/validphys/process_options.py b/validphys2/src/validphys/process_options.py index 8700726c38..c1440a96bf 100644 --- a/validphys2/src/validphys/process_options.py +++ b/validphys2/src/validphys/process_options.py @@ -31,8 +31,6 @@ class _Vars: eta = "eta" m_W2 = "m_W2" m_Z2 = "m_Z2" - abs_yll = "abs_yll" - m_Z2 = "m_Z2" class _KinematicsInformation: From 82775c1b623c31977e15a54fa2e79a7b44087121 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 14:21:50 +0100 Subject: [PATCH 11/70] changed abs_yll to y --- .../ATLAS_Z0_8TEV_ZMASS/filter_utils.py | 2 +- .../ATLAS_Z0_8TEV_ZMASS/kinematics.yaml | 14 +-- .../ATLAS_Z0_8TEV_ZMASS/uncertainties.yaml | 98 +++++++++---------- 3 files changed, 57 insertions(+), 57 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/filter_utils.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/filter_utils.py index e84c64b117..726b72d0e2 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/filter_utils.py +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/filter_utils.py @@ -26,7 +26,7 @@ def get_kinematics(): for yll in input["independent_variables"][0]['values']: kin_value = { - 'abs_yll': { + 'y': { 'min': yll['low'], 'mid': 0.5 * (yll['low'] + yll['high']), 'max': yll['high'], diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/kinematics.yaml index e6b0675a23..2fc461bc35 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/kinematics.yaml @@ -1,5 +1,5 @@ bins: -- abs_yll: +- y: min: 0.4 mid: 0.6000000000000001 max: 0.8 @@ -11,7 +11,7 @@ bins: min: null mid: 8000.0 max: null -- abs_yll: +- y: min: 0.8 mid: 1.0 max: 1.2 @@ -23,7 +23,7 @@ bins: min: null mid: 8000.0 max: null -- abs_yll: +- y: min: 1.2 mid: 1.4 max: 1.6 @@ -35,7 +35,7 @@ bins: min: null mid: 8000.0 max: null -- abs_yll: +- y: min: 1.6 mid: 1.8 max: 2 @@ -47,7 +47,7 @@ bins: min: null mid: 8000.0 max: null -- abs_yll: +- y: min: 2 mid: 2.2 max: 2.4 @@ -59,7 +59,7 @@ bins: min: null mid: 8000.0 max: null -- abs_yll: +- y: min: 2.4 mid: 2.5999999999999996 max: 2.8 @@ -71,7 +71,7 @@ bins: min: null mid: 8000.0 max: null -- abs_yll: +- y: min: 2.8 mid: 3.2 max: 3.6 diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/uncertainties.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/uncertainties.yaml index cc9d42b168..31706ee588 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0_8TEV_ZMASS/uncertainties.yaml @@ -28,52 +28,52 @@ definitions: treatment: ADD type: CORR bins: -- artificial_uncertainty_1: 6.360849092233545 - artificial_uncertainty_2: -0.4373601485242583 - artificial_uncertainty_3: -0.17081282174067722 - artificial_uncertainty_4: 0.13433033998455415 - artificial_uncertainty_5: 0.1506396770871848 - artificial_uncertainty_6: 0.17839551357477584 - artificial_uncertainty_7: -0.1741770339500417 -- artificial_uncertainty_1: 6.233875520247697 - artificial_uncertainty_2: -0.4293937057237219 - artificial_uncertainty_3: -0.15811860151511237 - artificial_uncertainty_4: 0.12091345356933575 - artificial_uncertainty_5: 0.14004777714704325 - artificial_uncertainty_6: -0.22584792937773132 - artificial_uncertainty_7: -0.08053516734428681 -- artificial_uncertainty_1: 6.060113000362856 - artificial_uncertainty_2: -0.41236984611170174 - artificial_uncertainty_3: -0.1468006060283914 - artificial_uncertainty_4: 0.10112405423267179 - artificial_uncertainty_5: 0.08949319996590362 - artificial_uncertainty_6: 0.04486740555679499 - artificial_uncertainty_7: 0.28681853399597235 -- artificial_uncertainty_1: 5.836824335315858 - artificial_uncertainty_2: -0.2750210647358099 - artificial_uncertainty_3: 0.0315927727260862 - artificial_uncertainty_4: -0.1211950791784262 - artificial_uncertainty_5: -0.5349848732266427 - artificial_uncertainty_6: -0.0007764604112274888 - artificial_uncertainty_7: -0.022505797757560966 -- artificial_uncertainty_1: 5.539243636415268 - artificial_uncertainty_2: 0.3134482870376121 - artificial_uncertainty_3: 0.45453020425141005 - artificial_uncertainty_4: -0.6463383504190403 - artificial_uncertainty_5: 0.1615628993831528 - artificial_uncertainty_6: 0.0018754281204135044 - artificial_uncertainty_7: -0.0009901510871864882 -- artificial_uncertainty_1: 5.0009955194024895 - artificial_uncertainty_2: 0.9002405764173 - artificial_uncertainty_3: 0.5616642244049276 - artificial_uncertainty_4: 0.4801650034201539 - artificial_uncertainty_5: -0.017766174135644026 - artificial_uncertainty_6: -0.00035256711007018623 - artificial_uncertainty_7: 0.0016258067952652192 -- artificial_uncertainty_1: 3.171588462502718 - artificial_uncertainty_2: 1.048263620603446 - artificial_uncertainty_3: -0.8037615168161868 - artificial_uncertainty_4: -0.10553723718128159 - artificial_uncertainty_5: -0.01798800382612329 - artificial_uncertainty_6: -0.0008934998330063084 - artificial_uncertainty_7: 0.0001651328837650376 +- artificial_uncertainty_1: 6.360849092233548 + artificial_uncertainty_2: -0.43736014852425575 + artificial_uncertainty_3: -0.17081282174067292 + artificial_uncertainty_4: 0.1343303399845492 + artificial_uncertainty_5: 0.1506396770871814 + artificial_uncertainty_6: 0.17839551357478534 + artificial_uncertainty_7: -0.17417703394997616 +- artificial_uncertainty_1: 6.233875520247695 + artificial_uncertainty_2: -0.42939370572372393 + artificial_uncertainty_3: -0.1581186015151157 + artificial_uncertainty_4: 0.12091345356933662 + artificial_uncertainty_5: 0.140047777147049 + artificial_uncertainty_6: -0.22584792937770715 + artificial_uncertainty_7: -0.08053516734437347 +- artificial_uncertainty_1: 6.060113000362857 + artificial_uncertainty_2: -0.4123698461117033 + artificial_uncertainty_3: -0.14680060602839212 + artificial_uncertainty_4: 0.10112405423267312 + artificial_uncertainty_5: 0.0894931999659005 + artificial_uncertainty_6: 0.04486740555676256 + artificial_uncertainty_7: 0.28681853399599 +- artificial_uncertainty_1: 5.836824335315856 + artificial_uncertainty_2: -0.27502106473581056 + artificial_uncertainty_3: 0.03159277272608425 + artificial_uncertainty_4: -0.12119507917842083 + artificial_uncertainty_5: -0.5349848732266431 + artificial_uncertainty_6: -0.0007764604112265232 + artificial_uncertainty_7: -0.02250579775755823 +- artificial_uncertainty_1: 5.539243636415269 + artificial_uncertainty_2: 0.31344828703761407 + artificial_uncertainty_3: 0.4545302042514127 + artificial_uncertainty_4: -0.6463383504190422 + artificial_uncertainty_5: 0.16156289938315516 + artificial_uncertainty_6: 0.0018754281204069558 + artificial_uncertainty_7: -0.0009901510871859873 +- artificial_uncertainty_1: 5.00099551940249 + artificial_uncertainty_2: 0.9002405764173007 + artificial_uncertainty_3: 0.5616642244049272 + artificial_uncertainty_4: 0.48016500342015245 + artificial_uncertainty_5: -0.017766174135644974 + artificial_uncertainty_6: -0.00035256711006794806 + artificial_uncertainty_7: 0.0016258067952645042 +- artificial_uncertainty_1: 3.1715884625027186 + artificial_uncertainty_2: 1.0482636206034448 + artificial_uncertainty_3: -0.8037615168161861 + artificial_uncertainty_4: -0.1055372371812821 + artificial_uncertainty_5: -0.017988003826124054 + artificial_uncertainty_6: -0.000893499833004754 + artificial_uncertainty_7: 0.0001651328837651984 From b2f342a740c642a79aadd431704bd5158c0ea3e3 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Wed, 17 Apr 2024 16:27:02 +0100 Subject: [PATCH 12/70] added general utils and legacy_jets_utils --- .../legacy_jets_utils.py} | 105 +- nnpdf_data/nnpdf_data/filter_utils/utils.py | 36 + .../new_commondata/CMS_2JET_7TEV/filter.py | 91 +- .../CMS_2JET_7TEV/kinematics.yaml | 216 ++--- .../CMS_2JET_7TEV/metadata.yaml | 2 +- .../CMS_2JET_7TEV/uncertainties.yaml | 898 +++++++++--------- 6 files changed, 650 insertions(+), 698 deletions(-) rename nnpdf_data/nnpdf_data/{new_commondata/CMS_2JET_7TEV/filter_utils.py => filter_utils/legacy_jets_utils.py} (87%) create mode 100644 nnpdf_data/nnpdf_data/filter_utils/utils.py diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py similarity index 87% rename from nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter_utils.py rename to nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index 1d83335528..bd5bc75260 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -1,17 +1,30 @@ """ -Utils to be used in CMS_2JET_7TEV.filter.py +Utils specifically needed to ease the implementation of the legacy jet datasets, +these are: CMS_2JET_7TEV, CMS_1JET_8TEV, ATLAS_1JET_8TEV_R06, ATLAS_2JET_7TEV_R06 """ -import logging - +import yaml import numpy as np import pandas as pd -import yaml -log = logging.getLogger(__name__) + +def range_str_to_floats(str_range): + """ + converts a string range to a list, + e.g. "0.5 - 1.0" --> [0.5,1.0] + and returns a dictionary + """ + # Split the range string into two parts + str_nums = str_range.split('-') + # Convert the parts to floats + min = float(str_nums[0]) + max = float(str_nums[1]) + mid = float(f"{0.5 * (min + max):.3f}") + # Return a dict + return {"min": min, "mid": mid, "max": max} -def get_data_values(tables, version): +def get_data_values_CMS_2JET_7TEV(tables, version): """ returns the central data @@ -49,7 +62,7 @@ def get_data_values(tables, version): return data_central -def get_kinematics(tables, version): +def get_kinematics_CMS_2JET_7TEV(tables, version): """ returns the relevant kinematics values @@ -106,54 +119,7 @@ def get_kinematics(tables, version): return kin -def correlation_to_covariance(correlation, uncertainties): - """ - Converts a correlation matrix into a covariance matrix - using a list of uncertainties. - - Parameters: - ----------- - correlation : np.ndarray - A square matrix of correlations. - uncertainties : np.ndarray - A 1D array of uncertainties. - - Returns: - -------- - np.ndarray - The corresponding covariance matrix. - """ - covariance = np.outer(uncertainties, uncertainties) * correlation - return covariance - - -def decompose_covmat(covmat): - """Given a covmat it return an array sys with shape (ndat,ndat) - giving ndat correlated systematics for each of the ndat point. - The original covmat is obtained by doing sys@sys.T""" - - lamb, mat = np.linalg.eig(covmat) - sys = np.multiply(np.sqrt(lamb), mat) - return sys - - -def range_str_to_floats(str_range): - """ - converts a string range to a list, - e.g. "0.5 - 1.0" --> [0.5,1.0] - and returns a dictionary - """ - # Split the range string into two parts - str_nums = str_range.split('-') - # Convert the parts to floats - min = float(str_nums[0]) - max = float(str_nums[1]) - mid = float(f"{0.5 * (min + max):.3f}") - # Return a dict - return {"min": min, "mid": mid, "max": max} - - -def get_corr_dat_file(filename): +def get_corr_dat_file_CMS_2JET_7TEV(filename): """ read out correlation matrices from the dijet_corr.dat file @@ -206,7 +172,7 @@ def get_corr_dat_file(filename): return correlation_matrices -def get_stat_uncertainties(): +def get_stat_uncertainties_CMS_2JET_7TEV(): """ function used to get the statistical uncertainty from the HEPdata tables. @@ -240,7 +206,7 @@ def get_stat_uncertainties(): return stat_err -def dat_file_to_df(): +def dat_file_to_df_CMS_2JET_7TEV(): """ from dijet_sys.dat table return a pandas DataFrame with index given by Ndata, @@ -326,7 +292,7 @@ def dat_file_to_df(): return dfs -def JEC_error_matrix(): +def JEC_error_matrix_CMS_2JET_7TEV(): """ Jet Energy Scale (JET): 14 Asymmetric uncertainties correlated across all rapidity and mass bins (CORR). This uncertainty is not always presented as @@ -346,7 +312,7 @@ def JEC_error_matrix(): covariance matrix for JET energy scale uncertainty """ - dfs = dat_file_to_df() + dfs = dat_file_to_df_CMS_2JET_7TEV() JEC_err = [] for df in dfs: JEC_err.append(df.filter(like="JEC")) @@ -360,7 +326,7 @@ def JEC_error_matrix(): version = metadata['hepdata']['version'] tables = metadata['hepdata']['tables'] - cv = get_data_values(tables, version) + cv = get_data_values_CMS_2JET_7TEV(tables, version) cv = np.array(cv) # convert mult error to absolute @@ -369,7 +335,7 @@ def JEC_error_matrix(): return jec -def lumi_covmat(): +def lumi_covmat_CMS_2JET_7TEV(): """ Luminosity uncertainty: this is a symmetric uncertainty of 2.2% correlated accross all mass and rapidity bins and all CMS datasets at 7 TeV, hence the @@ -384,7 +350,7 @@ def lumi_covmat(): covariance matrix for luminosity uncertainty """ - dfs = dat_file_to_df() + dfs = dat_file_to_df_CMS_2JET_7TEV() lumi_err = [] for df in dfs: lumi_err.append(df.filter(like="Lumi+")) @@ -397,7 +363,7 @@ def lumi_covmat(): version = metadata['hepdata']['version'] tables = metadata['hepdata']['tables'] - cv = get_data_values(tables, version) + cv = get_data_values_CMS_2JET_7TEV(tables, version) cv = np.array(cv) # convert mult to abs @@ -407,18 +373,17 @@ def lumi_covmat(): return np.einsum('ij,kj->ik', lumi, lumi) -def unfolding_error_matrix(): +def unfolding_error_matrix_CMS_2JET_7TEV(): """ Unfolding uncertainty: this asymmetric is correlated across all rapidity and mass bins (CORR). - Returns ------- np.array covariance matrix for unfolding uncertainty """ - dfs = dat_file_to_df() + dfs = dat_file_to_df_CMS_2JET_7TEV() unfold_err = [] for df in dfs: unfold_err.append(df.filter(like="Unfolding")) @@ -431,7 +396,7 @@ def unfolding_error_matrix(): version = metadata['hepdata']['version'] tables = metadata['hepdata']['tables'] - cv = get_data_values(tables, version) + cv = get_data_values_CMS_2JET_7TEV(tables, version) cv = np.array(cv) # convert mult to abs @@ -440,7 +405,7 @@ def unfolding_error_matrix(): return unfold -def bin_by_bin_covmat(): +def bin_by_bin_covmat_CMS_2JET_7TEV(): """ Bin-by-Bin uncertainty: this is a symmetric uncertainty fully uncorrelated accross bins of mass and rapidity (UNCORR) @@ -453,7 +418,7 @@ def bin_by_bin_covmat(): np.array covariance matrix for bin by bin uncertainty """ - dfs = dat_file_to_df() + dfs = dat_file_to_df_CMS_2JET_7TEV() bin_err = [] for df in dfs: bin_err.append(df.filter(like="Bin-by-bin-")) # symm so choose only one @@ -466,7 +431,7 @@ def bin_by_bin_covmat(): version = metadata['hepdata']['version'] tables = metadata['hepdata']['tables'] - cv = get_data_values(tables, version) + cv = get_data_values_CMS_2JET_7TEV(tables, version) cv = np.array(cv) # convert mult to abs diff --git a/nnpdf_data/nnpdf_data/filter_utils/utils.py b/nnpdf_data/nnpdf_data/filter_utils/utils.py new file mode 100644 index 0000000000..099e8cef55 --- /dev/null +++ b/nnpdf_data/nnpdf_data/filter_utils/utils.py @@ -0,0 +1,36 @@ +""" +Module contains general utility functions for general use in implementing datasets. +""" + +import numpy as np + + +def correlation_to_covariance(correlation, uncertainties): + """ + Converts a correlation matrix into a covariance matrix + using a list of uncertainties. + + Parameters: + ----------- + correlation : np.ndarray + A square matrix of correlations. + uncertainties : np.ndarray + A 1D array of uncertainties. + + Returns: + -------- + np.ndarray + The corresponding covariance matrix. + """ + covariance = np.outer(uncertainties, uncertainties) * correlation + return covariance + + +def decompose_covmat(covmat): + """Given a covmat it return an array sys with shape (ndat,ndat) + giving ndat correlated systematics for each of the ndat point. + The original covmat is obtained by doing sys@sys.T""" + + lamb, mat = np.linalg.eig(covmat) + sys = np.multiply(np.sqrt(lamb), mat) + return sys diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py index 0a8a7a0dd1..0f7198606a 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py @@ -2,22 +2,19 @@ Filter for CMS_2JET_7TEV Created on Mar 2023 - -@author: Mark N. Costantini """ -from filter_utils import ( - JEC_error_matrix, - bin_by_bin_covmat, - correlation_to_covariance, - dat_file_to_df, - decompose_covmat, - get_corr_dat_file, - get_data_values, - get_kinematics, - get_stat_uncertainties, - lumi_covmat, - unfolding_error_matrix, +from nnpdf_data.filter_utils.utils import correlation_to_covariance, decompose_covmat +from nnpdf_data.filter_utils.legacy_jets_utils import ( + get_data_values_CMS_2JET_7TEV, + get_kinematics_CMS_2JET_7TEV, + get_corr_dat_file_CMS_2JET_7TEV, + get_stat_uncertainties_CMS_2JET_7TEV, + dat_file_to_df_CMS_2JET_7TEV, + JEC_error_matrix_CMS_2JET_7TEV, + lumi_covmat_CMS_2JET_7TEV, + unfolding_error_matrix_CMS_2JET_7TEV, + bin_by_bin_covmat_CMS_2JET_7TEV, ) import numpy as np import pandas as pd @@ -39,10 +36,10 @@ def filter_CMS_2JET_7TEV_data_kinetic(): tables = metadata['hepdata']['tables'] # get kinematics from hepdata tables - kin = get_kinematics(tables, version) + kin = get_kinematics_CMS_2JET_7TEV(tables, version) # get central values from hepdata tables - data_central = get_data_values(tables, version) + data_central = get_data_values_CMS_2JET_7TEV(tables, version) data_central_yaml = {'data_central': data_central} kinematics_yaml = {'bins': kin} @@ -71,9 +68,9 @@ def filterCMS_2JET_7TEV_uncertainties(): # the same rapidity range # get correlation matrix for statistical uncertainties - corr_matrices = get_corr_dat_file('rawdata/dijet_corr.dat') + corr_matrices = get_corr_dat_file_CMS_2JET_7TEV('rawdata/dijet_corr.dat') # get statistical uncertainties from each HEPData table - stat_uncertainties = get_stat_uncertainties() + stat_uncertainties = get_stat_uncertainties_CMS_2JET_7TEV() stat_cov_mats = [] @@ -90,23 +87,23 @@ def filterCMS_2JET_7TEV_uncertainties(): BD_stat = block_diag(BD_stat, stat) # dataframe of uncertainties - dfs = dat_file_to_df() + dfs = dat_file_to_df_CMS_2JET_7TEV() df_uncertainties = pd.concat(dfs, axis=0) - cv = get_data_values(tables, version) + cv = get_data_values_CMS_2JET_7TEV(tables, version) cv = np.array(cv) # get Luminosity Covmat CMSLUMI11 - lumi_cov = lumi_covmat() + lumi_cov = lumi_covmat_CMS_2JET_7TEV() A_lum = df_uncertainties["Lumi+"].multiply(cv, axis=0).to_numpy() # Get JEC covmat, CORR - jec_error_matrix = JEC_error_matrix() + jec_error_matrix = JEC_error_matrix_CMS_2JET_7TEV() # get unfolding covmat, CORR - unfold_error_matrix = unfolding_error_matrix() + unfold_error_matrix = unfolding_error_matrix_CMS_2JET_7TEV() # get bin-by-bin covmat, UNCORR - bin_cov = bin_by_bin_covmat() + bin_cov = bin_by_bin_covmat_CMS_2JET_7TEV() A_bin = df_uncertainties["Bin-by-bin-"].multiply(cv, axis=0).to_numpy() # generate artificial systematics @@ -174,18 +171,6 @@ def filterCMS_2JET_7TEV_uncertainties(): with open(f"uncertainties.yaml", 'w') as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) - # this part here is only needed to test and can be removed - # function does not need to return anything - covmat = ( - BD_stat - + lumi_cov - + (jec_error_matrix.to_numpy() @ jec_error_matrix.to_numpy().T) - + (unfold_error_matrix.to_numpy() @ unfold_error_matrix.to_numpy().T) - + bin_cov - ) - - return covmat - if __name__ == "__main__": # save data central values and kinematics @@ -193,37 +178,3 @@ def filterCMS_2JET_7TEV_uncertainties(): # save uncertainties filterCMS_2JET_7TEV_uncertainties() - - # only to test - covmat = filterCMS_2JET_7TEV_uncertainties() - - from validphys.covmats import dataset_inputs_covmat_from_systematics - from validphys.loader import Loader - - setname = "CMS_2JET_7TEV" - l = Loader() - cd = l.check_commondata(setname=setname).load_commondata_instance() - dataset_input = l.check_dataset(setname, theoryid=200) - from validphys.commondataparser import parse_commondata - - dat_file = ( - '/Users/markcostantini/codes/nnpdfgit/nnpdf/buildmaster/results/DATA_CMS_2JET_7TEV.dat' - ) - sys_file = '/Users/markcostantini/codes/nnpdfgit/nnpdf/buildmaster/results/systypes/SYSTYPE_CMS_2JET_7TEV_DEFAULT.dat' - - cd = parse_commondata(dat_file, sys_file, setname) - - cmat = dataset_inputs_covmat_from_systematics( - dataset_inputs_loaded_cd_with_cuts=[cd], - data_input=[dataset_input], - use_weights_in_covmat=False, - norm_threshold=None, - _list_of_central_values=None, - _only_additive=False, - ) - - print(covmat / cmat) - # print(np.allclose(covmat / cmat, np.ones(cmat.shape))) - # dfs = dat_file_to_df() - # print(dfs) - # lumi_covmat(dfs) diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/kinematics.yaml index a026a5a7d2..5bed0da86d 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/kinematics.yaml @@ -3,11 +3,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 197.0 mid: 246.5 max: 296.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -15,11 +15,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 296.0 mid: 357.5 max: 419.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -27,11 +27,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 419.0 mid: 492.0 max: 565.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -39,11 +39,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 565.0 mid: 652.5 max: 740.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -51,11 +51,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 740.0 mid: 842.0 max: 944.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -63,11 +63,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 944.0 mid: 1062.5 max: 1181.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -75,11 +75,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 1181.0 mid: 1318.0 max: 1455.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -87,11 +87,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 1455.0 mid: 1612.5 max: 1770.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -99,11 +99,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 1770.0 mid: 1951.0 max: 2132.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -111,11 +111,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 2132.0 mid: 2339.0 max: 2546.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -123,11 +123,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 2546.0 mid: 2782.5 max: 3019.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -135,11 +135,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 3019.0 mid: 3217.5 max: 3416.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -147,11 +147,11 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m_jj: + m12: min: 3416.0 mid: 3713.0 max: 4010.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -159,11 +159,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 270.0 mid: 328.0 max: 386.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -171,11 +171,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 386.0 mid: 456.0 max: 526.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -183,11 +183,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 526.0 mid: 609.5 max: 693.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -195,11 +195,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 693.0 mid: 791.5 max: 890.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -207,11 +207,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 890.0 mid: 1004.0 max: 1118.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -219,11 +219,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 1118.0 mid: 1250.5 max: 1383.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -231,11 +231,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 1383.0 mid: 1535.0 max: 1687.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -243,11 +243,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 1687.0 mid: 1862.0 max: 2037.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -255,11 +255,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 2037.0 mid: 2237.5 max: 2438.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -267,11 +267,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 2438.0 mid: 2666.5 max: 2895.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -279,11 +279,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 2895.0 mid: 3155.5 max: 3416.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -291,11 +291,11 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m_jj: + m12: min: 3416.0 mid: 3713.0 max: 4010.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -303,11 +303,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 419.0 mid: 492.0 max: 565.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -315,11 +315,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 565.0 mid: 652.5 max: 740.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -327,11 +327,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 740.0 mid: 842.0 max: 944.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -339,11 +339,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 944.0 mid: 1062.5 max: 1181.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -351,11 +351,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 1181.0 mid: 1318.0 max: 1455.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -363,11 +363,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 1455.0 mid: 1612.5 max: 1770.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -375,11 +375,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 1770.0 mid: 1951.0 max: 2132.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -387,11 +387,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 2132.0 mid: 2339.0 max: 2546.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -399,11 +399,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 2546.0 mid: 2846.5 max: 3147.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -411,11 +411,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 3147.0 mid: 3500.5 max: 3854.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -423,11 +423,11 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m_jj: + m12: min: 3854.0 mid: 4181.5 max: 4509.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -435,11 +435,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 565.0 mid: 652.5 max: 740.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -447,11 +447,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 740.0 mid: 842.0 max: 944.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -459,11 +459,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 944.0 mid: 1062.5 max: 1181.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -471,11 +471,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 1181.0 mid: 1318.0 max: 1455.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -483,11 +483,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 1455.0 mid: 1612.5 max: 1770.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -495,11 +495,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 1770.0 mid: 1951.0 max: 2132.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -507,11 +507,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 2132.0 mid: 2339.0 max: 2546.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -519,11 +519,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 2546.0 mid: 2782.5 max: 3019.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -531,11 +531,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 3019.0 mid: 3288.5 max: 3558.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -543,11 +543,11 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m_jj: + m12: min: 3558.0 mid: 4308.0 max: 5058.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -555,11 +555,11 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m_jj: + m12: min: 1000.0 mid: 1123.0 max: 1246.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -567,11 +567,11 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m_jj: + m12: min: 1246.0 mid: 1388.0 max: 1530.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -579,11 +579,11 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m_jj: + m12: min: 1530.0 mid: 1693.0 max: 1856.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -591,11 +591,11 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m_jj: + m12: min: 1856.0 mid: 2043.5 max: 2231.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -603,11 +603,11 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m_jj: + m12: min: 2231.0 mid: 2445.0 max: 2659.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -615,11 +615,11 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m_jj: + m12: min: 2659.0 mid: 2903.0 max: 3147.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -627,11 +627,11 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m_jj: + m12: min: 3147.0 mid: 3425.5 max: 3704.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null @@ -639,11 +639,11 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m_jj: + m12: min: 3704.0 mid: 4381.0 max: 5058.0 - sqrts: + sqrt_s: min: null mid: 7000.0 max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/metadata.yaml index f32e8053ee..0ac1417485 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/metadata.yaml @@ -46,7 +46,7 @@ implemented_observables: kinematics: variables: ydiff: {description: "rapidity separation", label: "$y$", units: ""} - m_jj: {description: "dijet mass", label: "$m_{12}$", units: "GeV"} + m_jj: {description: "dijet mass", label: "$m_{jj}$", units: "GeV"} sqrts: {description: "center of mass energy", label: r"$\sqrt(s)$", units: "GeV"} file: kinematics.yaml diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/uncertainties.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/uncertainties.yaml index 5de67e34cf..e19429abae 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/uncertainties.yaml @@ -346,17 +346,17 @@ definitions: bins: - art_sys_corr_1: -2.7998107209653678 art_sys_corr_2: 0.032556342970098656 - art_sys_corr_3: 0.00010629943778412318 - art_sys_corr_4: 4.781774147618264e-07 - art_sys_corr_5: 1.094478200933294e-08 - art_sys_corr_6: 3.005045636061176e-10 - art_sys_corr_7: -1.790901951901873e-13 - art_sys_corr_8: -5.045504646157724e-15 - art_sys_corr_9: -1.63448238386811e-16 - art_sys_corr_10: 3.5153042556091014e-18 - art_sys_corr_11: -9.14311391883863e-20 - art_sys_corr_12: 2.004717351820136e-21 - art_sys_corr_13: -4.1274106341684646e-23 + art_sys_corr_3: 0.00010629943778412325 + art_sys_corr_4: 4.781774147618265e-07 + art_sys_corr_5: 1.0944782009332948e-08 + art_sys_corr_6: 3.0050456360611755e-10 + art_sys_corr_7: -1.7909019519018774e-13 + art_sys_corr_8: -5.045504646157742e-15 + art_sys_corr_9: -1.6344823838681176e-16 + art_sys_corr_10: 3.5153042556091114e-18 + art_sys_corr_11: -9.143113918838692e-20 + art_sys_corr_12: 2.0047173518201466e-21 + art_sys_corr_13: -4.1274106341684905e-23 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -430,19 +430,19 @@ bins: JEC13+: 4.136574669941303 luminosity_uncertainty: 4.29 bin_by_bin_uncertainty: 1.95 -- art_sys_corr_1: 0.11817258392615314 +- art_sys_corr_1: 0.11817258392615311 art_sys_corr_2: 0.7709829778889701 - art_sys_corr_3: 0.004526384098720997 - art_sys_corr_4: -7.788081609207316e-06 - art_sys_corr_5: 9.300137344827139e-08 - art_sys_corr_6: 4.855471157776699e-09 - art_sys_corr_7: -4.2990311317626915e-11 - art_sys_corr_8: -1.4864368937384555e-12 - art_sys_corr_9: -5.039659097231171e-14 - art_sys_corr_10: 1.096774292882999e-15 - art_sys_corr_11: -2.8585382737715683e-17 - art_sys_corr_12: 6.270171059869882e-19 - art_sys_corr_13: -1.2910358999736761e-20 + art_sys_corr_3: 0.004526384098720998 + art_sys_corr_4: -7.78808160920731e-06 + art_sys_corr_5: 9.300137344827146e-08 + art_sys_corr_6: 4.855471157776701e-09 + art_sys_corr_7: -4.299031131762682e-11 + art_sys_corr_8: -1.486436893738455e-12 + art_sys_corr_9: -5.0396590972311765e-14 + art_sys_corr_10: 1.096774292882997e-15 + art_sys_corr_11: -2.858538273771572e-17 + art_sys_corr_12: 6.270171059869888e-19 + art_sys_corr_13: -1.2910358999736794e-20 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -516,19 +516,19 @@ bins: JEC13+: 0.36628131265463154 luminosity_uncertainty: 0.5698 bin_by_bin_uncertainty: 0.259 -- art_sys_corr_1: -0.0017052761662181579 - art_sys_corr_2: -0.024981561469893384 - art_sys_corr_3: 0.13977447854213984 - art_sys_corr_4: -0.0003297884894703268 - art_sys_corr_5: -2.7472284982912755e-06 - art_sys_corr_6: 2.6141955005670593e-08 - art_sys_corr_7: -1.0848053486636065e-09 +- art_sys_corr_1: -0.0017052761662181577 + art_sys_corr_2: -0.02498156146989339 + art_sys_corr_3: 0.1397744785421399 + art_sys_corr_4: -0.000329788489470327 + art_sys_corr_5: -2.747228498291274e-06 + art_sys_corr_6: 2.614195500567069e-08 + art_sys_corr_7: -1.0848053486636052e-09 art_sys_corr_8: -3.789390624812475e-11 - art_sys_corr_9: -1.2873256923209949e-12 - art_sys_corr_10: 2.8029943712327582e-14 - art_sys_corr_11: -7.306117889446331e-16 - art_sys_corr_12: 1.602615977704465e-17 - art_sys_corr_13: -3.2998169111498457e-19 + art_sys_corr_9: -1.2873256923209955e-12 + art_sys_corr_10: 2.8029943712327547e-14 + art_sys_corr_11: -7.306117889446347e-16 + art_sys_corr_12: 1.6026159777044655e-17 + art_sys_corr_13: -3.2998169111498506e-19 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -602,19 +602,19 @@ bins: JEC13+: 0.06802367235014586 luminosity_uncertainty: 0.10581999999999998 bin_by_bin_uncertainty: 0.0481 -- art_sys_corr_1: -0.00019912086132596937 - art_sys_corr_2: 0.00026657675689180637 - art_sys_corr_3: -0.005413120399353419 - art_sys_corr_4: -0.008520015747008815 - art_sys_corr_5: -8.212158408025653e-05 - art_sys_corr_6: -1.7243408067884167e-06 - art_sys_corr_7: -1.3132009183716564e-08 - art_sys_corr_8: -4.672383609882849e-10 - art_sys_corr_9: -1.592896130512567e-11 - art_sys_corr_10: 3.4714049898889515e-13 - art_sys_corr_11: -9.049741905596133e-15 - art_sys_corr_12: 1.985144183429813e-16 - art_sys_corr_13: -4.087473780352805e-18 +- art_sys_corr_1: -0.0001991208613259694 + art_sys_corr_2: 0.0002665767568918067 + art_sys_corr_3: -0.0054131203993534206 + art_sys_corr_4: -0.008520015747008813 + art_sys_corr_5: -8.212158408025658e-05 + art_sys_corr_6: -1.724340806788417e-06 + art_sys_corr_7: -1.3132009183716545e-08 + art_sys_corr_8: -4.672383609882837e-10 + art_sys_corr_9: -1.5928961305125678e-11 + art_sys_corr_10: 3.471404989888948e-13 + art_sys_corr_11: -9.049741905596137e-15 + art_sys_corr_12: 1.9851441834298146e-16 + art_sys_corr_13: -4.087473780352814e-18 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -688,19 +688,19 @@ bins: JEC13+: 0.006279108216936541 luminosity_uncertainty: 0.019535999999999998 bin_by_bin_uncertainty: 0.00888 -- art_sys_corr_1: 7.037189597939719e-07 +- art_sys_corr_1: 7.03718959793972e-07 art_sys_corr_2: 6.0410268241093555e-05 - art_sys_corr_3: 3.192576940594535e-05 - art_sys_corr_4: 0.0003561849335248244 - art_sys_corr_5: -0.001966329820780937 - art_sys_corr_6: -4.48347091753884e-05 - art_sys_corr_7: 1.6546172446499523e-07 - art_sys_corr_8: 5.617769768755818e-09 - art_sys_corr_9: 1.8978128630150234e-10 - art_sys_corr_10: -4.12642480999076e-12 - art_sys_corr_11: 1.075306134641335e-13 - art_sys_corr_12: -2.358598482534898e-15 - art_sys_corr_13: 4.8563537503594634e-17 + art_sys_corr_3: 3.192576940594517e-05 + art_sys_corr_4: 0.00035618493352482456 + art_sys_corr_5: -0.001966329820780938 + art_sys_corr_6: -4.4834709175388374e-05 + art_sys_corr_7: 1.654617244649954e-07 + art_sys_corr_8: 5.6177697687558196e-09 + art_sys_corr_9: 1.8978128630150275e-10 + art_sys_corr_10: -4.126424809990761e-12 + art_sys_corr_11: 1.0753061346413383e-13 + art_sys_corr_12: -2.3585984825349035e-15 + art_sys_corr_13: 4.8563537503594794e-17 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -774,19 +774,19 @@ bins: JEC13+: 0.001428355697996826 luminosity_uncertainty: 0.004444 bin_by_bin_uncertainty: 0.00202 -- art_sys_corr_1: -4.667726894038748e-10 +- art_sys_corr_1: -4.667726894038747e-10 art_sys_corr_2: -9.050958024813972e-08 - art_sys_corr_3: 1.5424100611838613e-05 - art_sys_corr_4: -1.7739801886118274e-06 + art_sys_corr_3: 1.5424100611838617e-05 + art_sys_corr_4: -1.7739801886118227e-06 art_sys_corr_5: 0.00011753492179988309 - art_sys_corr_6: -0.0007506798760525884 - art_sys_corr_7: 4.917228703885155e-06 - art_sys_corr_8: 1.6911127309485413e-07 - art_sys_corr_9: 5.7275575940685894e-09 - art_sys_corr_10: -1.2461490490180935e-10 - art_sys_corr_11: 3.2477060228030356e-12 - art_sys_corr_12: -7.123741451795056e-14 - art_sys_corr_13: 1.4667844942390288e-15 + art_sys_corr_6: -0.0007506798760525886 + art_sys_corr_7: 4.917228703885151e-06 + art_sys_corr_8: 1.6911127309485405e-07 + art_sys_corr_9: 5.727557594068595e-09 + art_sys_corr_10: -1.2461490490180927e-10 + art_sys_corr_11: 3.247706022803041e-12 + art_sys_corr_12: -7.123741451795065e-14 + art_sys_corr_13: 1.4667844942390333e-15 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -860,19 +860,19 @@ bins: JEC13+: 0.0003514320702497141 luminosity_uncertainty: 0.0010934 bin_by_bin_uncertainty: 0.000497 -- art_sys_corr_1: -3.071021483382464e-13 +- art_sys_corr_1: -3.0710214833824636e-13 art_sys_corr_2: 5.6669147199232655e-12 - art_sys_corr_3: -3.3643317712330797e-09 - art_sys_corr_4: -1.405890995203348e-06 + art_sys_corr_3: -3.364331771233087e-09 + art_sys_corr_4: -1.4058909952033495e-06 art_sys_corr_5: -2.195280039033353e-06 - art_sys_corr_6: 3.200472892530505e-05 - art_sys_corr_7: 0.00011555289877561103 - art_sys_corr_8: 4.050943301301246e-06 - art_sys_corr_9: 1.3771376585762346e-07 - art_sys_corr_10: -2.9990739920215796e-09 - art_sys_corr_11: 7.817444333591519e-11 - art_sys_corr_12: -1.7147869888885793e-12 - art_sys_corr_13: 3.530783271314174e-14 + art_sys_corr_6: 3.200472892530506e-05 + art_sys_corr_7: 0.00011555289877561098 + art_sys_corr_8: 4.050943301301248e-06 + art_sys_corr_9: 1.3771376585762354e-07 + art_sys_corr_10: -2.9990739920215825e-09 + art_sys_corr_11: 7.817444333591544e-11 + art_sys_corr_12: -1.7147869888885825e-12 + art_sys_corr_13: 3.5307832713141853e-14 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -947,18 +947,18 @@ bins: luminosity_uncertainty: 0.00028379999999999996 bin_by_bin_uncertainty: 0.000129 - art_sys_corr_1: 3.233350797404071e-23 - art_sys_corr_2: -7.860114251842094e-21 - art_sys_corr_3: 1.4201620794341014e-16 - art_sys_corr_4: 1.596174066121613e-11 - art_sys_corr_5: 4.672907282492863e-10 - art_sys_corr_6: -4.693848903991652e-08 - art_sys_corr_7: -8.974364050921935e-06 - art_sys_corr_8: 5.21913190431304e-05 + art_sys_corr_2: -7.860114251839515e-21 + art_sys_corr_3: 1.4201620794386534e-16 + art_sys_corr_4: 1.596174066121612e-11 + art_sys_corr_5: 4.672907282492813e-10 + art_sys_corr_6: -4.693848903968564e-08 + art_sys_corr_7: -8.974364050921949e-06 + art_sys_corr_8: 5.219131904313036e-05 art_sys_corr_9: 2.1266107450531797e-06 - art_sys_corr_10: -4.825053007687784e-08 - art_sys_corr_11: 1.266462925250532e-09 - art_sys_corr_12: -2.781813606655805e-11 - art_sys_corr_13: 5.729330880230715e-13 + art_sys_corr_10: -4.82505300768778e-08 + art_sys_corr_11: 1.2664629252505347e-09 + art_sys_corr_12: -2.7818136066558084e-11 + art_sys_corr_13: 5.729330880230729e-13 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1032,19 +1032,19 @@ bins: JEC13+: 2.276883835420683e-05 luminosity_uncertainty: 7.084e-05 bin_by_bin_uncertainty: 3.2200000000000003e-05 -- art_sys_corr_1: -7.290795750778349e-34 - art_sys_corr_2: 2.333746653807288e-30 - art_sys_corr_3: -1.2839098971641247e-24 - art_sys_corr_4: -3.881038186339794e-17 - art_sys_corr_5: -2.129100281077882e-14 - art_sys_corr_6: 1.468736524882505e-11 - art_sys_corr_7: 1.2418234809229325e-07 - art_sys_corr_8: -4.403348597938582e-06 - art_sys_corr_9: 2.53094068314145e-05 - art_sys_corr_10: -7.201685076395619e-07 - art_sys_corr_11: 1.9566413262087254e-08 - art_sys_corr_12: -4.326479721200033e-10 - art_sys_corr_13: 8.922190588529106e-12 +- art_sys_corr_1: -7.290795750802497e-34 + art_sys_corr_2: 2.3337466473541377e-30 + art_sys_corr_3: -1.2839098454550975e-24 + art_sys_corr_4: -3.8810381863396585e-17 + art_sys_corr_5: -2.1291002810707675e-14 + art_sys_corr_6: 1.4687365229393757e-11 + art_sys_corr_7: 1.2418234809229182e-07 + art_sys_corr_8: -4.40334859793858e-06 + art_sys_corr_9: 2.5309406831414512e-05 + art_sys_corr_10: -7.201685076395618e-07 + art_sys_corr_11: 1.9566413262087294e-08 + art_sys_corr_12: -4.32647972120004e-10 + art_sys_corr_13: 8.922190588529132e-12 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1118,19 +1118,19 @@ bins: JEC13+: 6.222539674441617e-06 luminosity_uncertainty: 1.936e-05 bin_by_bin_uncertainty: 8.8e-06 -- art_sys_corr_1: 3.565118157157163e-45 - art_sys_corr_2: 4.1557184467845595e-40 - art_sys_corr_3: 2.463977547531546e-33 - art_sys_corr_4: 1.9229156058836974e-23 - art_sys_corr_5: 1.976478919036661e-19 - art_sys_corr_6: -9.355984018619373e-16 - art_sys_corr_7: -3.3588069878931297e-10 - art_sys_corr_8: 6.011296807311535e-08 - art_sys_corr_9: -1.7187043493190663e-06 - art_sys_corr_10: -1.0656775444540283e-05 - art_sys_corr_11: 3.39880798917849e-07 - art_sys_corr_12: -7.734295950641319e-09 - art_sys_corr_13: 1.6037929892395481e-10 +- art_sys_corr_1: 3.5651193537167583e-45 + art_sys_corr_2: 4.15575041376271e-40 + art_sys_corr_3: 2.463951980537163e-33 + art_sys_corr_4: 1.9229156058747424e-23 + art_sys_corr_5: 1.9764789171004616e-19 + art_sys_corr_6: -9.355981391366493e-16 + art_sys_corr_7: -3.358806987892005e-10 + art_sys_corr_8: 6.011296807311527e-08 + art_sys_corr_9: -1.7187043493190692e-06 + art_sys_corr_10: -1.0656775444540285e-05 + art_sys_corr_11: 3.3988079891784965e-07 + art_sys_corr_12: -7.734295950641329e-09 + art_sys_corr_13: 1.6037929892395528e-10 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1204,19 +1204,19 @@ bins: JEC13+: 1.2162236636408616e-06 luminosity_uncertainty: 3.784e-06 bin_by_bin_uncertainty: 1.72e-06 -- art_sys_corr_1: -1.9794365711691202e-53 - art_sys_corr_2: -5.288211814356424e-47 - art_sys_corr_3: 4.229448401680233e-40 - art_sys_corr_4: -1.7645980648369986e-30 - art_sys_corr_5: -3.3982213149581484e-25 - art_sys_corr_6: 1.1037023622605095e-20 - art_sys_corr_7: 1.6708410741589197e-13 - art_sys_corr_8: -1.4677441837382459e-10 - art_sys_corr_9: 1.836605472267395e-08 - art_sys_corr_10: 7.739820317671832e-07 - art_sys_corr_11: 4.6948734267669245e-06 - art_sys_corr_12: -1.2794720906457882e-07 - art_sys_corr_13: 2.738489198434203e-09 +- art_sys_corr_1: -1.9794475504799437e-53 + art_sys_corr_2: -5.288241146400125e-47 + art_sys_corr_3: 4.229471860774172e-40 + art_sys_corr_4: -1.7645980637808995e-30 + art_sys_corr_5: -3.3982203252102056e-25 + art_sys_corr_6: 1.1036408252465154e-20 + art_sys_corr_7: 1.6708410741467917e-13 + art_sys_corr_8: -1.46774418373824e-10 + art_sys_corr_9: 1.8366054722673957e-08 + art_sys_corr_10: 7.739820317671834e-07 + art_sys_corr_11: 4.694873426766927e-06 + art_sys_corr_12: -1.2794720906457868e-07 + art_sys_corr_13: 2.7384891984342057e-09 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1290,19 +1290,19 @@ bins: JEC13+: 2.842569260369921e-07 luminosity_uncertainty: 8.844e-07 bin_by_bin_uncertainty: 4.02e-07 -- art_sys_corr_1: 3.151142817261724e-61 - art_sys_corr_2: 8.418512074436202e-55 - art_sys_corr_3: -6.733025016336858e-48 - art_sys_corr_4: 2.8095780742046897e-38 - art_sys_corr_5: 1.0137789183638871e-31 - art_sys_corr_6: -2.272307198643507e-26 - art_sys_corr_7: -1.4401130842386064e-17 - art_sys_corr_8: 6.176058200097212e-14 - art_sys_corr_9: -3.30715194427445e-11 - art_sys_corr_10: -8.116999065038211e-09 - art_sys_corr_11: -3.0036621569201503e-07 - art_sys_corr_12: -2.006981910058726e-06 - art_sys_corr_13: 5.136012461375933e-08 +- art_sys_corr_1: 3.151160084253211e-61 + art_sys_corr_2: 8.41855820448543e-55 + art_sys_corr_3: -6.73306191008306e-48 + art_sys_corr_4: 2.809577880507056e-38 + art_sys_corr_5: 1.0136848110608368e-31 + art_sys_corr_6: -2.2509440582286274e-26 + art_sys_corr_7: -1.4401130840200836e-17 + art_sys_corr_8: 6.176058200096707e-14 + art_sys_corr_9: -3.307151944274446e-11 + art_sys_corr_10: -8.116999065038228e-09 + art_sys_corr_11: -3.003662156920153e-07 + art_sys_corr_12: -2.0069819100587238e-06 + art_sys_corr_13: 5.136012461375935e-08 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1376,18 +1376,18 @@ bins: JEC13+: 3.8254476862192216e-08 luminosity_uncertainty: 1.1901999999999999e-07 bin_by_bin_uncertainty: 5.41e-08 -- art_sys_corr_1: -1.0943930380705239e-69 - art_sys_corr_2: -2.9237522827294967e-63 - art_sys_corr_3: 2.338382018951737e-56 - art_sys_corr_4: -9.757636974829267e-47 - art_sys_corr_5: -6.70574744681342e-39 - art_sys_corr_6: 1.3155282852334892e-32 - art_sys_corr_7: 2.707117459401898e-22 - art_sys_corr_8: -5.662036559177687e-18 - art_sys_corr_9: 1.2919534074619074e-14 - art_sys_corr_10: 1.798745738877192e-11 - art_sys_corr_11: 3.4996654522931597e-09 - art_sys_corr_12: 1.4390804126540608e-07 +- art_sys_corr_1: -1.0944454608609313e-69 + art_sys_corr_2: -2.923892334107221e-63 + art_sys_corr_3: 2.338494030185838e-56 + art_sys_corr_4: -9.758051244064086e-47 + art_sys_corr_5: -6.524452623618146e-39 + art_sys_corr_6: 8.281439575753315e-33 + art_sys_corr_7: 2.707117450864926e-22 + art_sys_corr_8: -5.662036559166665e-18 + art_sys_corr_9: 1.2919534074619079e-14 + art_sys_corr_10: 1.7987457388771986e-11 + art_sys_corr_11: 3.499665452293162e-09 + art_sys_corr_12: 1.4390804126540606e-07 art_sys_corr_13: 7.187261145090859e-07 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 @@ -1478,15 +1478,15 @@ bins: art_sys_corr_14: 2.4998371838303606 art_sys_corr_15: -0.028531300640625996 art_sys_corr_16: -0.00013864545575562618 - art_sys_corr_17: 5.308382837248269e-07 - art_sys_corr_18: -1.8210959938150604e-08 - art_sys_corr_19: -6.826969159191657e-10 - art_sys_corr_20: -1.1591376249260349e-12 - art_sys_corr_21: -6.827070488763367e-14 - art_sys_corr_22: 6.408204218478338e-15 - art_sys_corr_23: -1.5595348696194272e-16 - art_sys_corr_24: 2.2527870057212355e-18 - art_sys_corr_25: 6.079939008925059e-20 + art_sys_corr_17: 5.308382837248268e-07 + art_sys_corr_18: -1.821095993815061e-08 + art_sys_corr_19: -6.826969159191658e-10 + art_sys_corr_20: -1.1591376249260353e-12 + art_sys_corr_21: -6.827070488763366e-14 + art_sys_corr_22: 6.408204218478341e-15 + art_sys_corr_23: -1.5595348696194267e-16 + art_sys_corr_24: 2.2527870057212363e-18 + art_sys_corr_25: 6.079939008925064e-20 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1565,14 +1565,14 @@ bins: art_sys_corr_15: -0.6403773632221231 art_sys_corr_16: -0.005061035310308608 art_sys_corr_17: -1.2365286376474054e-05 - art_sys_corr_18: -1.4192842419834793e-07 + art_sys_corr_18: -1.4192842419834804e-07 art_sys_corr_19: -1.020561386988865e-08 - art_sys_corr_20: -6.753225925833116e-11 - art_sys_corr_21: 1.5773196694748208e-12 - art_sys_corr_22: 3.5118817033056817e-14 - art_sys_corr_23: -1.1107611480447701e-15 - art_sys_corr_24: 1.659287968187621e-17 - art_sys_corr_25: 4.49440653309595e-19 + art_sys_corr_20: -6.753225925833117e-11 + art_sys_corr_21: 1.5773196694748196e-12 + art_sys_corr_22: 3.5118817033056873e-14 + art_sys_corr_23: -1.1107611480447715e-15 + art_sys_corr_24: 1.659287968187623e-17 + art_sys_corr_25: 4.494406533095959e-19 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1651,14 +1651,14 @@ bins: art_sys_corr_15: 0.024241734334603447 art_sys_corr_16: -0.13381152220330755 art_sys_corr_17: -0.0004000760429567544 - art_sys_corr_18: 4.197190882048866e-06 - art_sys_corr_19: -4.0284736356494186e-08 + art_sys_corr_18: 4.1971908820488645e-06 + art_sys_corr_19: -4.028473635649421e-08 art_sys_corr_20: -1.2874872532585804e-09 - art_sys_corr_21: 7.209045644212041e-11 - art_sys_corr_22: -1.4412483018077909e-12 - art_sys_corr_23: 2.755106414728119e-14 - art_sys_corr_24: -3.818592078148895e-16 - art_sys_corr_25: -1.0258008447720532e-17 + art_sys_corr_21: 7.209045644212037e-11 + art_sys_corr_22: -1.4412483018077885e-12 + art_sys_corr_23: 2.7551064147281118e-14 + art_sys_corr_24: -3.818592078148884e-16 + art_sys_corr_25: -1.0258008447720509e-17 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1737,14 +1737,14 @@ bins: art_sys_corr_15: -0.00019441268968722168 art_sys_corr_16: 0.005697307772720278 art_sys_corr_17: -0.009404378256876024 - art_sys_corr_18: 0.00011390283397914024 - art_sys_corr_19: 3.1824791382962743e-06 - art_sys_corr_20: -1.0793310196454415e-08 - art_sys_corr_21: 1.0757953954232977e-09 - art_sys_corr_22: -4.73093449210767e-11 - art_sys_corr_23: 1.076795958005799e-12 - art_sys_corr_24: -1.5395361385221563e-14 - art_sys_corr_25: -4.1502616268177225e-16 + art_sys_corr_18: 0.00011390283397914027 + art_sys_corr_19: 3.1824791382962747e-06 + art_sys_corr_20: -1.0793310196454413e-08 + art_sys_corr_21: 1.0757953954232973e-09 + art_sys_corr_22: -4.730934492107667e-11 + art_sys_corr_23: 1.0767959580057972e-12 + art_sys_corr_24: -1.5395361385221548e-14 + art_sys_corr_25: -4.15026162681772e-16 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1823,14 +1823,14 @@ bins: art_sys_corr_15: -7.263968206936043e-05 art_sys_corr_16: -3.885074152250802e-05 art_sys_corr_17: 0.0004556315529747306 - art_sys_corr_18: 0.002353855758354378 + art_sys_corr_18: 0.0023538557583543786 art_sys_corr_19: 7.054303382381855e-05 art_sys_corr_20: 2.0628987087753726e-07 - art_sys_corr_21: 6.886497226862312e-09 - art_sys_corr_22: -6.719664186879323e-10 - art_sys_corr_23: 1.6363144430102503e-11 - art_sys_corr_24: -2.3637989059619205e-13 - art_sys_corr_25: -6.379568694871223e-15 + art_sys_corr_21: 6.8864972268623125e-09 + art_sys_corr_22: -6.719664186879324e-10 + art_sys_corr_23: 1.6363144430102487e-11 + art_sys_corr_24: -2.3637989059619215e-13 + art_sys_corr_25: -6.379568694871226e-15 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1909,14 +1909,14 @@ bins: art_sys_corr_15: 1.635573180980824e-07 art_sys_corr_16: -2.0702683609116274e-05 art_sys_corr_17: -2.2757084084071405e-06 - art_sys_corr_18: -0.00016525387032794074 + art_sys_corr_18: -0.0001652538703279408 art_sys_corr_19: 0.0010062962970930592 art_sys_corr_20: 5.0080077529469315e-06 - art_sys_corr_21: -1.8423350500384538e-07 - art_sys_corr_22: -2.428825716148053e-09 - art_sys_corr_23: 8.736886695511362e-11 - art_sys_corr_24: -1.3227850116893489e-12 - art_sys_corr_25: -3.5880135674531454e-14 + art_sys_corr_21: -1.842335050038453e-07 + art_sys_corr_22: -2.4288257161480583e-09 + art_sys_corr_23: 8.736886695511372e-11 + art_sys_corr_24: -1.3227850116893507e-12 + art_sys_corr_25: -3.588013567453152e-14 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1995,14 +1995,14 @@ bins: art_sys_corr_15: -7.323380586685704e-12 art_sys_corr_16: 4.575991793673435e-09 art_sys_corr_17: -1.4974955579227631e-06 - art_sys_corr_18: 2.8334042848744134e-06 + art_sys_corr_18: 2.833404284874414e-06 art_sys_corr_19: -4.100094919199828e-05 art_sys_corr_20: 0.00012323475102802726 - art_sys_corr_21: -4.672952791539376e-06 - art_sys_corr_22: 1.054440099104374e-07 - art_sys_corr_23: -2.1109044686398612e-09 - art_sys_corr_24: 2.952340412000723e-11 - art_sys_corr_25: 7.93922435803197e-13 + art_sys_corr_21: -4.672952791539373e-06 + art_sys_corr_22: 1.0544400991043733e-07 + art_sys_corr_23: -2.1109044686398575e-09 + art_sys_corr_24: 2.9523404120007194e-11 + art_sys_corr_25: 7.939224358031962e-13 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2081,14 +2081,14 @@ bins: art_sys_corr_15: -2.457305950234616e-13 art_sys_corr_16: -3.010792565553341e-12 art_sys_corr_17: 7.158315066185058e-09 - art_sys_corr_18: 5.869553569010704e-07 + art_sys_corr_18: 5.869553569010706e-07 art_sys_corr_19: 1.3616495272398043e-07 - art_sys_corr_20: -1.0088143251887866e-05 + art_sys_corr_20: -1.0088143251887863e-05 art_sys_corr_21: -5.708285483999399e-05 - art_sys_corr_22: 1.8472571434485996e-06 - art_sys_corr_23: -3.976238599196354e-08 - art_sys_corr_24: 5.631530188563488e-10 - art_sys_corr_25: 1.5165338269900712e-11 + art_sys_corr_22: 1.8472571434485992e-06 + art_sys_corr_23: -3.976238599196351e-08 + art_sys_corr_24: 5.631530188563482e-10 + art_sys_corr_25: 1.51653382699007e-11 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2167,14 +2167,14 @@ bins: art_sys_corr_15: 1.0419571241273932e-16 art_sys_corr_16: -3.0211069335627496e-13 art_sys_corr_17: -6.732853845903475e-12 - art_sys_corr_18: -7.783363654802533e-09 + art_sys_corr_18: -7.783363654802536e-09 art_sys_corr_19: 2.5893769285309416e-07 - art_sys_corr_20: 2.230000519736456e-07 - art_sys_corr_21: 4.176535819886984e-06 + art_sys_corr_20: 2.230000519736453e-07 + art_sys_corr_21: 4.176535819886986e-06 art_sys_corr_22: 2.5347525610394265e-05 - art_sys_corr_23: -6.576956810837045e-07 - art_sys_corr_24: 9.589932840251411e-09 - art_sys_corr_25: 2.5908396716481695e-10 + art_sys_corr_23: -6.576956810837044e-07 + art_sys_corr_24: 9.589932840251408e-09 + art_sys_corr_25: 2.5908396716481705e-10 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2253,14 +2253,14 @@ bins: art_sys_corr_15: -8.798442076070639e-27 art_sys_corr_16: 5.843623754557649e-22 art_sys_corr_17: 2.6341889146419646e-18 - art_sys_corr_18: 4.845936975591036e-14 + art_sys_corr_18: 4.845936975591037e-14 art_sys_corr_19: -8.827733521681419e-12 - art_sys_corr_20: -5.095791264391767e-10 - art_sys_corr_21: -4.549771749373173e-08 - art_sys_corr_22: -1.6298399605409506e-06 - art_sys_corr_23: -1.0269889445614989e-05 - art_sys_corr_24: 1.7578073121623947e-07 - art_sys_corr_25: 4.82808004193103e-09 + art_sys_corr_20: -5.095791264391762e-10 + art_sys_corr_21: -4.54977174937318e-08 + art_sys_corr_22: -1.6298399605409522e-06 + art_sys_corr_23: -1.0269889445614985e-05 + art_sys_corr_24: 1.7578073121623955e-07 + art_sys_corr_25: 4.828080041931034e-09 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2339,14 +2339,14 @@ bins: art_sys_corr_15: 1.0178935953093696e-37 art_sys_corr_16: -1.5494487695927636e-31 art_sys_corr_17: -1.4115742269532665e-25 - art_sys_corr_18: -4.1322851955644926e-20 + art_sys_corr_18: -4.1322851955644944e-20 art_sys_corr_19: 4.1216573259856846e-17 - art_sys_corr_20: 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art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -3823,13 +3823,13 @@ bins: art_sys_corr_37: 4.837546164226517e-06 art_sys_corr_38: -0.00015355927960660832 art_sys_corr_39: -7.389870732770806e-05 - art_sys_corr_40: -0.002490200667778885 - art_sys_corr_41: -0.014993591416374867 - art_sys_corr_42: -4.5298614148403125e-05 - art_sys_corr_43: -4.851823816220587e-07 - art_sys_corr_44: -2.6293667091471665e-09 - art_sys_corr_45: 5.331622484105526e-11 - art_sys_corr_46: -8.974446107423513e-14 + art_sys_corr_40: -0.0024902006677788844 + art_sys_corr_41: -0.014993591416374871 + art_sys_corr_42: -4.529861414840312e-05 + art_sys_corr_43: -4.851823816220591e-07 + art_sys_corr_44: -2.6293667091471776e-09 + art_sys_corr_45: 5.331622484105533e-11 + art_sys_corr_46: -8.974446107423516e-14 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -3909,13 +3909,13 @@ bins: art_sys_corr_37: -6.703025815318743e-09 art_sys_corr_38: 4.569822473970742e-07 art_sys_corr_39: -2.48581254367985e-05 - art_sys_corr_40: 3.1943806598436835e-05 - art_sys_corr_41: 0.0006316732139944935 + art_sys_corr_40: 3.194380659843682e-05 + art_sys_corr_41: 0.0006316732139944936 art_sys_corr_42: -0.00107782474620669 - art_sys_corr_43: -1.2004515783366203e-05 - art_sys_corr_44: 3.4164426475088914e-07 - art_sys_corr_45: -2.9016024084600554e-09 - art_sys_corr_46: -6.277787890901938e-13 + art_sys_corr_43: -1.2004515783366208e-05 + art_sys_corr_44: 3.4164426475088903e-07 + art_sys_corr_45: -2.9016024084600562e-09 + art_sys_corr_46: -6.277787890901935e-13 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -3994,14 +3994,14 @@ bins: art_sys_corr_36: 0.0 art_sys_corr_37: -1.354561409444438e-10 art_sys_corr_38: -4.584077087901352e-10 - art_sys_corr_39: 1.725638095747743e-07 - art_sys_corr_40: 7.949544467649935e-06 - art_sys_corr_41: -1.4659028725137088e-06 - art_sys_corr_42: 5.0654791782335483e-05 + art_sys_corr_39: 1.7256380957477435e-07 + art_sys_corr_40: 7.949544467649932e-06 + art_sys_corr_41: -1.4659028725137124e-06 + art_sys_corr_42: 5.065479178233545e-05 art_sys_corr_43: -0.0002557941230747957 - art_sys_corr_44: 7.686377954062731e-06 - art_sys_corr_45: -6.600651423688396e-08 - art_sys_corr_46: -1.3985021840277883e-11 + art_sys_corr_44: 7.686377954062736e-06 + art_sys_corr_45: -6.600651423688411e-08 + art_sys_corr_46: -1.3985021840277807e-11 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -4081,13 +4081,13 @@ bins: art_sys_corr_37: 1.592219869318845e-13 art_sys_corr_38: -3.140675648408447e-11 art_sys_corr_39: -1.4206934855802007e-10 - art_sys_corr_40: -4.8863378772961465e-08 - art_sys_corr_41: -2.2424602835134927e-06 - art_sys_corr_42: -1.9397826516064708e-07 + art_sys_corr_40: -4.886337877296146e-08 + art_sys_corr_41: -2.242460283513493e-06 + art_sys_corr_42: -1.9397826516064673e-07 art_sys_corr_43: 1.7987379017133792e-05 art_sys_corr_44: 0.00010950384324052521 - art_sys_corr_45: -1.1374832392118315e-06 - art_sys_corr_46: 4.3306389453408936e-10 + art_sys_corr_45: -1.1374832392118323e-06 + art_sys_corr_46: 4.3306389453408957e-10 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -4167,13 +4167,13 @@ bins: art_sys_corr_37: -6.974404718763795e-23 art_sys_corr_38: 8.548095748443568e-20 art_sys_corr_39: 3.6851064147155046e-18 - art_sys_corr_40: 1.2749653812443055e-14 - art_sys_corr_41: 4.455814741315933e-12 - art_sys_corr_42: 7.474522652587249e-11 - art_sys_corr_43: -1.2415732153674767e-07 - art_sys_corr_44: -4.37762124399822e-06 - art_sys_corr_45: -2.8566251663838092e-05 - art_sys_corr_46: 1.682487043678987e-08 + art_sys_corr_40: 1.2749653812443049e-14 + art_sys_corr_41: 4.4558147413159325e-12 + art_sys_corr_42: 7.474522652587157e-11 + art_sys_corr_43: -1.2415732153674756e-07 + art_sys_corr_44: -4.377621243998222e-06 + art_sys_corr_45: -2.85662516638381e-05 + art_sys_corr_46: 1.6824870436789872e-08 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -4253,11 +4253,11 @@ bins: art_sys_corr_37: -3.651454484937044e-22 art_sys_corr_38: -8.133815714015329e-21 art_sys_corr_39: 2.755450624502594e-17 - art_sys_corr_40: 1.271094688295679e-14 - art_sys_corr_41: -4.129088141892286e-14 - art_sys_corr_42: 1.1976400983410847e-10 - art_sys_corr_43: -1.0068504650924668e-08 - art_sys_corr_44: 2.8559094137510738e-08 + art_sys_corr_40: 1.2710946882956788e-14 + art_sys_corr_41: -4.129088141892278e-14 + art_sys_corr_42: 1.1976400983410842e-10 + art_sys_corr_43: -1.0068504650924663e-08 + art_sys_corr_44: 2.8559094137510745e-08 art_sys_corr_45: 5.216787278994869e-07 art_sys_corr_46: 9.222441617434576e-07 art_sys_corr_47: 0.0 @@ -4348,12 +4348,12 @@ bins: art_sys_corr_46: 0.0 art_sys_corr_47: -0.29176597323930176 art_sys_corr_48: -0.01168780021179109 - art_sys_corr_49: -0.00011036671730121157 - art_sys_corr_50: 2.260420944680447e-06 - art_sys_corr_51: -1.0252571933032272e-07 - art_sys_corr_52: -2.1667168676171053e-09 - art_sys_corr_53: 5.637788839004546e-12 - art_sys_corr_54: 8.449524560640159e-15 + art_sys_corr_49: -0.00011036671730121153 + art_sys_corr_50: 2.2604209446804476e-06 + art_sys_corr_51: -1.0252571933032281e-07 + art_sys_corr_52: -2.1667168676171078e-09 + art_sys_corr_53: 5.637788839004554e-12 + art_sys_corr_54: 8.449524560640165e-15 Unfolding+: -0.03521391770309006 Unfolding-: 0.03521391770309006 JEC0-: -0.1056417531092702 @@ -4434,12 +4434,12 @@ bins: art_sys_corr_46: 0.0 art_sys_corr_47: 0.027000825819081996 art_sys_corr_48: -0.12612620808984432 - art_sys_corr_49: -0.002033117016825973 - art_sys_corr_50: -3.837911403666687e-05 - art_sys_corr_51: -4.517525236726065e-07 - art_sys_corr_52: -1.776600457614943e-08 - art_sys_corr_53: 2.1255213506697625e-10 - art_sys_corr_54: -1.6336906827834643e-13 + art_sys_corr_49: -0.0020331170168259726 + art_sys_corr_50: -3.837911403666686e-05 + art_sys_corr_51: -4.517525236726067e-07 + art_sys_corr_52: -1.7766004576149448e-08 + art_sys_corr_53: 2.1255213506697604e-10 + art_sys_corr_54: -1.6336906827834636e-13 Unfolding+: -0.00834386001800126 Unfolding-: 0.00834386001800126 JEC0-: -0.02503158005400378 @@ -4520,12 +4520,12 @@ bins: art_sys_corr_46: 0.0 art_sys_corr_47: -0.0006403334072291461 art_sys_corr_48: 0.007179554663917997 - art_sys_corr_49: -0.035875135795211156 - art_sys_corr_50: -0.0007606042997666793 - art_sys_corr_51: 8.984377572802145e-06 - art_sys_corr_52: -1.0338523831080816e-07 - art_sys_corr_53: 2.6845656852739065e-09 - art_sys_corr_54: -4.1189360242006616e-12 + art_sys_corr_49: -0.03587513579521116 + art_sys_corr_50: -0.000760604299766679 + art_sys_corr_51: 8.984377572802174e-06 + art_sys_corr_52: -1.0338523831080766e-07 + art_sys_corr_53: 2.6845656852739036e-09 + art_sys_corr_54: -4.118936024200661e-12 Unfolding+: -0.0021496046148071044 Unfolding-: 0.0021496046148071044 JEC0-: -0.008598418459228417 @@ -4605,13 +4605,13 @@ bins: art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 art_sys_corr_47: -0.00011068783346724152 - art_sys_corr_48: -6.07793800001265e-05 - art_sys_corr_49: 0.002506505261132691 - art_sys_corr_50: -0.01091417170081856 - art_sys_corr_51: 0.00014944979306615697 - art_sys_corr_52: 2.5080824583174322e-06 - art_sys_corr_53: 1.8147172076861158e-08 - art_sys_corr_54: -4.055727008699664e-11 + art_sys_corr_48: -6.077938000012649e-05 + art_sys_corr_49: 0.0025065052611326923 + art_sys_corr_50: -0.010914171700818558 + art_sys_corr_51: 0.00014944979306615733 + art_sys_corr_52: 2.508082458317439e-06 + art_sys_corr_53: 1.814717207686112e-08 + art_sys_corr_54: -4.0557270086996654e-11 Unfolding+: -0.0004433559518039653 Unfolding-: 0.0004433559518039653 JEC0-: -0.001773423807215861 @@ -4692,12 +4692,12 @@ bins: art_sys_corr_46: 0.0 art_sys_corr_47: 1.3736749735521582e-06 art_sys_corr_48: -3.407045656167227e-05 - art_sys_corr_49: -1.643151420764802e-05 - art_sys_corr_50: 0.0004916310611406992 - art_sys_corr_51: 0.0033334332070432396 + art_sys_corr_49: -1.6431514207647998e-05 + art_sys_corr_50: 0.0004916310611407001 + art_sys_corr_51: 0.00333343320704324 art_sys_corr_52: 4.460042108478681e-05 art_sys_corr_53: -2.805168689962796e-07 - art_sys_corr_54: -1.6740375415706153e-10 + art_sys_corr_54: -1.6740375415706184e-10 Unfolding+: -5.4447222151364154e-05 Unfolding-: 5.4447222151364154e-05 JEC0-: -0.00021778888860545661 @@ -4777,13 +4777,13 @@ bins: art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 art_sys_corr_47: -2.4767035770987663e-09 - art_sys_corr_48: 1.573413020072308e-07 - art_sys_corr_49: -9.872107189639742e-06 - art_sys_corr_50: 5.580938555065875e-06 - art_sys_corr_51: -0.00015829179655034477 - art_sys_corr_52: 0.0009417057089097916 - art_sys_corr_53: -5.516772529422067e-06 - art_sys_corr_54: 5.872948042620304e-09 + art_sys_corr_48: 1.5734130200723074e-07 + art_sys_corr_49: -9.872107189639744e-06 + art_sys_corr_50: 5.580938555065867e-06 + art_sys_corr_51: -0.0001582917965503444 + art_sys_corr_52: 0.0009417057089097917 + art_sys_corr_53: -5.516772529422065e-06 + art_sys_corr_54: 5.872948042620305e-09 Unfolding+: -1.7465537495307722e-05 Unfolding-: 1.7465537495307722e-05 JEC0-: -8.732768747653861e-05 @@ -4863,13 +4863,13 @@ bins: art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 art_sys_corr_47: -3.963621266880434e-11 - art_sys_corr_48: -1.0646535139804884e-10 - art_sys_corr_49: 5.962312729164451e-08 - art_sys_corr_50: -2.813562554811112e-06 - art_sys_corr_51: -4.492632350733863e-07 - art_sys_corr_52: -3.9727672321909396e-05 - art_sys_corr_53: -0.00013108229659790732 - art_sys_corr_54: 1.484717711302449e-07 + art_sys_corr_48: -1.0646535139804892e-10 + art_sys_corr_49: 5.962312729164455e-08 + art_sys_corr_50: -2.8135625548111136e-06 + art_sys_corr_51: -4.492632350733873e-07 + art_sys_corr_52: -3.972767232190944e-05 + art_sys_corr_53: -0.00013108229659790726 + art_sys_corr_54: 1.4847177113024479e-07 Unfolding+: -4.440630585851518e-06 Unfolding-: 4.440630585851518e-06 JEC0-: -3.108441410096063e-05 @@ -4948,14 +4948,14 @@ bins: art_sys_corr_44: 0.0 art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 - art_sys_corr_47: 6.739924989066233e-15 - art_sys_corr_48: -8.916612559273265e-13 - art_sys_corr_49: -5.344334735834492e-12 - art_sys_corr_50: 1.7315033902418094e-09 - art_sys_corr_51: 1.258436518238725e-07 - art_sys_corr_52: 3.027537761869714e-08 - art_sys_corr_53: 1.572118327152972e-06 - art_sys_corr_54: 1.2400068054010916e-05 + art_sys_corr_47: 6.739924989066236e-15 + art_sys_corr_48: -8.916612559273266e-13 + art_sys_corr_49: -5.344334735834473e-12 + art_sys_corr_50: 1.7315033902418135e-09 + art_sys_corr_51: 1.2584365182387232e-07 + art_sys_corr_52: 3.02753776186971e-08 + art_sys_corr_53: 1.5721183271529704e-06 + art_sys_corr_54: 1.2400068054010918e-05 Unfolding+: -1.7111984104714447e-07 Unfolding-: 1.7111984104714447e-07 JEC0-: -9.411591257592948e-07 From 112797f47a29f69298fd30dbfb309262bf0a068d Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Wed, 17 Apr 2024 16:32:05 +0100 Subject: [PATCH 13/70] CMS_1JET_8TEV files changed based on change in metadata names --- .../new_commondata/CMS_1JET_8TEV/filter.py | 64 - .../CMS_1JET_8TEV/kinematics.yaml | 4924 +- .../CMS_1JET_8TEV/uncertainties.yaml | 59550 ++++++++-------- 3 files changed, 32237 insertions(+), 32301 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py index 231133fba1..b4f9e8f402 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py @@ -75,11 +75,9 @@ def filter_CMS_1JET_8TEV_uncertainties(): # Luminosity uncertainty lum_unc = df_unc['Luminosity'].values * df_unc['Sigma'].values / 100 - lumi_cov = np.outer(lum_unc, lum_unc) # np.einsum('i,j->ij', lum_unc, lum_unc) # Uncorrelated uncorr = df_unc['uncor'].values * df_unc['Sigma'].values / 100 - cov_uncorr = np.diag(uncorr**2) # Unfolding Systematics df_unfold = ( @@ -88,7 +86,6 @@ def filter_CMS_1JET_8TEV_uncertainties(): / 100.0 / np.sqrt(2.0) ) - cov_unfold = df_unfold.to_numpy() @ df_unfold.to_numpy().T # Systematic Correlated Uncertainties (Unfolding + JES) df_JES = ( @@ -104,16 +101,12 @@ def filter_CMS_1JET_8TEV_uncertainties(): df_JES = process_err(df_JES) - cov_JES = df_JES.to_numpy() @ df_JES.to_numpy().T - # # NP corrections (SKIP) # np_p = df_unc['Sigma'].values * (df_unc['NPCorr'].values * (1. + df_unc['npcorerr+'].values / 100.) - 1) / np.sqrt(2.) # cov_np = np.einsum('i,j->ij', np_p, np_p) # np_m = df_unc['Sigma'].values * (df_unc['NPCorr'].values * (1. + df_unc['npcorerr-'].values / 100.) - 1) / np.sqrt(2.) # cov_np += np.einsum('i,j->ij', np_m, np_m) - covmat = cov_JES + cov_unfold + bd_stat_cov + lumi_cov + cov_uncorr - # save systematics to yaml file # error definition @@ -182,65 +175,8 @@ def filter_CMS_1JET_8TEV_uncertainties(): with open(f"uncertainties.yaml", 'w') as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) - return covmat - if __name__ == "__main__": # write data central values and kinematics to file filter_CMS_1JET_8TEV_data_kinetic() filter_CMS_1JET_8TEV_uncertainties() - - covmat = filter_CMS_1JET_8TEV_uncertainties() - - from validphys.api import API - - # why does the API give a 185 x 185 shaped covmat - # i.e. why is it ignoring the low pt stuff - - inps = [{'dataset': "CMS_1JET_8TEV"}] - inp = dict(dataset_inputs=inps, theoryid=200, use_cuts="internal") - cmat = API.dataset_inputs_covmat_from_systematics(**inp) - - import matplotlib.pyplot as plt - import seaborn as sns - - fig, axs = plt.subplots(1, 2, figsize=(12, 5), sharey=True) - - # Create a shared colorbar axis - cbar_ax = fig.add_axes([0.92, 0.15, 0.02, 0.7]) - - sns.heatmap( - covmat / np.outer(np.sqrt(np.diag(covmat)), np.sqrt(np.diag(covmat))), - annot=False, - cmap="YlGnBu", - ax=axs[0], - cbar_ax=cbar_ax, - ) - sns.heatmap( - cmat / np.outer(np.sqrt(np.diag(cmat)), np.sqrt(np.diag(cmat))), - annot=False, - cmap="YlGnBu", - ax=axs[1], - cbar_ax=cbar_ax, - ) - - plt.show() - - ones = covmat / cmat - print(ones) - print() - print(np.diag(ones)) - print() - print(np.allclose(np.ones(covmat.shape), ones, rtol=1e-5)) - print(np.max(covmat - cmat), np.min(covmat - cmat)) - # print(np.argmax(covmat-cmat, axis=1), np.argmax(covmat-cmat, axis=0), np.argmin(covmat-cmat)) - max_index = np.argmax(covmat - cmat) - print("Index of the largest entry:", max_index) - - # Get the row and column indices of the largest entry - max_row_index, max_col_index = np.unravel_index(max_index, (covmat - cmat).shape) - print("Row index of the largest entry:", max_row_index) - print("Column index of the largest entry:", max_col_index) - print((covmat.flatten()[max_index]), covmat[max_row_index, max_col_index]) - print((cmat.flatten()[max_index]), cmat[max_row_index, max_col_index]) - # print(covmat[np.argmax(covmat-cmat)]) diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml index 16f29959a3..6c7ab09ccd 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml @@ -1,2869 +1,2869 @@ bins: -- pT: - max: 24.0 - mid: 22.5 - min: 21.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 28.0 - mid: 26.0 - min: 24.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 mid: 0.25 - min: 0.0 -- pT: - max: 32.0 - mid: 30.0 - min: 28.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 37.0 - mid: 34.5 - min: 32.0 - sqrts: - max: null - mid: 8000.0 + p_T2: + min: 441.0 + mid: 506.25 + max: 576.0 + sqrt_s: min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 43.0 - mid: 40.0 - min: 37.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 49.0 - mid: 46.0 - min: 43.0 - sqrts: max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 56.0 - mid: 52.5 - min: 49.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 mid: 0.25 - min: 0.0 -- pT: - max: 64.0 - mid: 60.0 - min: 56.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 74.0 - mid: 69.0 - min: 64.0 - sqrts: - max: null - mid: 8000.0 + p_T2: + min: 576.0 + mid: 676.0 + max: 784.0 + sqrt_s: min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 84.0 - mid: 79.0 - min: 74.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 97.0 - mid: 90.5 - min: 84.0 - sqrts: max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 114.0 - mid: 105.5 - min: 97.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 mid: 0.25 - min: 0.0 -- pT: - max: 133.0 - mid: 123.5 - min: 114.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 153.0 - mid: 143.0 - min: 133.0 - sqrts: - max: null - mid: 8000.0 + p_T2: + min: 784.0 + mid: 900.0 + max: 1024.0 + sqrt_s: min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 174.0 - mid: 163.5 - min: 153.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 196.0 - mid: 185.0 - min: 174.0 - sqrts: max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 220.0 - mid: 208.0 - min: 196.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 mid: 0.25 - min: 0.0 -- pT: - max: 245.0 - mid: 232.5 - min: 220.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 272.0 - mid: 258.5 - min: 245.0 - sqrts: - max: null - mid: 8000.0 + p_T2: + min: 1024.0 + mid: 1190.25 + max: 1369.0 + sqrt_s: min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 300.0 - mid: 286.0 - min: 272.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 330.0 - mid: 315.0 - min: 300.0 - sqrts: max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 362.0 - mid: 346.0 - min: 330.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 mid: 0.25 - min: 0.0 -- pT: - max: 395.0 - mid: 378.5 - min: 362.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 430.0 - mid: 412.5 - min: 395.0 - sqrts: - max: null - mid: 8000.0 + p_T2: + min: 1369.0 + mid: 1600.0 + max: 1849.0 + sqrt_s: min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 468.0 - mid: 449.0 - min: 430.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 507.0 - mid: 487.5 - min: 468.0 - sqrts: max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 548.0 - mid: 527.5 - min: 507.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 mid: 0.25 - min: 0.0 -- pT: - max: 592.0 - mid: 570.0 - min: 548.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 638.0 - mid: 615.0 - min: 592.0 - sqrts: - max: null - mid: 8000.0 + p_T2: + min: 1849.0 + mid: 2116.0 + max: 2401.0 + sqrt_s: min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 686.0 - mid: 662.0 - min: 638.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 737.0 - mid: 711.5 - min: 686.0 - sqrts: max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 790.0 - mid: 763.5 - min: 737.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 mid: 0.25 - min: 0.0 -- pT: - max: 846.0 - mid: 818.0 - min: 790.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 905.0 - mid: 875.5 - min: 846.0 - sqrts: - max: null - mid: 8000.0 + p_T2: + min: 2401.0 + mid: 2756.25 + max: 3136.0 + sqrt_s: min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 967.0 - mid: 936.0 - min: 905.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 1032.0 - mid: 999.5 - min: 967.0 - sqrts: max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 1101.0 - mid: 1066.5 - min: 1032.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 mid: 0.25 - min: 0.0 -- pT: - max: 1172.0 - mid: 1136.5 - min: 1101.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 1248.0 - mid: 1210.0 - min: 1172.0 - sqrts: - max: null - mid: 8000.0 + p_T2: + min: 3136.0 + mid: 3600.0 + max: 4096.0 + sqrt_s: min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 1327.0 - mid: 1287.5 - min: 1248.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 1410.0 - mid: 1368.5 - min: 1327.0 - sqrts: max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 1497.0 - mid: 1453.5 - min: 1410.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 0.5 mid: 0.25 - min: 0.0 -- pT: - max: 1588.0 - mid: 1542.5 - min: 1497.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 1784.0 - mid: 1686.0 - min: 1588.0 - sqrts: - max: null - mid: 8000.0 + p_T2: + min: 4096.0 + mid: 4761.0 + max: 5476.0 + sqrt_s: min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 2116.0 - mid: 1950.0 - min: 1784.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 - min: 0.0 -- pT: - max: 2500.0 - mid: 2308.0 - min: 2116.0 - sqrts: max: null - mid: 8000.0 - min: null - y: - max: 0.5 - mid: 0.25 +- y: min: 0.0 -- pT: - max: 24.0 - mid: 22.5 - min: 21.0 - sqrts: - max: null - mid: 8000.0 + mid: 0.25 + max: 0.5 + p_T2: + min: 5476.0 + mid: 6241.0 + max: 7056.0 + sqrt_s: min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 28.0 - mid: 26.0 - min: 24.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 32.0 - mid: 30.0 - min: 28.0 - sqrts: max: null - mid: 8000.0 +- y: + min: 0.0 + mid: 0.25 + max: 0.5 + p_T2: + min: 7056.0 + mid: 8190.25 + max: 9409.0 + sqrt_s: min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 37.0 - mid: 34.5 - min: 32.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 43.0 - mid: 40.0 - min: 37.0 - sqrts: max: null - mid: 8000.0 +- y: + min: 0.0 + mid: 0.25 + max: 0.5 + p_T2: + min: 9409.0 + mid: 11130.25 + max: 12996.0 + sqrt_s: min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 49.0 - mid: 46.0 - min: 43.0 - sqrts: - max: null mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 56.0 - mid: 52.5 - min: 49.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 64.0 - mid: 60.0 - min: 56.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 74.0 - mid: 69.0 - min: 64.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 84.0 - mid: 79.0 - min: 74.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 97.0 - mid: 90.5 - min: 84.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 114.0 - mid: 105.5 - min: 97.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 133.0 - mid: 123.5 - min: 114.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 153.0 - mid: 143.0 - min: 133.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 174.0 - mid: 163.5 - min: 153.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 196.0 - mid: 185.0 - min: 174.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 220.0 - mid: 208.0 - min: 196.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 245.0 - mid: 232.5 - min: 220.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 272.0 - mid: 258.5 - min: 245.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 300.0 - mid: 286.0 - min: 272.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 330.0 - mid: 315.0 - min: 300.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 362.0 - mid: 346.0 - min: 330.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 395.0 - mid: 378.5 - min: 362.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 430.0 - mid: 412.5 - min: 395.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 468.0 - mid: 449.0 - min: 430.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 507.0 - mid: 487.5 - min: 468.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 548.0 - mid: 527.5 - min: 507.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 592.0 - mid: 570.0 - min: 548.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 638.0 - mid: 615.0 - min: 592.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 686.0 - mid: 662.0 - min: 638.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 737.0 - mid: 711.5 - min: 686.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 790.0 - mid: 763.5 - min: 737.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 846.0 - mid: 818.0 - min: 790.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 905.0 - mid: 875.5 - min: 846.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 967.0 - mid: 936.0 - min: 905.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 1032.0 - mid: 999.5 - min: 967.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 1101.0 - mid: 1066.5 - min: 1032.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 1172.0 - mid: 1136.5 - min: 1101.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 1248.0 - mid: 1210.0 - min: 1172.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 1327.0 - mid: 1287.5 - min: 1248.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 1410.0 - mid: 1368.5 - min: 1327.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 1497.0 - mid: 1453.5 - min: 1410.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 1588.0 - mid: 1542.5 - min: 1497.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 1784.0 - mid: 1686.0 - min: 1588.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 2116.0 - mid: 1950.0 - min: 1784.0 - sqrts: - max: null - mid: 8000.0 - min: null - y: - max: 1.0 - mid: 0.75 - min: 0.5 -- pT: - max: 2500.0 - mid: 2308.0 - min: 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.../new_commondata/CMS_1JET_8TEV/filter.py | 34 +- .../CMS_1JET_8TEV/filter_utils.py | 370 ------------------ .../CMS_2JET_7TEV/kinematics.yaml | 108 ++--- 4 files changed, 397 insertions(+), 446 deletions(-) delete mode 100644 nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter_utils.py diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index bd5bc75260..feb193c5b9 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -6,6 +6,9 @@ import yaml import numpy as np import pandas as pd +from scipy.linalg import block_diag + +# ============ CMS_2JET_7TEV ============# def range_str_to_floats(str_range): @@ -102,15 +105,15 @@ def get_kinematics_CMS_2JET_7TEV(tables, version): dijet_mass_bins = input['independent_variables'][0]['values'] - for m12 in dijet_mass_bins: + for m_jj in dijet_mass_bins: # kinematics - m12['low'], m12['high'] = m12['low'], m12['high'] - m12['mid'] = float(f"{0.5 * (m12['low']+m12['high']):.3f}") + m_jj['low'], m_jj['high'] = m_jj['low'], m_jj['high'] + m_jj['mid'] = float(f"{0.5 * (m_jj['low']+m_jj['high']):.3f}") kin_value = { 'ydiff': {'min': ydiff['min'], 'mid': ydiff['mid'], 'max': ydiff['max']}, - 'm12': {'min': m12['low'], 'mid': m12['mid'], 'max': m12['high']}, + 'm_jj': {'min': m_jj['low'], 'mid': m_jj['mid'], 'max': m_jj['high']}, 'sqrt_s': {'min': None, 'mid': sqrts, 'max': None}, } @@ -442,3 +445,323 @@ def bin_by_bin_covmat_CMS_2JET_7TEV(): # fully uncorrelated bin_cov = np.diag(bin.reshape(bin.shape[0]) ** 2) return bin_cov + + +# ============ CMS_1JET_8TEV ============# + + +TABLE_TO_RAPIDITY_CMS_1JET_8TEV = { + 1: [0.0, 0.5], + 2: [0.5, 1.0], + 3: [1.0, 1.5], + 4: [1.5, 2], + 5: [2.0, 2.5], + 6: [2.5, 3.0], +} + +COLUMN_NAMES_CMS_1JET_8TEV = [ + 'binFlag', + 'ylow', + 'yhigh', + 'ptlow', + 'pthigh', + 'Sigma', + 'NPCorr', + 'npcorerr+', + 'npcorerr-', + 'ignore', + 'Unfolding+', + 'Unfolding-', + 'AbsoluteStat+', + 'AbsoluteStat-', + 'AbsoluteScale+', + 'AbsoluteScale-', + 'AbsoluteMPFBias+', + 'AbsoluteMPFBias-', + 'Fragmentation+', + 'Fragmentation-', + 'SinglePionECAL+', + 'SinglePionECAL-', + 'SinglePionHCAL+', + 'SinglePionHCAL-', + 'FlavorQCD+', + 'FlavorQCD-', + 'RelativeJEREC1+', + 'RelativeJEREC1-', + 'RelativeJEREC2+', + 'RelativeJEREC2-', + 'RelativeJERHF+', + 'RelativeJERHF-', + 'RelativePtBB+', + 'RelativePtBB-', + 'RelativePtEC1+', + 'RelativePtEC1-', + 'RelativePtEC2+', + 'RelativePtEC2-', + 'RelativePtHF+', + 'RelativePtHF-', + 'RelativeFSR+', + 'RelativeFSR-', + 'RelativeStatEC2+', + 'RelativeStatEC2-', + 'RelativeStatHF+', + 'RelativeStatHF-', + 'PileUpDataMC+', + 'PileUpDataMC-', + 'PileUpPtRef+', + 'PileUpPtRef-', + 'PileUpPtBB+', + 'PileUpPtBB-', + 'PileUpPtEC1+', + 'PileUpPtEC1-', + 'PileUpPtEC2+', + 'PileUpPtEC2-', + 'PileUpPtHF+', + 'PileUpPtHF-', + 'RelativeStatFSR+', + 'RelativeStatFSR-', + 'Luminosity', + 'stat', + 'uncor', +] + +TABLE_DATA_SHAPE_CMS_1JET_8TEV = {1: 37, 2: 37, 3: 36, 4: 32, 5: 25, 6: 18} + + +def get_data_values_CMS_1JET_8TEV(tables, version): + """ + returns the central data + + Parameters + ---------- + tables : list + list that enumerates the table number + + version : int + integer read from metadata.yaml that + indicated the version of the hepdata + tables + + Returns + ------- + list + list containing the central values for all + hepdata tables + + """ + + data_central = [] + for table in tables: + hepdata_table = f"rawdata/HEPData-ins1487277-v{version}-Table_{table}.yaml" + + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + + values = input['dependent_variables'][0]['values'] + + for value in values: + data_central.append(value['value']) + + return data_central + + +def get_kinematics_CMS_1JET_8TEV(tables, version): + """ + returns the relevant kinematics values + + Parameters + ---------- + tables : list + list that enumerates the table number + + version : int + integer read from metadata.yaml that + indicated the version of the hepdata + tables + + Returns + ------- + list + list containing the kinematic values for all + hepdata tables + """ + kin = [] + + for table in tables: + hepdata_table = f"rawdata/HEPData-ins1487277-v{version}-Table_{table}.yaml" + + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + + # rapidity + rapidity_interval = TABLE_TO_RAPIDITY_CMS_1JET_8TEV[table] + rap = {} + rap['min'], rap['max'] = rapidity_interval[0], rapidity_interval[1] + rap['mid'] = 0.5 * (rap['min'] + rap['max']) + + # center of mass energy + sqrts = float(input['dependent_variables'][0]['qualifiers'][2]['value']) + + # transverse momentum + jet_kt_bins = input['independent_variables'][0]['values'] + KT = {} + for kt in jet_kt_bins: + + KT['min'], KT['max'] = kt['low'], kt['high'] + KT['mid'] = float(f"{0.5 * (kt['low'] + kt['high']):.3f}") + + kin_value = { + 'y': {'min': rap['min'], 'mid': rap['mid'], 'max': rap['max']}, + 'p_T2': {'min': KT['min'] ** 2, 'mid': KT['mid'] ** 2, 'max': KT['max'] ** 2}, + 'sqrt_s': {'min': None, 'mid': sqrts, 'max': None}, + } + + kin.append(kin_value) + + return kin + + +def get_stat_correlations_CMS_1JET_8TEV(table): + """ + Read a CMS_8TeV_jets_Ybin#___CMS_8TeV_jets_Ybin#.dat + file and output the statistical correlation matrix. + + + Parameters + ---------- + table : int + number of the table + + Returns + ------- + np.array + 2-D array + + """ + with open(f'rawdata/CMS_8TeV_jets_Ybin{table}___CMS_8TeV_jets_Ybin{table}.dat', 'r') as file: + card = file.readlines() + + # get shape of matrix + shape_mat = TABLE_DATA_SHAPE_CMS_1JET_8TEV[table] + + stat_corr = np.zeros((shape_mat, shape_mat)) + + # correlation rows always start at row 18 + for j in range(shape_mat): + # fill rows of correlation matrix + stat_corr[j, :] = np.array( + [card[(17 + shape_mat * j) + k].split()[-1] for k in range(shape_mat)] + ) + + # add zeros for points in the pt<74 kinematic region + # these points should be cut (it is always 9 pt bins in the pt < 74 region) + stat_corr = block_diag(np.zeros((9, 9)), stat_corr) + return stat_corr + + +def block_diagonal_corr_CMS_1JET_8TEV(tables): + """ + forms block diagonal correlation matrix + for stat uncertainties. Each block corresponds + to a rapidity bin. + + Parameters + ---------- + tables : list + list of integers numbering the tables + + Returns + ------- + np.array + block diagonal matrix of dim ndata x ndata + """ + bd_corr = get_stat_correlations_CMS_1JET_8TEV(tables[0]) + + for table in tables[1:]: + + bd_corr = block_diag(bd_corr, get_stat_correlations_CMS_1JET_8TEV(table)) + + return bd_corr + + +def get_stat_uncertainties_CMS_1JET_8TEV(): + """ + function used to get the statistical + uncertainty from the HEPdata tables. + + Returns + ------- + np.array + array with ordered stat errors for all tables + + """ + + with open('metadata.yaml', 'r') as file: + metadata = yaml.safe_load(file) + + version = metadata['hepdata']['version'] + tables = metadata['hepdata']['tables'] + + stat_err = [] + + for table in tables: + hepdata_tables = f"rawdata/HEPData-ins1487277-v{version}-Table_{table}.yaml" + with open(hepdata_tables, 'r') as file: + input = yaml.safe_load(file) + + # discard pT < 74 GeV entries + + for err, pt in zip( + input['dependent_variables'][0]['values'], input['independent_variables'][0]['values'] + ): + stat_err.append(err['errors'][0]['symerror']) + + return np.array(stat_err) + + +def get_uncertainties_df_CMS_1JET_8TEV(table): + """ """ + + # read dat file into dataframe by skipping the first 41 metadata rows + df = pd.read_csv( + f"rawdata/CMS_8TeV_jets_Ybin{table}.dat", + sep="\s+", + skiprows=41, + names=COLUMN_NAMES_CMS_1JET_8TEV, + ) + + # reindex + df = df.reset_index(drop=True) + + df = df[1:-1] # discard last one as it is repeated + + return df + + +def uncertainties_df_CMS_1JET_8TEV(tables): + """ """ + dfs = [] + + for table in tables: + dfs.append(get_uncertainties_df_CMS_1JET_8TEV(table)) + df = pd.concat(dfs, axis=0) + return df + + +def process_err_CMS_1JET_8TEV(df): + """ + Given the uncertainties dataframe, if the two variations in the pair + (of uncertainties) have the same sign, only the largest (in absolute value) + is retained, while the other is set to zero + + """ + for col_idx in np.arange(0, len(df.columns), 2): + + for row_idx, (val1, val2) in enumerate(zip(df.iloc[:, col_idx], df.iloc[:, col_idx + 1])): + if np.sign(val1) == np.sign(val2): + + if np.abs(val1) > np.abs(val2): + df.iloc[row_idx, col_idx + 1] = 0 + elif np.abs(val1) < np.abs(val2): + df.iloc[row_idx, col_idx] = 0 + return df diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py index b4f9e8f402..8c9906dbbc 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py @@ -2,23 +2,21 @@ Filter for CMS_1JET_8TEV Created on Apr 2023 - -@author: Mark N. Costantini """ -from filter_utils import ( - block_diagonal_corr, - correlation_to_covariance, - decompose_covmat, - get_data_values, - get_kinematics, - get_stat_uncertainties, - process_err, - uncertainties_df, -) import numpy as np import yaml +from nnpdf_data.filter_utils.utils import decompose_covmat, correlation_to_covariance +from nnpdf_data.filter_utils.legacy_jets_utils import ( + block_diagonal_corr_CMS_1JET_8TEV, + get_data_values_CMS_1JET_8TEV, + get_kinematics_CMS_1JET_8TEV, + get_stat_uncertainties_CMS_1JET_8TEV, + process_err_CMS_1JET_8TEV, + uncertainties_df_CMS_1JET_8TEV, +) + def filter_CMS_1JET_8TEV_data_kinetic(): """ @@ -34,10 +32,10 @@ def filter_CMS_1JET_8TEV_data_kinetic(): tables = metadata['hepdata']['tables'] # get kinematics from hepdata tables - kin = get_kinematics(tables, version) + kin = get_kinematics_CMS_1JET_8TEV(tables, version) # get central values from hepdata tables - data_central = get_data_values(tables, version) + data_central = get_data_values_CMS_1JET_8TEV(tables, version) data_central_yaml = {'data_central': data_central} kinematics_yaml = {'bins': kin} @@ -60,13 +58,13 @@ def filter_CMS_1JET_8TEV_uncertainties(): tables = metadata['hepdata']['tables'] # get dataframe of uncertainties - df_unc = uncertainties_df(tables) + df_unc = uncertainties_df_CMS_1JET_8TEV(tables) # construct block diagonal statistical covariance matrix (stat correlations within the same rapidity bins) - stat_unc = get_stat_uncertainties() # df_unc['ignore'].values + stat_unc = get_stat_uncertainties_CMS_1JET_8TEV() # df_unc['ignore'].values # stat_unc = df_unc['stat'].values * df_unc['Sigma'].values / 100 - bd_stat_cov = correlation_to_covariance(block_diagonal_corr(tables), stat_unc) + bd_stat_cov = correlation_to_covariance(block_diagonal_corr_CMS_1JET_8TEV(tables), stat_unc) # bd_stat_cov = np.diag(stat_unc**2) # generate artificial systematics by decomposing statistical covariance matrix @@ -99,7 +97,7 @@ def filter_CMS_1JET_8TEV_uncertainties(): # if a pair of uncertainties has the same sign keep only the one with the # largest absolute value and set the other one to zero. - df_JES = process_err(df_JES) + df_JES = process_err_CMS_1JET_8TEV(df_JES) # # NP corrections (SKIP) # np_p = df_unc['Sigma'].values * (df_unc['NPCorr'].values * (1. + df_unc['npcorerr+'].values / 100.) - 1) / np.sqrt(2.) diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter_utils.py b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter_utils.py deleted file mode 100644 index e5eabdcf48..0000000000 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter_utils.py +++ /dev/null @@ -1,370 +0,0 @@ -""" -Utils to be used in CMS_1JET_8TEV/filter.py -""" - -import logging - -import numpy as np -import pandas as pd -from scipy.linalg import block_diag -import yaml - -log = logging.getLogger(__name__) - -TABLE_TO_RAPIDITY = { - 1: [0.0, 0.5], - 2: [0.5, 1.0], - 3: [1.0, 1.5], - 4: [1.5, 2], - 5: [2.0, 2.5], - 6: [2.5, 3.0], -} - -COLUMN_NAMES = [ - 'binFlag', - 'ylow', - 'yhigh', - 'ptlow', - 'pthigh', - 'Sigma', - 'NPCorr', - 'npcorerr+', - 'npcorerr-', - 'ignore', - 'Unfolding+', - 'Unfolding-', - 'AbsoluteStat+', - 'AbsoluteStat-', - 'AbsoluteScale+', - 'AbsoluteScale-', - 'AbsoluteMPFBias+', - 'AbsoluteMPFBias-', - 'Fragmentation+', - 'Fragmentation-', - 'SinglePionECAL+', - 'SinglePionECAL-', - 'SinglePionHCAL+', - 'SinglePionHCAL-', - 'FlavorQCD+', - 'FlavorQCD-', - 'RelativeJEREC1+', - 'RelativeJEREC1-', - 'RelativeJEREC2+', - 'RelativeJEREC2-', - 'RelativeJERHF+', - 'RelativeJERHF-', - 'RelativePtBB+', - 'RelativePtBB-', - 'RelativePtEC1+', - 'RelativePtEC1-', - 'RelativePtEC2+', - 'RelativePtEC2-', - 'RelativePtHF+', - 'RelativePtHF-', - 'RelativeFSR+', - 'RelativeFSR-', - 'RelativeStatEC2+', - 'RelativeStatEC2-', - 'RelativeStatHF+', - 'RelativeStatHF-', - 'PileUpDataMC+', - 'PileUpDataMC-', - 'PileUpPtRef+', - 'PileUpPtRef-', - 'PileUpPtBB+', - 'PileUpPtBB-', - 'PileUpPtEC1+', - 'PileUpPtEC1-', - 'PileUpPtEC2+', - 'PileUpPtEC2-', - 'PileUpPtHF+', - 'PileUpPtHF-', - 'RelativeStatFSR+', - 'RelativeStatFSR-', - 'Luminosity', - 'stat', - 'uncor', -] - -TABLE_DATA_SHAPE = {1: 37, 2: 37, 3: 36, 4: 32, 5: 25, 6: 18} - - -def get_data_values(tables, version): - """ - returns the central data - - Parameters - ---------- - tables : list - list that enumerates the table number - - version : int - integer read from metadata.yaml that - indicated the version of the hepdata - tables - - Returns - ------- - list - list containing the central values for all - hepdata tables - - """ - - data_central = [] - for table in tables: - hepdata_table = f"rawdata/HEPData-ins1487277-v{version}-Table_{table}.yaml" - - with open(hepdata_table, 'r') as file: - input = yaml.safe_load(file) - - values = input['dependent_variables'][0]['values'] - pt_values = input['independent_variables'][0]['values'] - - for pt, value in zip(pt_values, values): - data_central.append(value['value']) - - return data_central - - -def get_kinematics(tables, version): - """ - returns the relevant kinematics values - - Parameters - ---------- - tables : list - list that enumerates the table number - - version : int - integer read from metadata.yaml that - indicated the version of the hepdata - tables - - Returns - ------- - list - list containing the kinematic values for all - hepdata tables - """ - kin = [] - - for table in tables: - hepdata_table = f"rawdata/HEPData-ins1487277-v{version}-Table_{table}.yaml" - - with open(hepdata_table, 'r') as file: - input = yaml.safe_load(file) - - # rapidity - rapidity_interval = TABLE_TO_RAPIDITY[table] - rap = {} - rap['min'], rap['max'] = rapidity_interval[0], rapidity_interval[1] - rap['mid'] = 0.5 * (rap['min'] + rap['max']) - - # center of mass energy - sqrts = float(input['dependent_variables'][0]['qualifiers'][2]['value']) - - # transverse momentum - jet_kt_bins = input['independent_variables'][0]['values'] - KT = {} - for kt in jet_kt_bins: - - KT['min'], KT['max'] = kt['low'], kt['high'] - KT['mid'] = float(f"{0.5 * (kt['low'] + kt['high']):.3f}") - - kin_value = { - 'y': {'min': rap['min'], 'mid': rap['mid'], 'max': rap['max']}, - 'p_T2': {'min': KT['min'] ** 2, 'mid': KT['mid'] ** 2, 'max': KT['max'] ** 2}, - 'sqrt_s': {'min': None, 'mid': sqrts, 'max': None}, - } - - kin.append(kin_value) - - return kin - - -def get_stat_correlations(table): - """ - Read a CMS_8TeV_jets_Ybin#___CMS_8TeV_jets_Ybin#.dat - file and output the statistical correlation matrix. - - - Parameters - ---------- - table : int - number of the table - - Returns - ------- - np.array - 2-D array - - """ - with open(f'rawdata/CMS_8TeV_jets_Ybin{table}___CMS_8TeV_jets_Ybin{table}.dat', 'r') as file: - card = file.readlines() - - # get shape of matrix - shape_mat = TABLE_DATA_SHAPE[table] - - stat_corr = np.zeros((shape_mat, shape_mat)) - - # correlation rows always start at row 18 - for j in range(shape_mat): - # fill rows of correlation matrix - stat_corr[j, :] = np.array( - [card[(17 + shape_mat * j) + k].split()[-1] for k in range(shape_mat)] - ) - - # add zeros for points in the pt<74 kinematic region - # these points should be cut (it is always 9 pt bins in the pt < 74 region) - stat_corr = block_diag(np.zeros((9, 9)), stat_corr) - return stat_corr - - -def block_diagonal_corr(tables): - """ - forms block diagonal correlation matrix - for stat uncertainties. Each block corresponds - to a rapidity bin. - - Parameters - ---------- - tables : list - list of integers numbering the tables - - Returns - ------- - np.array - block diagonal matrix of dim ndata x ndata - """ - bd_corr = get_stat_correlations(tables[0]) - - for table in tables[1:]: - - bd_corr = block_diag(bd_corr, get_stat_correlations(table)) - - return bd_corr - - -def correlation_to_covariance(correlation, uncertainties): - """ - Converts a correlation matrix into a covariance matrix - using a list of uncertainties. - - Parameters: - ----------- - correlation : np.ndarray - A square matrix of correlations. - uncertainties : np.ndarray - A 1D array of uncertainties. - - Returns: - -------- - np.ndarray - The corresponding covariance matrix. - """ - covariance = np.outer(uncertainties, uncertainties) * correlation - return covariance - - -def get_stat_uncertainties(): - """ - function used to get the statistical - uncertainty from the HEPdata tables. - - Returns - ------- - np.array - array with ordered stat errors for all tables - - """ - - with open('metadata.yaml', 'r') as file: - metadata = yaml.safe_load(file) - - version = metadata['hepdata']['version'] - tables = metadata['hepdata']['tables'] - - stat_err = [] - - for table in tables: - hepdata_tables = f"rawdata/HEPData-ins1487277-v{version}-Table_{table}.yaml" - with open(hepdata_tables, 'r') as file: - input = yaml.safe_load(file) - - # discard pT < 74 GeV entries - - for err, pt in zip( - input['dependent_variables'][0]['values'], input['independent_variables'][0]['values'] - ): - stat_err.append(err['errors'][0]['symerror']) - - return np.array(stat_err) - - -def get_uncertainties_df(table): - """ """ - - # read dat file into dataframe by skipping the first 41 metadata rows - df = pd.read_csv( - f"rawdata/CMS_8TeV_jets_Ybin{table}.dat", sep="\s+", skiprows=41, names=COLUMN_NAMES - ) - - # reindex - df = df.reset_index(drop=True) - - df = df[1:-1] # discard last one as it is repeated - - return df - - -def uncertainties_df(tables): - """ """ - dfs = [] - - for table in tables: - dfs.append(get_uncertainties_df(table)) - df = pd.concat(dfs, axis=0) - return df - - -def process_err(df): - """ - Given the uncertainties dataframe, if the two variations in the pair - (of uncertainties) have the same sign, only the largest (in absolute value) - is retained, while the other is set to zero - - """ - for col_idx in np.arange(0, len(df.columns), 2): - - for row_idx, (val1, val2) in enumerate(zip(df.iloc[:, col_idx], df.iloc[:, col_idx + 1])): - if np.sign(val1) == np.sign(val2): - - if np.abs(val1) > np.abs(val2): - df.iloc[row_idx, col_idx + 1] = 0 - elif np.abs(val1) < np.abs(val2): - df.iloc[row_idx, col_idx] = 0 - return df - - -def decompose_covmat(covmat): - """Given a covmat it return an array sys with shape (ndat,ndat) - giving ndat correlated systematics for each of the ndat point. - The original covmat is obtained by doing sys@sys.T""" - - lamb, mat = np.linalg.eig(covmat) - sys = np.multiply(np.sqrt(lamb), mat) - return sys - - -if __name__ == "__main__": - # print(get_kinematics(tables=[1],version=1)) - - # print(get_stat_correlations()) - # bd = block_diagonal_corr(tables=[1,2,3,4,5,6]) - # stat = get_stat_uncertainties() - # print(stat) - df = uncertainties_df([1, 2, 3, 4, 5, 6]) - print(df) - print(df.columns) - print(df.Sigma) diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/kinematics.yaml index 5bed0da86d..e47829c522 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/kinematics.yaml @@ -3,7 +3,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 197.0 mid: 246.5 max: 296.0 @@ -15,7 +15,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 296.0 mid: 357.5 max: 419.0 @@ -27,7 +27,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 419.0 mid: 492.0 max: 565.0 @@ -39,7 +39,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 565.0 mid: 652.5 max: 740.0 @@ -51,7 +51,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 740.0 mid: 842.0 max: 944.0 @@ -63,7 +63,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 944.0 mid: 1062.5 max: 1181.0 @@ -75,7 +75,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 1181.0 mid: 1318.0 max: 1455.0 @@ -87,7 +87,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 1455.0 mid: 1612.5 max: 1770.0 @@ -99,7 +99,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 1770.0 mid: 1951.0 max: 2132.0 @@ -111,7 +111,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 2132.0 mid: 2339.0 max: 2546.0 @@ -123,7 +123,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 2546.0 mid: 2782.5 max: 3019.0 @@ -135,7 +135,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 3019.0 mid: 3217.5 max: 3416.0 @@ -147,7 +147,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - m12: + m_jj: min: 3416.0 mid: 3713.0 max: 4010.0 @@ -159,7 +159,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 270.0 mid: 328.0 max: 386.0 @@ -171,7 +171,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 386.0 mid: 456.0 max: 526.0 @@ -183,7 +183,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 526.0 mid: 609.5 max: 693.0 @@ -195,7 +195,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 693.0 mid: 791.5 max: 890.0 @@ -207,7 +207,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 890.0 mid: 1004.0 max: 1118.0 @@ -219,7 +219,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 1118.0 mid: 1250.5 max: 1383.0 @@ -231,7 +231,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 1383.0 mid: 1535.0 max: 1687.0 @@ -243,7 +243,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 1687.0 mid: 1862.0 max: 2037.0 @@ -255,7 +255,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 2037.0 mid: 2237.5 max: 2438.0 @@ -267,7 +267,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 2438.0 mid: 2666.5 max: 2895.0 @@ -279,7 +279,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 2895.0 mid: 3155.5 max: 3416.0 @@ -291,7 +291,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - m12: + m_jj: min: 3416.0 mid: 3713.0 max: 4010.0 @@ -303,7 +303,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 419.0 mid: 492.0 max: 565.0 @@ -315,7 +315,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 565.0 mid: 652.5 max: 740.0 @@ -327,7 +327,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 740.0 mid: 842.0 max: 944.0 @@ -339,7 +339,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 944.0 mid: 1062.5 max: 1181.0 @@ -351,7 +351,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 1181.0 mid: 1318.0 max: 1455.0 @@ -363,7 +363,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 1455.0 mid: 1612.5 max: 1770.0 @@ -375,7 +375,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 1770.0 mid: 1951.0 max: 2132.0 @@ -387,7 +387,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 2132.0 mid: 2339.0 max: 2546.0 @@ -399,7 +399,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 2546.0 mid: 2846.5 max: 3147.0 @@ -411,7 +411,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 3147.0 mid: 3500.5 max: 3854.0 @@ -423,7 +423,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - m12: + m_jj: min: 3854.0 mid: 4181.5 max: 4509.0 @@ -435,7 +435,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 565.0 mid: 652.5 max: 740.0 @@ -447,7 +447,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 740.0 mid: 842.0 max: 944.0 @@ -459,7 +459,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 944.0 mid: 1062.5 max: 1181.0 @@ -471,7 +471,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 1181.0 mid: 1318.0 max: 1455.0 @@ -483,7 +483,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 1455.0 mid: 1612.5 max: 1770.0 @@ -495,7 +495,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 1770.0 mid: 1951.0 max: 2132.0 @@ -507,7 +507,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 2132.0 mid: 2339.0 max: 2546.0 @@ -519,7 +519,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 2546.0 mid: 2782.5 max: 3019.0 @@ -531,7 +531,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 3019.0 mid: 3288.5 max: 3558.0 @@ -543,7 +543,7 @@ bins: min: 1.5 mid: 1.75 max: 2.0 - m12: + m_jj: min: 3558.0 mid: 4308.0 max: 5058.0 @@ -555,7 +555,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m12: + m_jj: min: 1000.0 mid: 1123.0 max: 1246.0 @@ -567,7 +567,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m12: + m_jj: min: 1246.0 mid: 1388.0 max: 1530.0 @@ -579,7 +579,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m12: + m_jj: min: 1530.0 mid: 1693.0 max: 1856.0 @@ -591,7 +591,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m12: + m_jj: min: 1856.0 mid: 2043.5 max: 2231.0 @@ -603,7 +603,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m12: + m_jj: min: 2231.0 mid: 2445.0 max: 2659.0 @@ -615,7 +615,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m12: + m_jj: min: 2659.0 mid: 2903.0 max: 3147.0 @@ -627,7 +627,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m12: + m_jj: min: 3147.0 mid: 3425.5 max: 3704.0 @@ -639,7 +639,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - m12: + m_jj: min: 3704.0 mid: 4381.0 max: 5058.0 From 503bdabc5f85c811a082b724a07646dd46274151 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Wed, 17 Apr 2024 17:06:18 +0100 Subject: [PATCH 15/70] removed filter_bugged and uncertainties_bugged as we already have the legacy one --- .../CMS_1JET_8TEV/filter_bugged.py | 50 - .../CMS_1JET_8TEV/uncertainties_bugged.yaml | 71201 ---------------- 2 files changed, 71251 deletions(-) delete mode 100644 nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter_bugged.py delete mode 100644 nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/uncertainties_bugged.yaml diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter_bugged.py b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter_bugged.py deleted file mode 100644 index 17f543e503..0000000000 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter_bugged.py +++ /dev/null @@ -1,50 +0,0 @@ -import yaml - -from validphys.loader import Loader - -SETNAME = "CMS_1JET_8TEV" - - -def filter_CMS_1JET_8TEV_uncertainties_bugged(): - """ - - read systematics from old CommonData format - - write to uncertainties_bugged.yaml the old bugged systematics - - This reproduces the same covariance matrix as the old CommonData. - """ - - l = Loader() - cd = l.check_commondata(setname=SETNAME).load_commondata_instance() - - additive_sys = cd.commondata_table.drop( - ['process', 'kin1', 'kin2', 'kin3', 'data', 'stat'], axis=1 - )['ADD'].to_numpy() - systype = cd.systype_table - - # error definition - error_definition = {} - for index, row in systype.iterrows(): - error_definition[f"sys_{index}"] = { - "description": f"sys_{index}", - "treatment": row['type'], - "type": row['name'], - } - - # store error in dict - error = [] - for n in range(additive_sys.shape[0]): - error_value = {} - for m in range(additive_sys.shape[1]): - error_value[f"sys_{m+1}"] = float(additive_sys[n, m]) - - error.append(error_value) - - uncertainties_yaml = {"definitions": error_definition, "bins": error} - - # save uncertainties to .yaml file - with open("uncertainties_bugged.yaml", 'w') as file: - yaml.dump(uncertainties_yaml, file, sort_keys=False) - - -if __name__ == "__main__": - filter_CMS_1JET_8TEV_uncertainties_bugged() diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/uncertainties_bugged.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/uncertainties_bugged.yaml deleted file mode 100644 index adaeb9f93e..0000000000 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/uncertainties_bugged.yaml +++ /dev/null @@ -1,71201 +0,0 @@ -definitions: - sys_1: - description: sys_1 - treatment: MULT - type: SKIP - sys_2: - description: sys_2 - treatment: MULT - type: SKIP - sys_3: - description: sys_3 - treatment: MULT - type: CORR - sys_4: - description: sys_4 - treatment: MULT - type: CORR - sys_5: - description: sys_5 - treatment: MULT - type: CORR - sys_6: - description: sys_6 - treatment: MULT - type: CORR - sys_7: - description: sys_7 - treatment: MULT - type: CORR - sys_8: - description: sys_8 - treatment: MULT - type: CORR - sys_9: - description: sys_9 - treatment: MULT - type: CORR - sys_10: - description: sys_10 - treatment: MULT - type: CORR - sys_11: - description: sys_11 - treatment: MULT - type: CORR - sys_12: - description: sys_12 - treatment: MULT - type: CORR - sys_13: - description: sys_13 - treatment: MULT - type: CORR - sys_14: - description: sys_14 - treatment: MULT - type: CORR - sys_15: - description: sys_15 - treatment: MULT - type: CORR - sys_16: - description: sys_16 - treatment: MULT - type: CORR - sys_17: - description: sys_17 - treatment: MULT - type: CORR - sys_18: - description: sys_18 - treatment: MULT - type: CORR - sys_19: - description: sys_19 - treatment: MULT - type: CORR - sys_20: - description: sys_20 - treatment: MULT - type: CORR - sys_21: - description: sys_21 - treatment: MULT - type: CORR - sys_22: - description: sys_22 - treatment: MULT - type: CORR - sys_23: - description: sys_23 - treatment: MULT - type: CORR - sys_24: - description: sys_24 - treatment: MULT - type: CORR - sys_25: - description: sys_25 - treatment: MULT - type: CORR - sys_26: - description: sys_26 - treatment: MULT - type: CORR - sys_27: - description: sys_27 - treatment: MULT - type: CORR - sys_28: - description: sys_28 - treatment: MULT - type: CORR - sys_29: - description: sys_29 - treatment: MULT - type: CORR - sys_30: - description: sys_30 - treatment: MULT - type: CORR - sys_31: - description: sys_31 - treatment: MULT - type: CORR - sys_32: - description: sys_32 - treatment: MULT - type: CORR - sys_33: - description: sys_33 - treatment: MULT - type: CORR - sys_34: - description: sys_34 - treatment: MULT - type: CORR - sys_35: - description: sys_35 - treatment: MULT - type: CORR - sys_36: - description: sys_36 - treatment: MULT - type: CORR - sys_37: - description: sys_37 - treatment: MULT - type: CORR - sys_38: - description: sys_38 - treatment: MULT - type: CORR - sys_39: - description: sys_39 - treatment: MULT - type: CORR - sys_40: - description: sys_40 - treatment: MULT - type: CORR - sys_41: - description: sys_41 - treatment: MULT - type: CORR - sys_42: - description: sys_42 - treatment: MULT - type: CORR - sys_43: - description: sys_43 - treatment: MULT - type: CORR - sys_44: - description: sys_44 - treatment: MULT - type: CORR - sys_45: - description: sys_45 - treatment: MULT - type: CORR - sys_46: - description: sys_46 - treatment: MULT - type: CORR - sys_47: - description: sys_47 - treatment: MULT - type: CORR - sys_48: - description: sys_48 - treatment: MULT - type: CORR - sys_49: - description: sys_49 - treatment: MULT - type: CORR - sys_50: - description: sys_50 - treatment: MULT - type: CORR - sys_51: - description: sys_51 - treatment: MULT - type: CORR - sys_52: - description: sys_52 - treatment: MULT - type: CORR - sys_53: - description: sys_53 - treatment: MULT - type: CMSLUMI12 - sys_54: - description: sys_54 - treatment: MULT - type: UNCORR - sys_55: - description: sys_55 - treatment: ADD - type: CORR - sys_56: - description: sys_56 - treatment: ADD - type: CORR - sys_57: - description: sys_57 - treatment: ADD - type: CORR - sys_58: - description: sys_58 - treatment: ADD - type: CORR - sys_59: - description: sys_59 - treatment: ADD - type: CORR - sys_60: - description: sys_60 - treatment: ADD - type: CORR - sys_61: - description: sys_61 - treatment: ADD - type: CORR - sys_62: - description: sys_62 - treatment: ADD - type: CORR - sys_63: - description: sys_63 - treatment: ADD - type: CORR - sys_64: - description: sys_64 - treatment: ADD - type: CORR - sys_65: - description: sys_65 - treatment: ADD - type: CORR - sys_66: - description: sys_66 - treatment: ADD - type: CORR - sys_67: - description: sys_67 - treatment: ADD - type: CORR - sys_68: - description: sys_68 - treatment: ADD - type: CORR - sys_69: - description: sys_69 - treatment: ADD - type: CORR - sys_70: - description: sys_70 - treatment: ADD - type: CORR - sys_71: - description: sys_71 - treatment: ADD - type: CORR - sys_72: - description: sys_72 - treatment: ADD - type: CORR - sys_73: - description: sys_73 - treatment: ADD - type: CORR - sys_74: - description: sys_74 - treatment: ADD - type: CORR - sys_75: - description: sys_75 - treatment: ADD - type: CORR - sys_76: - description: sys_76 - treatment: ADD - type: CORR - sys_77: - description: sys_77 - treatment: ADD - type: CORR - sys_78: - description: sys_78 - treatment: ADD - type: CORR - sys_79: - description: sys_79 - treatment: ADD - type: CORR - sys_80: - description: sys_80 - treatment: ADD - type: CORR - sys_81: - description: sys_81 - treatment: ADD - type: CORR - sys_82: - description: sys_82 - treatment: ADD - type: CORR - sys_83: - description: sys_83 - treatment: ADD - type: CORR - sys_84: - description: sys_84 - treatment: ADD - type: CORR - sys_85: - description: sys_85 - treatment: ADD - type: CORR - sys_86: - description: sys_86 - treatment: ADD - type: CORR - sys_87: - description: sys_87 - treatment: ADD - type: CORR - sys_88: - description: sys_88 - treatment: ADD - type: CORR - sys_89: - description: sys_89 - treatment: ADD - type: CORR - sys_90: - description: sys_90 - treatment: ADD - type: CORR - sys_91: - description: sys_91 - treatment: ADD - type: CORR - sys_92: - description: sys_92 - treatment: ADD - type: CORR - sys_93: - description: sys_93 - treatment: ADD - type: CORR - sys_94: - description: sys_94 - treatment: ADD - type: CORR - sys_95: - description: sys_95 - treatment: ADD - type: CORR - sys_96: - description: sys_96 - treatment: ADD - type: CORR - sys_97: - description: sys_97 - treatment: ADD - type: CORR - sys_98: - description: sys_98 - treatment: ADD - type: CORR - sys_99: - description: sys_99 - treatment: ADD - type: CORR - sys_100: - description: sys_100 - treatment: ADD - type: CORR - sys_101: - description: sys_101 - treatment: ADD - type: CORR - sys_102: - description: sys_102 - treatment: ADD - type: CORR - sys_103: - description: sys_103 - treatment: ADD - type: CORR - sys_104: - description: sys_104 - treatment: ADD - type: CORR - sys_105: - description: sys_105 - treatment: ADD - type: CORR - sys_106: - description: sys_106 - treatment: ADD - type: CORR - sys_107: - description: sys_107 - treatment: ADD - type: CORR - sys_108: - description: sys_108 - treatment: ADD - type: CORR - sys_109: - description: sys_109 - treatment: ADD - type: CORR - sys_110: - description: sys_110 - treatment: ADD - type: CORR - sys_111: - description: sys_111 - treatment: ADD - type: CORR - sys_112: - description: sys_112 - treatment: ADD - type: CORR - sys_113: - description: sys_113 - treatment: ADD - type: CORR - sys_114: - description: sys_114 - treatment: ADD - type: CORR - sys_115: - description: sys_115 - treatment: ADD - type: CORR - sys_116: - description: sys_116 - treatment: ADD - type: CORR - sys_117: - description: sys_117 - treatment: ADD - type: CORR - sys_118: - description: sys_118 - treatment: ADD - type: CORR - sys_119: - description: sys_119 - treatment: ADD - type: CORR - sys_120: - description: sys_120 - treatment: ADD - type: CORR - sys_121: - description: sys_121 - treatment: ADD - type: CORR - sys_122: - description: sys_122 - treatment: ADD - type: CORR - sys_123: - description: sys_123 - treatment: ADD - type: CORR - sys_124: - description: sys_124 - treatment: ADD - type: CORR - sys_125: - description: sys_125 - treatment: ADD - type: CORR - sys_126: - description: sys_126 - treatment: ADD - type: CORR - sys_127: - description: sys_127 - treatment: ADD - type: CORR - sys_128: - description: sys_128 - treatment: ADD - type: CORR - sys_129: - description: sys_129 - treatment: ADD - type: CORR - sys_130: - description: sys_130 - treatment: ADD - type: CORR - sys_131: - description: sys_131 - treatment: ADD - type: CORR - sys_132: - description: sys_132 - treatment: ADD - type: CORR - sys_133: - description: sys_133 - treatment: ADD - type: CORR - sys_134: - description: sys_134 - treatment: ADD - type: CORR - sys_135: - description: sys_135 - treatment: ADD - type: CORR - sys_136: - description: sys_136 - treatment: ADD - type: CORR - sys_137: - description: sys_137 - treatment: ADD - type: CORR - sys_138: - description: sys_138 - treatment: ADD - type: CORR - sys_139: - description: sys_139 - treatment: ADD - type: CORR - sys_140: - description: sys_140 - treatment: ADD - type: CORR - sys_141: - description: sys_141 - treatment: ADD - type: CORR - sys_142: - description: sys_142 - treatment: ADD - type: CORR - sys_143: - description: sys_143 - treatment: ADD - type: CORR - sys_144: - description: sys_144 - treatment: ADD - type: CORR - sys_145: - description: sys_145 - treatment: ADD - type: CORR - sys_146: - description: sys_146 - treatment: ADD - type: CORR - sys_147: - description: sys_147 - treatment: ADD - type: CORR - sys_148: - description: sys_148 - treatment: ADD - type: CORR - sys_149: - description: sys_149 - treatment: ADD - type: CORR - sys_150: - description: sys_150 - treatment: ADD - type: CORR - sys_151: - description: sys_151 - treatment: ADD - type: CORR - sys_152: - description: sys_152 - treatment: ADD - type: CORR - sys_153: - description: sys_153 - treatment: ADD - type: CORR - sys_154: - description: sys_154 - treatment: ADD - type: CORR - sys_155: - description: sys_155 - treatment: ADD - type: CORR - sys_156: - description: sys_156 - treatment: ADD - type: CORR - sys_157: - description: sys_157 - treatment: ADD - type: CORR - sys_158: - description: sys_158 - treatment: ADD - type: CORR - sys_159: - description: sys_159 - treatment: ADD - type: CORR - sys_160: - description: sys_160 - treatment: ADD - type: CORR - sys_161: - description: sys_161 - treatment: ADD - type: CORR - sys_162: - description: sys_162 - treatment: ADD - type: CORR - sys_163: - description: sys_163 - treatment: ADD - type: CORR - sys_164: - description: sys_164 - treatment: ADD - type: CORR - sys_165: - description: sys_165 - treatment: ADD - type: CORR - sys_166: - description: sys_166 - treatment: ADD - 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sys_276: -3.8894133966760004e-17 - sys_277: 5.764500142001e-16 - sys_278: 7.659616068637e-16 - sys_279: -2.975457120113e-15 - sys_280: -5.180341736045e-14 - sys_281: 1.062490296118e-13 - sys_282: 2.0304081860489998e-13 - sys_283: -1.262246973571e-12 - sys_284: 7.575497297894001e-11 - sys_285: 1.064224913392e-09 - sys_286: 5.069994020028e-09 - sys_287: -8.18040502347e-09 - sys_288: -3.633557301042e-07 - sys_289: -9.415860295369e-07 - sys_290: 1.084015244461e-06 - sys_291: 8.632998651447e-06 - sys_292: -1.022202377172e-06 - sys_293: 1.251914986807e-06 From e8e01d4a051ac16549d7f39460a07b38fb3c6c51 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Wed, 17 Apr 2024 17:26:54 +0100 Subject: [PATCH 16/70] ATLAS_1JET_8TEV, checked that filter.py runs, polished filter.py moved filter_utils.py to filter_utils.legacy_jets_utils.py --- .../filter_utils/legacy_jets_utils.py | 236 ++++++++++++ .../ATLAS_1JET_8TEV_R06/filter.py | 41 +-- .../ATLAS_1JET_8TEV_R06/filter_utils.py | 323 ----------------- .../ATLAS_1JET_8TEV_R06/kinematics.yaml | 342 +++++++++--------- 4 files changed, 416 insertions(+), 526 deletions(-) delete mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter_utils.py diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index feb193c5b9..11da4b8b8a 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -765,3 +765,239 @@ def process_err_CMS_1JET_8TEV(df): elif np.abs(val1) < np.abs(val2): df.iloc[row_idx, col_idx] = 0 return df + + +# ============ ATLAS_1JET_8TEV_R06 ============# + + +TABLE_TO_RAPIDITY_ATLAS_1JET_8TEV_R06 = { + 1: [0.0, 0.5], + 2: [0.5, 1.0], + 3: [1.0, 1.5], + 4: [1.5, 2], + 5: [2.0, 2.5], + 6: [2.5, 3.0], +} + + +def get_data_values_ATLAS_1JET_8TEV_R06(tables, version): + """ + returns the central data. + Note: central data is the same for both correlation scenarios. + + Parameters + ---------- + tables : list + list that enumerates the table number + + version : int + integer read from metadata.yaml that + indicated the version of the hepdata + tables + + Returns + ------- + list + list containing the central values for all + hepdata tables + + """ + + data_central = [] + for table in tables: + hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" + + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + + values = input['dependent_variables'][0]['values'] + + for value in values: + data_central.append(value['value']) + + return data_central + + +def get_kinematics_ATLAS_1JET_8TEV_R06(tables, version): + """ + returns the relevant kinematics values. + Note: kinematics are the same for both correlation scenarios. + + Parameters + ---------- + tables : list + list that enumerates the table number + + version : int + integer read from metadata.yaml that + indicated the version of the hepdata + tables + + Returns + ------- + list + list containing the kinematic values for all + hepdata tables + """ + kin = [] + + for table in tables: + hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" + + with open(hepdata_table, 'r') as file: + input = yaml.safe_load(file) + + # rapidity + rapidity_interval = TABLE_TO_RAPIDITY_ATLAS_1JET_8TEV_R06[table] + rap = {} + rap['min'], rap['max'] = rapidity_interval[0], rapidity_interval[1] + rap['mid'] = 0.5 * (rap['min'] + rap['max']) + + # center of mass energy + sqrts = float(input['dependent_variables'][0]['qualifiers'][1]['value']) + + # transverse momentum + jet_kt_bins = input['independent_variables'][0]['values'] + KT = {} + for kt in jet_kt_bins: + KT['min'], KT['max'] = kt['low'], kt['high'] + KT['mid'] = float(f"{0.5 * (kt['low'] + kt['high']):.3f}") + + kin_value = { + 'y': {'min': rap['min'], 'mid': rap['mid'], 'max': rap['max']}, + 'pT': {'min': KT['min'], 'mid': KT['mid'], 'max': KT['max']}, + 'sqrt_s': {'min': None, 'mid': sqrts, 'max': None}, + } + + kin.append(kin_value) + + return kin + + +def HEP_table_to_df_ATLAS_1JET_8TEV_R06(table, version, variant='nominal'): + """ + Given hep data table return a pandas + DataFrame with index given by Ndata, + columns by the uncertainties and + np.nan entries + + Parameters + ---------- + table : int + number of table + version : int + version number + + """ + if variant == 'nominal': + hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" + elif variant == 'decorrelated': + hepdata_table = f"rawdata/atlas_inclusive_jet2012_r06_altcorr1_eta{table}.yaml" + + with open(hepdata_table, 'r') as file: + card = yaml.safe_load(file) + + # list of len ndata. Each entry is dict with + # keys errors and value + card = card['dependent_variables'][0]['values'] + df_nan = pd.DataFrame(index=range(1, len(card) + 1)) + + errors = card[0]['errors'] + for err in errors: + # luminosity and stat uncertainty, always symmetric + if err['label'] == 'syst_lumi': + df_nan[err['label']] = np.nan + elif err['label'] == 'stat': + df_nan[err['label']] = np.nan + else: + df_nan[f"{err['label']}_plus"] = np.nan + df_nan[f"{err['label']}_minus"] = np.nan + + return df_nan + + +def fill_df_ATLAS_1JET_8TEV_R06(table, version, variant='nominal'): + """ + Fill a data frame with index + corresponding to measured datapoints + and columns to different uncertainties + Each df is for a fixed rapidity bin. + + Parameters + ---------- + table : int + number of table + version : int + version number + """ + if variant == 'nominal': + hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" + elif variant == 'decorrelated': + hepdata_table = f"rawdata/atlas_inclusive_jet2012_r06_altcorr1_eta{table}.yaml" + + with open(hepdata_table, 'r') as file: + card = yaml.safe_load(file) + + # list of len ndata. Each entry is dict with + # keys errors and value + card = card['dependent_variables'][0]['values'] + df = HEP_table_to_df_ATLAS_1JET_8TEV_R06(table, version, variant) + + for i, dat in enumerate(card): + # cv = dat['value'] + + for j, err in enumerate(dat['errors']): + # lum and stat uncertainties are always symmetric + if err['label'] == 'stat': + df.loc[df.index == i + 1, err['label']] = err['asymerror']['plus'] + elif err['label'] == 'syst_lumi': + df.loc[df.index == i + 1, err['label']] = err['asymerror']['plus'] + else: + dp, dm = process_err_ATLAS_1JET_8TEV_R06(err) + df.loc[df.index == i + 1, f"{err['label']}_plus"] = dp # err['asymerror']['plus'] + df.loc[df.index == i + 1, f"{err['label']}_minus"] = dm # err['asymerror']['minus'] + return df + + +def process_err_ATLAS_1JET_8TEV_R06(error): + """ + Note: the d'Agostini prescription for the + symmetrization of the error does not hold here. + We follow the experimentalists prescription. + + Parameters + ---------- + + error : dictionary + e.g. {'label': 'sys', 'symerror': 0.1%} + + Returns + ------- + tuple + tuple containing two floats + + """ + d_p = float(error['asymerror']['plus']) + d_m = float(error['asymerror']['minus']) + + tmp1 = d_p + tmp2 = d_m + # case 1: d_p and d_m are both negative + if tmp1 < 0.0 and tmp2 < 0.0: + if tmp2 < tmp1: + d_p = 0.0 + d_m = tmp2 + else: + d_p = 0.0 + d_m = tmp1 + + # case 2: d_p and d_m are both positive + if tmp1 > 0.0 and tmp2 > 0.0: + if tmp1 > tmp2: + d_p = tmp1 + d_m = 0.0 + else: + d_p = tmp2 + d_m = 0.0 + return d_p, d_m + diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py index 8efe9a222c..003ddb6d97 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py @@ -1,7 +1,12 @@ # ignore pandas warning import warnings -from filter_utils import fill_df, get_data_values, get_kinematics + +from nnpdf_data.filter_utils.legacy_jets_utils import ( + fill_df_ATLAS_1JET_8TEV_R06, + get_data_values_ATLAS_1JET_8TEV_R06, + get_kinematics_ATLAS_1JET_8TEV_R06, +) import numpy as np import pandas as pd import yaml @@ -23,10 +28,10 @@ def filter_ATLAS_1JET_8TEV_data_kinetic(): tables = metadata["hepdata"]["tables"] # get kinematics from hepdata tables - kin = get_kinematics(tables, version) + kin = get_kinematics_ATLAS_1JET_8TEV_R06(tables, version) # get central values from hepdata tables - data_central = get_data_values(tables, version) + data_central = get_data_values_ATLAS_1JET_8TEV_R06(tables, version) data_central_yaml = {"data_central": data_central} kinematics_yaml = {"bins": kin} @@ -74,7 +79,7 @@ def filter_ATLAS_1JET_8TEV_uncertainties(variant='nominal'): dfs = [] for table in tables: # uncertainties dataframe - df = fill_df(table, version, variant) + df = fill_df_ATLAS_1JET_8TEV_R06(table, version, variant) dfs.append(df) df_unc = pd.concat([df for df in dfs], axis=0) @@ -86,7 +91,6 @@ def filter_ATLAS_1JET_8TEV_uncertainties(variant='nominal'): lum_errors = df_unc["syst_lumi"].to_numpy() A_corr = df_unc.drop(["stat", "syst_lumi"], axis=1).to_numpy() / np.sqrt(2.0) - cov_corr = np.einsum("ij,kj->ik", A_corr, A_corr) # error definition error_definition = { @@ -133,14 +137,6 @@ def filter_ATLAS_1JET_8TEV_uncertainties(variant='nominal'): with open(f"uncertainties_{variant}.yaml", "w") as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) - # @@@@@@@@@@@ code below for testing only, should be removed at some point @@@@@@@@@@@@# - cov_lum = np.einsum("i,j->ij", lum_errors, lum_errors) - cov_stat = np.diag(stat_errors**2) - - covmat = cov_corr + cov_stat + cov_lum - - return np.real(covmat) - if __name__ == "__main__": # write kinematics and central data values @@ -151,22 +147,3 @@ def filter_ATLAS_1JET_8TEV_uncertainties(variant='nominal'): # write decorrelated uncertainties file filter_ATLAS_1JET_8TEV_uncertainties(variant='decorrelated') - - ## - - # # code below for testing only. Should be removed at some point - # covmat = filter_ATLAS_1JET_8TEV_uncertainties() - - # from validphys.api import API - - # setname = "ATLAS_1JET_8TEV_R06" - # dsinps = [ - # {"dataset": setname}, - # ] - # inp = dict(dataset_inputs=dsinps, theoryid=200, use_cuts="internal") - # cov = API.dataset_inputs_covmat_from_systematics(**inp) - - # ones = cov / covmat - # print(ones) - # print(np.max(ones), np.min(ones)) - # print(np.allclose(ones, np.ones(cov.shape), rtol=1e-5)) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter_utils.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter_utils.py deleted file mode 100644 index 7655593ec7..0000000000 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter_utils.py +++ /dev/null @@ -1,323 +0,0 @@ -import numpy as np -import pandas as pd -import yaml - -TABLE_TO_RAPIDITY = { - 1: [0.0, 0.5], - 2: [0.5, 1.0], - 3: [1.0, 1.5], - 4: [1.5, 2], - 5: [2.0, 2.5], - 6: [2.5, 3.0], -} - - -def get_data_values(tables, version): - """ - returns the central data. - Note: central data is the same for both correlation scenarios. - - Parameters - ---------- - tables : list - list that enumerates the table number - - version : int - integer read from metadata.yaml that - indicated the version of the hepdata - tables - - Returns - ------- - list - list containing the central values for all - hepdata tables - - """ - - data_central = [] - for table in tables: - hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" - - with open(hepdata_table, 'r') as file: - input = yaml.safe_load(file) - - values = input['dependent_variables'][0]['values'] - - for value in values: - data_central.append(value['value']) - - return data_central - - -def get_kinematics(tables, version): - """ - returns the relevant kinematics values. - Note: kinematics are the same for both correlation scenarios. - - Parameters - ---------- - tables : list - list that enumerates the table number - - version : int - integer read from metadata.yaml that - indicated the version of the hepdata - tables - - Returns - ------- - list - list containing the kinematic values for all - hepdata tables - """ - kin = [] - - for table in tables: - hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" - - with open(hepdata_table, 'r') as file: - input = yaml.safe_load(file) - - # rapidity - rapidity_interval = TABLE_TO_RAPIDITY[table] - rap = {} - rap['min'], rap['max'] = rapidity_interval[0], rapidity_interval[1] - rap['mid'] = 0.5 * (rap['min'] + rap['max']) - - # center of mass energy - sqrts = float(input['dependent_variables'][0]['qualifiers'][1]['value']) - - # transverse momentum - jet_kt_bins = input['independent_variables'][0]['values'] - KT = {} - for kt in jet_kt_bins: - KT['min'], KT['max'] = kt['low'], kt['high'] - KT['mid'] = float(f"{0.5 * (kt['low'] + kt['high']):.3f}") - - kin_value = { - 'y': {'min': rap['min'], 'mid': rap['mid'], 'max': rap['max']}, - 'pT': {'min': KT['min'], 'mid': KT['mid'], 'max': KT['max']}, - 'sqrt_s': {'min': None, 'mid': sqrts, 'max': None}, - } - - kin.append(kin_value) - - return kin - - -def get_stat_errors(tables, version): - """ - return array of statistical errors from HEPdata tables. - - Note: stat errors are the same for both correlation scenarios. - - Parameters - ---------- - tables : list - list that enumerates the table number - - version : int - integer read from metadata.yaml that - indicated the version of the hepdata - tables - - Returns - ------- - array - array of statistical errors - """ - stat_err = [] - for table in tables: - hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" - - with open(hepdata_table, 'r') as file: - input = yaml.safe_load(file) - - values = input['dependent_variables'][0]['values'] - - for value in values: - err_dict = value['errors'][0] - if err_dict['label'] != 'stat': - raise ("label of error is not stat") - stat_err.append(err_dict['asymerror']['plus']) - - return np.array(stat_err) - - -def get_lumi_errors(tables, version): - """ - return array of luminosity errors from HEPdata tables. - - Note: lumi errors are the same for both correlation scenarios. - - Parameters - ---------- - tables : list - list that enumerates the table number - - version : int - integer read from metadata.yaml that - indicated the version of the hepdata - tables - - Returns - ------- - array - array of luminosity errors - """ - lumi_err = [] - - for table in tables: - hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" - - with open(hepdata_table, 'r') as file: - input = yaml.safe_load(file) - - values = input['dependent_variables'][0]['values'] - - for value in values: - if value['errors'][-1]['label'] != 'syst_lumi': - raise ("syst_lumi has to be the label of unc") - lumi_err.append(value['errors'][-1]['asymerror']['plus']) - - return np.array(lumi_err) - - -def HEP_table_to_df(table, version, variant='nominal'): - """ - Given hep data table return a pandas - DataFrame with index given by Ndata, - columns by the uncertainties and - np.nan entries - - Parameters - ---------- - table : int - number of table - version : int - version number - - """ - if variant == 'nominal': - hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" - elif variant == 'decorrelated': - hepdata_table = f"rawdata/atlas_inclusive_jet2012_r06_altcorr1_eta{table}.yaml" - - with open(hepdata_table, 'r') as file: - card = yaml.safe_load(file) - - # list of len ndata. Each entry is dict with - # keys errors and value - card = card['dependent_variables'][0]['values'] - df_nan = pd.DataFrame(index=range(1, len(card) + 1)) - - errors = card[0]['errors'] - for err in errors: - # luminosity and stat uncertainty, always symmetric - if err['label'] == 'syst_lumi': - df_nan[err['label']] = np.nan - elif err['label'] == 'stat': - df_nan[err['label']] = np.nan - else: - df_nan[f"{err['label']}_plus"] = np.nan - df_nan[f"{err['label']}_minus"] = np.nan - - return df_nan - - -def fill_df(table, version, variant='nominal'): - """ - Fill a data frame with index - corresponding to measured datapoints - and columns to different uncertainties - Each df is for a fixed rapidity bin. - - Parameters - ---------- - table : int - number of table - version : int - version number - """ - if variant == 'nominal': - hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" - elif variant == 'decorrelated': - hepdata_table = f"rawdata/atlas_inclusive_jet2012_r06_altcorr1_eta{table}.yaml" - - with open(hepdata_table, 'r') as file: - card = yaml.safe_load(file) - - # list of len ndata. Each entry is dict with - # keys errors and value - card = card['dependent_variables'][0]['values'] - df = HEP_table_to_df(table, version, variant) - - for i, dat in enumerate(card): - # cv = dat['value'] - - for j, err in enumerate(dat['errors']): - # lum and stat uncertainties are always symmetric - if err['label'] == 'stat': - df.loc[df.index == i + 1, err['label']] = err['asymerror']['plus'] - elif err['label'] == 'syst_lumi': - df.loc[df.index == i + 1, err['label']] = err['asymerror']['plus'] - else: - dp, dm = process_err(err) - df.loc[df.index == i + 1, f"{err['label']}_plus"] = dp # err['asymerror']['plus'] - df.loc[df.index == i + 1, f"{err['label']}_minus"] = dm # err['asymerror']['minus'] - return df - - -def process_err(error): - """ - Note: the d'Agostini prescription for the - symmetrization of the error does not hold here. - We follow the experimentalists prescription. - - Parameters - ---------- - - error : dictionary - e.g. {'label': 'sys', 'symerror': 0.1%} - - Returns - ------- - tuple - tuple containing two floats - - """ - d_p = float(error['asymerror']['plus']) - d_m = float(error['asymerror']['minus']) - - tmp1 = d_p - tmp2 = d_m - # case 1: d_p and d_m are both negative - if tmp1 < 0.0 and tmp2 < 0.0: - if tmp2 < tmp1: - d_p = 0.0 - d_m = tmp2 - else: - d_p = 0.0 - d_m = tmp1 - - # case 2: d_p and d_m are both positive - if tmp1 > 0.0 and tmp2 > 0.0: - if tmp1 > tmp2: - d_p = tmp1 - d_m = 0.0 - else: - d_p = tmp2 - d_m = 0.0 - return d_p, d_m - - -if __name__ == "__main__": - # cv = get_data_values(tables = [1],version= 1) - # kin = get_kinematics(tables=[1],version=1) - # err = get_lumi_errors(tables=[1], version=1) - # print(err) - - # df = HEP_table_to_df(table=1,version=1) - df = fill_df(table=1, version=1) - print(df) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/kinematics.yaml index a9278f6389..e47e43e28a 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/kinematics.yaml @@ -7,7 +7,7 @@ bins: min: 70 mid: 77.5 max: 85 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -19,7 +19,7 @@ bins: min: 85 mid: 92.5 max: 100 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -31,7 +31,7 @@ bins: min: 100 mid: 108.0 max: 116 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -43,7 +43,7 @@ bins: min: 116 mid: 125.0 max: 134 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -55,7 +55,7 @@ bins: min: 134 mid: 143.0 max: 152 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -67,7 +67,7 @@ bins: min: 152 mid: 162.0 max: 172 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -79,7 +79,7 @@ bins: min: 172 mid: 183.0 max: 194 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -91,7 +91,7 @@ bins: min: 194 mid: 205.0 max: 216 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -103,7 +103,7 @@ bins: min: 216 mid: 228.0 max: 240 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -115,7 +115,7 @@ bins: min: 240 mid: 252.0 max: 264 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -127,7 +127,7 @@ bins: min: 264 mid: 277.0 max: 290 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -139,7 +139,7 @@ bins: min: 290 mid: 304.0 max: 318 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -151,7 +151,7 @@ bins: min: 318 mid: 332.0 max: 346 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -163,7 +163,7 @@ bins: min: 346 mid: 361.0 max: 376 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -175,7 +175,7 @@ bins: min: 376 mid: 392.0 max: 408 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -187,7 +187,7 @@ bins: min: 408 mid: 425.0 max: 442 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -199,7 +199,7 @@ bins: min: 442 mid: 460.0 max: 478 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -211,7 +211,7 @@ bins: min: 478 mid: 497.0 max: 516 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -223,7 +223,7 @@ bins: min: 516 mid: 536.0 max: 556 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -235,7 +235,7 @@ bins: min: 556 mid: 577.0 max: 598 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -247,7 +247,7 @@ bins: min: 598 mid: 620.0 max: 642 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -259,7 +259,7 @@ bins: min: 642 mid: 665.0 max: 688 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -271,7 +271,7 @@ bins: min: 688 mid: 712.0 max: 736 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -283,7 +283,7 @@ bins: min: 736 mid: 761.0 max: 786 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -295,7 +295,7 @@ bins: min: 786 mid: 812.0 max: 838 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -307,7 +307,7 @@ bins: min: 838 mid: 866.0 max: 894 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -319,7 +319,7 @@ bins: min: 894 mid: 923.0 max: 952 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -331,7 +331,7 @@ bins: min: 952 mid: 982.0 max: 1012 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -343,7 +343,7 @@ bins: min: 1012 mid: 1044.0 max: 1076 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -355,7 +355,7 @@ bins: min: 1076 mid: 1119.0 max: 1162 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -367,7 +367,7 @@ bins: min: 1162 mid: 1236.0 max: 1310 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -379,7 +379,7 @@ bins: min: 1310 mid: 1420.0 max: 1530 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -391,7 +391,7 @@ bins: min: 1530 mid: 1761.0 max: 1992 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -403,7 +403,7 @@ bins: min: 1992 mid: 2246.0 max: 2500 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -415,7 +415,7 @@ bins: min: 70 mid: 77.5 max: 85 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -427,7 +427,7 @@ bins: min: 85 mid: 92.5 max: 100 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -439,7 +439,7 @@ bins: min: 100 mid: 108.0 max: 116 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -451,7 +451,7 @@ bins: min: 116 mid: 125.0 max: 134 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -463,7 +463,7 @@ bins: min: 134 mid: 143.0 max: 152 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -475,7 +475,7 @@ bins: min: 152 mid: 162.0 max: 172 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -487,7 +487,7 @@ bins: min: 172 mid: 183.0 max: 194 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -499,7 +499,7 @@ bins: min: 194 mid: 205.0 max: 216 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -511,7 +511,7 @@ bins: min: 216 mid: 228.0 max: 240 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -523,7 +523,7 @@ bins: min: 240 mid: 252.0 max: 264 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -535,7 +535,7 @@ bins: min: 264 mid: 277.0 max: 290 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -547,7 +547,7 @@ bins: min: 290 mid: 304.0 max: 318 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -559,7 +559,7 @@ bins: min: 318 mid: 332.0 max: 346 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -571,7 +571,7 @@ bins: min: 346 mid: 361.0 max: 376 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -583,7 +583,7 @@ bins: min: 376 mid: 392.0 max: 408 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -595,7 +595,7 @@ bins: min: 408 mid: 425.0 max: 442 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -607,7 +607,7 @@ bins: min: 442 mid: 460.0 max: 478 - 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sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1459,7 +1459,7 @@ bins: min: 688 mid: 712.0 max: 736 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1471,7 +1471,7 @@ bins: min: 736 mid: 761.0 max: 786 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1483,7 +1483,7 @@ bins: min: 786 mid: 812.0 max: 838 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1495,7 +1495,7 @@ bins: min: 838 mid: 866.0 max: 894 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1507,7 +1507,7 @@ bins: min: 894 mid: 923.0 max: 952 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1519,7 +1519,7 @@ bins: min: 952 mid: 982.0 max: 1012 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1531,7 +1531,7 @@ bins: min: 1012 mid: 1044.0 max: 1076 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1543,7 +1543,7 @@ bins: min: 1076 mid: 1193.0 max: 1310 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1555,7 +1555,7 @@ bins: min: 70 mid: 77.5 max: 85 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1567,7 +1567,7 @@ bins: min: 85 mid: 92.5 max: 100 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1579,7 +1579,7 @@ bins: min: 100 mid: 108.0 max: 116 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1591,7 +1591,7 @@ bins: min: 116 mid: 125.0 max: 134 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1603,7 +1603,7 @@ bins: min: 134 mid: 143.0 max: 152 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1615,7 +1615,7 @@ bins: min: 152 mid: 162.0 max: 172 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1627,7 +1627,7 @@ bins: min: 172 mid: 183.0 max: 194 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1639,7 +1639,7 @@ bins: min: 194 mid: 205.0 max: 216 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1651,7 +1651,7 @@ bins: min: 216 mid: 228.0 max: 240 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1663,7 +1663,7 @@ bins: min: 240 mid: 252.0 max: 264 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1675,7 +1675,7 @@ bins: min: 264 mid: 277.0 max: 290 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1687,7 +1687,7 @@ bins: min: 290 mid: 304.0 max: 318 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1699,7 +1699,7 @@ bins: min: 318 mid: 332.0 max: 346 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1711,7 +1711,7 @@ bins: min: 346 mid: 361.0 max: 376 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1723,7 +1723,7 @@ bins: min: 376 mid: 392.0 max: 408 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1735,7 +1735,7 @@ bins: min: 408 mid: 425.0 max: 442 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1747,7 +1747,7 @@ bins: min: 442 mid: 460.0 max: 478 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1759,7 +1759,7 @@ bins: min: 478 mid: 497.0 max: 516 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1771,7 +1771,7 @@ bins: min: 516 mid: 536.0 max: 556 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1783,7 +1783,7 @@ bins: min: 556 mid: 577.0 max: 598 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1795,7 +1795,7 @@ bins: min: 598 mid: 620.0 max: 642 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1807,7 +1807,7 @@ bins: min: 642 mid: 665.0 max: 688 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1819,7 +1819,7 @@ bins: min: 688 mid: 712.0 max: 736 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1831,7 +1831,7 @@ bins: min: 736 mid: 787.0 max: 838 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1843,7 +1843,7 @@ bins: min: 70 mid: 77.5 max: 85 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1855,7 +1855,7 @@ bins: min: 85 mid: 92.5 max: 100 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1867,7 +1867,7 @@ bins: min: 100 mid: 108.0 max: 116 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1879,7 +1879,7 @@ bins: min: 116 mid: 125.0 max: 134 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1891,7 +1891,7 @@ bins: min: 134 mid: 143.0 max: 152 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1903,7 +1903,7 @@ bins: min: 152 mid: 162.0 max: 172 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1915,7 +1915,7 @@ bins: min: 172 mid: 183.0 max: 194 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1927,7 +1927,7 @@ bins: min: 194 mid: 205.0 max: 216 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1939,7 +1939,7 @@ bins: min: 216 mid: 228.0 max: 240 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1951,7 +1951,7 @@ bins: min: 240 mid: 252.0 max: 264 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1963,7 +1963,7 @@ bins: min: 264 mid: 277.0 max: 290 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1975,7 +1975,7 @@ bins: min: 290 mid: 304.0 max: 318 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1987,7 +1987,7 @@ bins: min: 318 mid: 332.0 max: 346 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -1999,7 +1999,7 @@ bins: min: 346 mid: 361.0 max: 376 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -2011,7 +2011,7 @@ bins: min: 376 mid: 392.0 max: 408 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -2023,7 +2023,7 @@ bins: min: 408 mid: 425.0 max: 442 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -2035,7 +2035,7 @@ bins: min: 442 mid: 460.0 max: 478 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null @@ -2047,7 +2047,7 @@ bins: min: 478 mid: 517.0 max: 556 - sqrts: + sqrt_s: min: null mid: 8000.0 max: null From 777c3d6abe424ee6c0e4f6783335e2041cd2a68a Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Wed, 17 Apr 2024 17:27:40 +0100 Subject: [PATCH 17/70] ATLAS_1JET_8TEV, checked that filter.py runs, polished filter.py moved filter_utils.py to filter_utils.legacy_jets_utils.py --- nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py | 1 - 1 file changed, 1 deletion(-) diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index 11da4b8b8a..4df6f931d7 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -1000,4 +1000,3 @@ def process_err_ATLAS_1JET_8TEV_R06(error): d_p = tmp2 d_m = 0.0 return d_p, d_m - From bbf5a7a93374264d8424b1ad62dc73a8a8bf346b Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Wed, 17 Apr 2024 18:02:51 +0100 Subject: [PATCH 18/70] corrected kinematical variable from sqrt_s to sqrts --- .../filter_utils/legacy_jets_utils.py | 6 +- .../ATLAS_1JET_8TEV_R06/kinematics.yaml | 342 ++++++------- .../CMS_1JET_8TEV/kinematics.yaml | 478 +++++++++--------- .../CMS_2JET_7TEV/kinematics.yaml | 108 ++-- 4 files changed, 467 insertions(+), 467 deletions(-) diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index 4df6f931d7..5469e3a31d 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -114,7 +114,7 @@ def get_kinematics_CMS_2JET_7TEV(tables, version): kin_value = { 'ydiff': {'min': ydiff['min'], 'mid': ydiff['mid'], 'max': ydiff['max']}, 'm_jj': {'min': m_jj['low'], 'mid': m_jj['mid'], 'max': m_jj['high']}, - 'sqrt_s': {'min': None, 'mid': sqrts, 'max': None}, + 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, } kin.append(kin_value) @@ -613,7 +613,7 @@ def get_kinematics_CMS_1JET_8TEV(tables, version): kin_value = { 'y': {'min': rap['min'], 'mid': rap['mid'], 'max': rap['max']}, 'p_T2': {'min': KT['min'] ** 2, 'mid': KT['mid'] ** 2, 'max': KT['max'] ** 2}, - 'sqrt_s': {'min': None, 'mid': sqrts, 'max': None}, + 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, } kin.append(kin_value) @@ -866,7 +866,7 @@ def get_kinematics_ATLAS_1JET_8TEV_R06(tables, version): kin_value = { 'y': {'min': rap['min'], 'mid': rap['mid'], 'max': rap['max']}, 'pT': {'min': KT['min'], 'mid': KT['mid'], 'max': KT['max']}, - 'sqrt_s': {'min': None, 'mid': sqrts, 'max': None}, + 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, } kin.append(kin_value) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/kinematics.yaml index e47e43e28a..a9278f6389 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/kinematics.yaml @@ -7,7 +7,7 @@ bins: min: 70 mid: 77.5 max: 85 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -19,7 +19,7 @@ bins: min: 85 mid: 92.5 max: 100 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -31,7 +31,7 @@ bins: min: 100 mid: 108.0 max: 116 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -43,7 +43,7 @@ bins: min: 116 mid: 125.0 max: 134 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -55,7 +55,7 @@ bins: min: 134 mid: 143.0 max: 152 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -67,7 +67,7 @@ bins: min: 152 mid: 162.0 max: 172 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -79,7 +79,7 @@ bins: min: 172 mid: 183.0 max: 194 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -91,7 +91,7 @@ bins: min: 194 mid: 205.0 max: 216 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -103,7 +103,7 @@ bins: min: 216 mid: 228.0 max: 240 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -115,7 +115,7 @@ bins: min: 240 mid: 252.0 max: 264 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -127,7 +127,7 @@ bins: min: 264 mid: 277.0 max: 290 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -139,7 +139,7 @@ bins: min: 290 mid: 304.0 max: 318 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -151,7 +151,7 @@ bins: min: 318 mid: 332.0 max: 346 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -163,7 +163,7 @@ bins: min: 346 mid: 361.0 max: 376 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -175,7 +175,7 @@ bins: min: 376 mid: 392.0 max: 408 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -187,7 +187,7 @@ bins: min: 408 mid: 425.0 max: 442 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -199,7 +199,7 @@ bins: min: 442 mid: 460.0 max: 478 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -211,7 +211,7 @@ bins: min: 478 mid: 497.0 max: 516 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -223,7 +223,7 @@ bins: min: 516 mid: 536.0 max: 556 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -235,7 +235,7 @@ bins: min: 556 mid: 577.0 max: 598 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -247,7 +247,7 @@ bins: min: 598 mid: 620.0 max: 642 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -259,7 +259,7 @@ bins: min: 642 mid: 665.0 max: 688 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -271,7 +271,7 @@ bins: min: 688 mid: 712.0 max: 736 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -283,7 +283,7 @@ bins: min: 736 mid: 761.0 max: 786 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -295,7 +295,7 @@ bins: min: 786 mid: 812.0 max: 838 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -307,7 +307,7 @@ bins: min: 838 mid: 866.0 max: 894 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -319,7 +319,7 @@ bins: min: 894 mid: 923.0 max: 952 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -331,7 +331,7 @@ bins: min: 952 mid: 982.0 max: 1012 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -343,7 +343,7 @@ bins: min: 1012 mid: 1044.0 max: 1076 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -355,7 +355,7 @@ bins: min: 1076 mid: 1119.0 max: 1162 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -367,7 +367,7 @@ bins: min: 1162 mid: 1236.0 max: 1310 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -379,7 +379,7 @@ bins: min: 1310 mid: 1420.0 max: 1530 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -391,7 +391,7 @@ bins: min: 1530 mid: 1761.0 max: 1992 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -403,7 +403,7 @@ bins: min: 1992 mid: 2246.0 max: 2500 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -415,7 +415,7 @@ bins: min: 70 mid: 77.5 max: 85 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -427,7 +427,7 @@ bins: min: 85 mid: 92.5 max: 100 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -439,7 +439,7 @@ bins: min: 100 mid: 108.0 max: 116 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -451,7 +451,7 @@ bins: min: 116 mid: 125.0 max: 134 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -463,7 +463,7 @@ bins: min: 134 mid: 143.0 max: 152 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -475,7 +475,7 @@ bins: min: 152 mid: 162.0 max: 172 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -487,7 +487,7 @@ bins: min: 172 mid: 183.0 max: 194 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -499,7 +499,7 @@ bins: min: 194 mid: 205.0 max: 216 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -511,7 +511,7 @@ bins: min: 216 mid: 228.0 max: 240 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -523,7 +523,7 @@ bins: min: 240 mid: 252.0 max: 264 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -535,7 +535,7 @@ bins: min: 264 mid: 277.0 max: 290 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -547,7 +547,7 @@ bins: min: 290 mid: 304.0 max: 318 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -559,7 +559,7 @@ bins: min: 318 mid: 332.0 max: 346 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -571,7 +571,7 @@ bins: min: 346 mid: 361.0 max: 376 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -583,7 +583,7 @@ bins: min: 376 mid: 392.0 max: 408 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -595,7 +595,7 @@ bins: min: 408 mid: 425.0 max: 442 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -607,7 +607,7 @@ bins: min: 442 mid: 460.0 max: 478 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -619,7 +619,7 @@ bins: min: 478 mid: 497.0 max: 516 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -631,7 +631,7 @@ bins: min: 516 mid: 536.0 max: 556 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -643,7 +643,7 @@ bins: min: 556 mid: 577.0 max: 598 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -655,7 +655,7 @@ bins: min: 598 mid: 620.0 max: 642 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -667,7 +667,7 @@ bins: min: 642 mid: 665.0 max: 688 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -679,7 +679,7 @@ bins: min: 688 mid: 712.0 max: 736 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -691,7 +691,7 @@ bins: min: 736 mid: 761.0 max: 786 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -703,7 +703,7 @@ bins: min: 786 mid: 812.0 max: 838 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -715,7 +715,7 @@ bins: min: 838 mid: 866.0 max: 894 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -727,7 +727,7 @@ bins: min: 894 mid: 923.0 max: 952 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -739,7 +739,7 @@ bins: min: 952 mid: 982.0 max: 1012 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -751,7 +751,7 @@ bins: min: 1012 mid: 1044.0 max: 1076 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -763,7 +763,7 @@ bins: min: 1076 mid: 1119.0 max: 1162 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -775,7 +775,7 @@ bins: min: 1162 mid: 1236.0 max: 1310 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -787,7 +787,7 @@ bins: min: 1310 mid: 1420.0 max: 1530 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -799,7 +799,7 @@ bins: min: 1530 mid: 2015.0 max: 2500 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -811,7 +811,7 @@ bins: min: 70 mid: 77.5 max: 85 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -823,7 +823,7 @@ bins: min: 85 mid: 92.5 max: 100 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -835,7 +835,7 @@ bins: min: 100 mid: 108.0 max: 116 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -847,7 +847,7 @@ bins: min: 116 mid: 125.0 max: 134 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -859,7 +859,7 @@ bins: min: 134 mid: 143.0 max: 152 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -871,7 +871,7 @@ bins: min: 152 mid: 162.0 max: 172 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -883,7 +883,7 @@ bins: min: 172 mid: 183.0 max: 194 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -895,7 +895,7 @@ bins: min: 194 mid: 205.0 max: 216 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -907,7 +907,7 @@ bins: min: 216 mid: 228.0 max: 240 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -919,7 +919,7 @@ bins: min: 240 mid: 252.0 max: 264 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -931,7 +931,7 @@ bins: min: 264 mid: 277.0 max: 290 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -943,7 +943,7 @@ bins: min: 290 mid: 304.0 max: 318 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -955,7 +955,7 @@ bins: min: 318 mid: 332.0 max: 346 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -967,7 +967,7 @@ bins: min: 346 mid: 361.0 max: 376 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -979,7 +979,7 @@ bins: min: 376 mid: 392.0 max: 408 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -991,7 +991,7 @@ bins: min: 408 mid: 425.0 max: 442 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -1003,7 +1003,7 @@ bins: min: 442 mid: 460.0 max: 478 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -1015,7 +1015,7 @@ bins: min: 478 mid: 497.0 max: 516 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -1027,7 +1027,7 @@ bins: min: 516 mid: 536.0 max: 556 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -1039,7 +1039,7 @@ bins: min: 556 mid: 577.0 max: 598 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -1051,7 +1051,7 @@ bins: min: 598 mid: 620.0 max: 642 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -1063,7 +1063,7 @@ bins: min: 642 mid: 665.0 max: 688 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -1075,7 +1075,7 @@ bins: min: 688 mid: 712.0 max: 736 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -1087,7 +1087,7 @@ bins: min: 736 mid: 761.0 max: 786 - 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sqrt_s: + sqrts: min: null mid: 8000.0 max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml index 6c7ab09ccd..ca9e9203d6 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml @@ -7,7 +7,7 @@ bins: min: 441.0 mid: 506.25 max: 576.0 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -19,7 +19,7 @@ bins: min: 576.0 mid: 676.0 max: 784.0 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -31,7 +31,7 @@ bins: min: 784.0 mid: 900.0 max: 1024.0 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -43,7 +43,7 @@ bins: min: 1024.0 mid: 1190.25 max: 1369.0 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -55,7 +55,7 @@ bins: min: 1369.0 mid: 1600.0 max: 1849.0 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -67,7 +67,7 @@ bins: min: 1849.0 mid: 2116.0 max: 2401.0 - sqrt_s: + sqrts: min: null mid: 8000.0 max: null @@ -79,7 +79,7 @@ bins: min: 2401.0 mid: 2756.25 max: 3136.0 - 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sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -463,7 +463,7 @@ bins: min: 944.0 mid: 1062.5 max: 1181.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -475,7 +475,7 @@ bins: min: 1181.0 mid: 1318.0 max: 1455.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -487,7 +487,7 @@ bins: min: 1455.0 mid: 1612.5 max: 1770.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -499,7 +499,7 @@ bins: min: 1770.0 mid: 1951.0 max: 2132.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -511,7 +511,7 @@ bins: min: 2132.0 mid: 2339.0 max: 2546.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -523,7 +523,7 @@ bins: min: 2546.0 mid: 2782.5 max: 3019.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -535,7 +535,7 @@ bins: min: 3019.0 mid: 3288.5 max: 3558.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -547,7 +547,7 @@ bins: min: 3558.0 mid: 4308.0 max: 5058.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -559,7 +559,7 @@ bins: min: 1000.0 mid: 1123.0 max: 1246.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -571,7 +571,7 @@ bins: min: 1246.0 mid: 1388.0 max: 1530.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -583,7 +583,7 @@ bins: min: 1530.0 mid: 1693.0 max: 1856.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -595,7 +595,7 @@ bins: min: 1856.0 mid: 2043.5 max: 2231.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -607,7 +607,7 @@ bins: min: 2231.0 mid: 2445.0 max: 2659.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -619,7 +619,7 @@ bins: min: 2659.0 mid: 2903.0 max: 3147.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -631,7 +631,7 @@ bins: min: 3147.0 mid: 3425.5 max: 3704.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null @@ -643,7 +643,7 @@ bins: min: 3704.0 mid: 4381.0 max: 5058.0 - sqrt_s: + sqrts: min: null mid: 7000.0 max: null From da13195064196b399dc2b130650ca24ba714feee Mon Sep 17 00:00:00 2001 From: RoyStegeman Date: Wed, 24 Apr 2024 18:27:17 +0100 Subject: [PATCH 19/70] Don't surpress warnings and instead address them I only address the 1JET case (though solution for 2JET is similar), because the 2JET filter.py is broken anyway --- .../filter_utils/legacy_jets_utils.py | 59 +++++++++---------- .../ATLAS_1JET_8TEV_R06/filter.py | 15 ++--- .../ATLAS_2JET_7TEV_R06/filter_utils.py | 9 +-- 3 files changed, 36 insertions(+), 47 deletions(-) diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index 5469e3a31d..ff3aeb4d74 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -3,10 +3,10 @@ these are: CMS_2JET_7TEV, CMS_1JET_8TEV, ATLAS_1JET_8TEV_R06, ATLAS_2JET_7TEV_R06 """ -import yaml import numpy as np import pandas as pd from scipy.linalg import block_diag +import yaml # ============ CMS_2JET_7TEV ============# @@ -54,7 +54,7 @@ def get_data_values_CMS_2JET_7TEV(tables, version): hepdata_table = f"rawdata/HEPData-ins1208923-v{version}-Table_{table}.yaml" - with open(hepdata_table, 'r') as file: + with open(hepdata_table) as file: input = yaml.safe_load(file) values = input['dependent_variables'][0]['values'] @@ -91,7 +91,7 @@ def get_kinematics_CMS_2JET_7TEV(tables, version): hepdata_table = f"rawdata/HEPData-ins1208923-v{version}-Table_{table}.yaml" - with open(hepdata_table, 'r') as file: + with open(hepdata_table) as file: input = yaml.safe_load(file) rapidity_interval = input['dependent_variables'][0]['qualifiers'][0]['value'] @@ -188,7 +188,7 @@ def get_stat_uncertainties_CMS_2JET_7TEV(): """ - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) version = metadata['hepdata']['version'] @@ -199,7 +199,7 @@ def get_stat_uncertainties_CMS_2JET_7TEV(): for table in tables: stat = [] hepdata_tables = f"rawdata/HEPData-ins1208923-v{version}-Table_{table}.yaml" - with open(hepdata_tables, 'r') as file: + with open(hepdata_tables) as file: input = yaml.safe_load(file) for err in input['dependent_variables'][0]['values']: @@ -223,7 +223,7 @@ def dat_file_to_df_CMS_2JET_7TEV(): """ - with open("rawdata/dijet_sys.dat", 'r') as file: + with open("rawdata/dijet_sys.dat") as file: lines = file.readlines() # get rows of numeric tables in dat file @@ -324,7 +324,7 @@ def JEC_error_matrix_CMS_2JET_7TEV(): jec = pd.concat(JEC_err, axis=0) / np.sqrt(2) # get central value to convert mult error - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) version = metadata['hepdata']['version'] @@ -361,7 +361,7 @@ def lumi_covmat_CMS_2JET_7TEV(): lumi = pd.concat(lumi_err, axis=0) # get central value to convert mult error - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) version = metadata['hepdata']['version'] @@ -394,7 +394,7 @@ def unfolding_error_matrix_CMS_2JET_7TEV(): unfold = pd.concat(unfold_err, axis=0) / np.sqrt(2) # get central value to convert mult error - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) version = metadata['hepdata']['version'] @@ -429,7 +429,7 @@ def bin_by_bin_covmat_CMS_2JET_7TEV(): bin = pd.concat(bin_err, axis=0) # get central value to convert mult error - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) version = metadata['hepdata']['version'] @@ -554,7 +554,7 @@ def get_data_values_CMS_1JET_8TEV(tables, version): for table in tables: hepdata_table = f"rawdata/HEPData-ins1487277-v{version}-Table_{table}.yaml" - with open(hepdata_table, 'r') as file: + with open(hepdata_table) as file: input = yaml.safe_load(file) values = input['dependent_variables'][0]['values'] @@ -590,7 +590,7 @@ def get_kinematics_CMS_1JET_8TEV(tables, version): for table in tables: hepdata_table = f"rawdata/HEPData-ins1487277-v{version}-Table_{table}.yaml" - with open(hepdata_table, 'r') as file: + with open(hepdata_table) as file: input = yaml.safe_load(file) # rapidity @@ -638,7 +638,7 @@ def get_stat_correlations_CMS_1JET_8TEV(table): 2-D array """ - with open(f'rawdata/CMS_8TeV_jets_Ybin{table}___CMS_8TeV_jets_Ybin{table}.dat', 'r') as file: + with open(f'rawdata/CMS_8TeV_jets_Ybin{table}___CMS_8TeV_jets_Ybin{table}.dat') as file: card = file.readlines() # get shape of matrix @@ -696,7 +696,7 @@ def get_stat_uncertainties_CMS_1JET_8TEV(): """ - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) version = metadata['hepdata']['version'] @@ -706,7 +706,7 @@ def get_stat_uncertainties_CMS_1JET_8TEV(): for table in tables: hepdata_tables = f"rawdata/HEPData-ins1487277-v{version}-Table_{table}.yaml" - with open(hepdata_tables, 'r') as file: + with open(hepdata_tables) as file: input = yaml.safe_load(file) # discard pT < 74 GeV entries @@ -725,7 +725,7 @@ def get_uncertainties_df_CMS_1JET_8TEV(table): # read dat file into dataframe by skipping the first 41 metadata rows df = pd.read_csv( f"rawdata/CMS_8TeV_jets_Ybin{table}.dat", - sep="\s+", + sep=r"\s+", skiprows=41, names=COLUMN_NAMES_CMS_1JET_8TEV, ) @@ -807,7 +807,7 @@ def get_data_values_ATLAS_1JET_8TEV_R06(tables, version): for table in tables: hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" - with open(hepdata_table, 'r') as file: + with open(hepdata_table) as file: input = yaml.safe_load(file) values = input['dependent_variables'][0]['values'] @@ -844,7 +844,7 @@ def get_kinematics_ATLAS_1JET_8TEV_R06(tables, version): for table in tables: hepdata_table = f"rawdata/HEPData-ins1604271-v{version}-Table_{table}.yaml" - with open(hepdata_table, 'r') as file: + with open(hepdata_table) as file: input = yaml.safe_load(file) # rapidity @@ -876,10 +876,8 @@ def get_kinematics_ATLAS_1JET_8TEV_R06(tables, version): def HEP_table_to_df_ATLAS_1JET_8TEV_R06(table, version, variant='nominal'): """ - Given hep data table return a pandas - DataFrame with index given by Ndata, - columns by the uncertainties and - np.nan entries + Given hep data table return a pandas DataFrame with index given by Ndata, + columns by the uncertainties and np.nan entries Parameters ---------- @@ -894,7 +892,7 @@ def HEP_table_to_df_ATLAS_1JET_8TEV_R06(table, version, variant='nominal'): elif variant == 'decorrelated': hepdata_table = f"rawdata/atlas_inclusive_jet2012_r06_altcorr1_eta{table}.yaml" - with open(hepdata_table, 'r') as file: + with open(hepdata_table) as file: card = yaml.safe_load(file) # list of len ndata. Each entry is dict with @@ -902,16 +900,17 @@ def HEP_table_to_df_ATLAS_1JET_8TEV_R06(table, version, variant='nominal'): card = card['dependent_variables'][0]['values'] df_nan = pd.DataFrame(index=range(1, len(card) + 1)) + columns = {} errors = card[0]['errors'] for err in errors: # luminosity and stat uncertainty, always symmetric - if err['label'] == 'syst_lumi': - df_nan[err['label']] = np.nan - elif err['label'] == 'stat': - df_nan[err['label']] = np.nan + if err['label'] == 'syst_lumi' or err['label'] == 'stat': + columns[err['label']] = np.nan else: - df_nan[f"{err['label']}_plus"] = np.nan - df_nan[f"{err['label']}_minus"] = np.nan + columns[f"{err['label']}_plus"] = np.nan + columns[f"{err['label']}_minus"] = np.nan + + df_nan = pd.concat([df_nan, pd.DataFrame(columns, index=df_nan.index)], axis=1) return df_nan @@ -935,7 +934,7 @@ def fill_df_ATLAS_1JET_8TEV_R06(table, version, variant='nominal'): elif variant == 'decorrelated': hepdata_table = f"rawdata/atlas_inclusive_jet2012_r06_altcorr1_eta{table}.yaml" - with open(hepdata_table, 'r') as file: + with open(hepdata_table) as file: card = yaml.safe_load(file) # list of len ndata. Each entry is dict with diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py index 003ddb6d97..1b919095bd 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py @@ -1,17 +1,12 @@ -# ignore pandas warning -import warnings - +import numpy as np +import pandas as pd +import yaml from nnpdf_data.filter_utils.legacy_jets_utils import ( fill_df_ATLAS_1JET_8TEV_R06, get_data_values_ATLAS_1JET_8TEV_R06, get_kinematics_ATLAS_1JET_8TEV_R06, ) -import numpy as np -import pandas as pd -import yaml - -warnings.filterwarnings("ignore") def filter_ATLAS_1JET_8TEV_data_kinetic(): @@ -21,7 +16,7 @@ def filter_ATLAS_1JET_8TEV_data_kinetic(): respectively. """ - with open("metadata.yaml", "r") as file: + with open("metadata.yaml") as file: metadata = yaml.safe_load(file) version = metadata["hepdata"]["version"] @@ -69,7 +64,7 @@ def filter_ATLAS_1JET_8TEV_uncertainties(variant='nominal'): the other ATLASLUMI12 datasets """ - with open("metadata.yaml", "r") as file: + with open("metadata.yaml") as file: metadata = yaml.safe_load(file) version = metadata["hepdata"]["version"] diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_utils.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_utils.py index 994f430138..c8ee6a1478 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_utils.py +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_utils.py @@ -1,12 +1,7 @@ -# ignore pandas warning -import warnings - import numpy as np import pandas as pd import yaml -warnings.filterwarnings('ignore') - SCENARIO = {'nominal': 0, 'stronger': 1, 'weaker': 2} @@ -111,7 +106,7 @@ def HEP_table_to_df(heptable, scenario='nominal'): 0 = nominal, 1 = stronger, 2 = weaker """ - with open(heptable, 'r') as file: + with open(heptable) as file: card = yaml.safe_load(file) # list of len ndata. Each entry is dict with @@ -144,7 +139,7 @@ def fill_df(heptable, scenario='nominal'): Each df is for a fixed rapidity bin. """ - with open(heptable, 'r') as file: + with open(heptable) as file: card = yaml.safe_load(file) # list of len ndata. Each entry is dict with From 234d880af457201e026fd1c548999d9f8371f0d4 Mon Sep 17 00:00:00 2001 From: RoyStegeman Date: Wed, 24 Apr 2024 18:33:03 +0100 Subject: [PATCH 20/70] black+isort --- .../new_commondata/CMS_1JET_8TEV/filter.py | 6 ++--- .../new_commondata/CMS_2JET_7TEV/filter.py | 23 ++++++++++--------- .../CMS_2JET_7TEV/metadata.yaml | 20 ++++++++-------- 3 files changed, 25 insertions(+), 24 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py index 8c9906dbbc..e23d306488 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py @@ -7,7 +7,6 @@ import numpy as np import yaml -from nnpdf_data.filter_utils.utils import decompose_covmat, correlation_to_covariance from nnpdf_data.filter_utils.legacy_jets_utils import ( block_diagonal_corr_CMS_1JET_8TEV, get_data_values_CMS_1JET_8TEV, @@ -16,6 +15,7 @@ process_err_CMS_1JET_8TEV, uncertainties_df_CMS_1JET_8TEV, ) +from nnpdf_data.filter_utils.utils import correlation_to_covariance, decompose_covmat def filter_CMS_1JET_8TEV_data_kinetic(): @@ -25,7 +25,7 @@ def filter_CMS_1JET_8TEV_data_kinetic(): respectively """ - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) version = metadata['hepdata']['version'] @@ -51,7 +51,7 @@ def filter_CMS_1JET_8TEV_data_kinetic(): def filter_CMS_1JET_8TEV_uncertainties(): """ """ - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) version = metadata['hepdata']['version'] diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py index 0f7198606a..ec2c351668 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py @@ -4,22 +4,23 @@ Created on Mar 2023 """ -from nnpdf_data.filter_utils.utils import correlation_to_covariance, decompose_covmat +import numpy as np +import pandas as pd +from scipy.linalg import block_diag +import yaml + from nnpdf_data.filter_utils.legacy_jets_utils import ( + JEC_error_matrix_CMS_2JET_7TEV, + bin_by_bin_covmat_CMS_2JET_7TEV, + dat_file_to_df_CMS_2JET_7TEV, + get_corr_dat_file_CMS_2JET_7TEV, get_data_values_CMS_2JET_7TEV, get_kinematics_CMS_2JET_7TEV, - get_corr_dat_file_CMS_2JET_7TEV, get_stat_uncertainties_CMS_2JET_7TEV, - dat_file_to_df_CMS_2JET_7TEV, - JEC_error_matrix_CMS_2JET_7TEV, lumi_covmat_CMS_2JET_7TEV, unfolding_error_matrix_CMS_2JET_7TEV, - bin_by_bin_covmat_CMS_2JET_7TEV, ) -import numpy as np -import pandas as pd -from scipy.linalg import block_diag -import yaml +from nnpdf_data.filter_utils.utils import correlation_to_covariance, decompose_covmat def filter_CMS_2JET_7TEV_data_kinetic(): @@ -29,7 +30,7 @@ def filter_CMS_2JET_7TEV_data_kinetic(): respectively """ - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) version = metadata['hepdata']['version'] @@ -57,7 +58,7 @@ def filterCMS_2JET_7TEV_uncertainties(): writes uncertainties to uncertainties.yaml file """ # read metadata file - with open('metadata.yaml', 'r') as file: + with open('metadata.yaml') as file: metadata = yaml.safe_load(file) tables = metadata['hepdata']['tables'] diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/metadata.yaml index 0ac1417485..2bf8de431a 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/metadata.yaml @@ -13,7 +13,7 @@ hepdata: url: "https://www.hepdata.net/record/ins1208923" version: 1 tables: [6, 7, 8, 9, 10] - + nnpdf_metadata: nnpdf31_process: "DIJET" @@ -22,25 +22,25 @@ nnpdf_metadata: implemented_observables: - observable_name: M12Y - observable: - description: "Double-differential dijet cross-sections as functions of dijet mass and rapidity separation of the two highest-pT jets." - label: r"$10^{3*qbin} d^2\sigma/dm_{12}dy$ [pb/GeV]" - units: "" + observable: + description: "Double-differential dijet cross-sections as functions of dijet mass and rapidity separation of the two highest-pT jets." + label: r"$10^{3*qbin} d^2\sigma/dm_{12}dy$ [pb/GeV]" + units: "" ndata: 54 tables: [6, 7, 8, 9, 10] process_type: DIJET - # Plotting + # Plotting kinematic_coverage: [ydiff, m_jj, sqrts] - + plotting: dataset_label: "CMS dijets 7 TeV" kinematics_override: identity x_scale: log plot_x: m_jj - figure_by: + figure_by: - ydiff kinematics: @@ -50,12 +50,12 @@ implemented_observables: sqrts: {description: "center of mass energy", label: r"$\sqrt(s)$", units: "GeV"} file: kinematics.yaml - # Data + # Data data_central: data.yaml data_uncertainties: - uncertainties.yaml - + # Theory theory: FK_tables: From 793a5f7ab169b18ef5428166dcab155c2bd2c557 Mon Sep 17 00:00:00 2001 From: RoyStegeman Date: Wed, 24 Apr 2024 19:36:43 +0100 Subject: [PATCH 21/70] tiny cleanup --- nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index ff3aeb4d74..4b9f11eab9 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -898,7 +898,6 @@ def HEP_table_to_df_ATLAS_1JET_8TEV_R06(table, version, variant='nominal'): # list of len ndata. Each entry is dict with # keys errors and value card = card['dependent_variables'][0]['values'] - df_nan = pd.DataFrame(index=range(1, len(card) + 1)) columns = {} errors = card[0]['errors'] @@ -910,7 +909,7 @@ def HEP_table_to_df_ATLAS_1JET_8TEV_R06(table, version, variant='nominal'): columns[f"{err['label']}_plus"] = np.nan columns[f"{err['label']}_minus"] = np.nan - df_nan = pd.concat([df_nan, pd.DataFrame(columns, index=df_nan.index)], axis=1) + df_nan = pd.DataFrame(columns, index=range(1, len(card) + 1)) return df_nan From b216b5544ffc1823b47067ba15af1967b0059c96 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 27 Apr 2024 15:14:37 +0100 Subject: [PATCH 22/70] pT to p_T2 in metadata file --- .../new_commondata/CMS_1JET_8TEV/metadata.yaml | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml index 8cf95b0027..6b35647064 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml @@ -42,7 +42,7 @@ implemented_observables: description: jet rapidity label: $|y|$ units: '' - pT: + p_T2: description: jet transverse momentum label: $k_{T}$ units: GeV @@ -55,9 +55,6 @@ implemented_observables: data_uncertainties: - uncertainties.yaml variants: - bugged: - data_uncertainties: - - uncertainties_bugged.yaml legacy: theory: conversion_factor: 1.0 @@ -76,8 +73,8 @@ implemented_observables: kinematics_override: identity plot_x: y figure_by: - - pT + - p_T2 kinematic_coverage: - y - - pT + - p_T2 - sqrts From f4babddcb7f75d7a3419646d7442c13dddcf554f Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 27 Apr 2024 15:43:16 +0100 Subject: [PATCH 23/70] polished ATLAS_2JET_7TEV --- .../filter_utils/legacy_jets_utils.py | 156 +- .../ATLAS_2JET_7TEV_R06/filter.py | 47 +- .../ATLAS_2JET_7TEV_R06/filter_bugged.py | 51 - .../ATLAS_2JET_7TEV_R06/filter_utils.py | 172 - .../ATLAS_2JET_7TEV_R06/uncertainties.yaml | 3196 ++++++++--------- .../uncertainties_stronger.yaml | 3196 ++++++++--------- .../uncertainties_weaker.yaml | 3196 ++++++++--------- 7 files changed, 4951 insertions(+), 5063 deletions(-) delete mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_bugged.py delete mode 100644 nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_utils.py diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index 4b9f11eab9..129ea70246 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -8,9 +8,6 @@ from scipy.linalg import block_diag import yaml -# ============ CMS_2JET_7TEV ============# - - def range_str_to_floats(str_range): """ converts a string range to a list, @@ -27,6 +24,8 @@ def range_str_to_floats(str_range): return {"min": min, "mid": mid, "max": max} +# ==================================================================== CMS_2JET_7TEV ====================================================================# + def get_data_values_CMS_2JET_7TEV(tables, version): """ returns the central data @@ -447,7 +446,7 @@ def bin_by_bin_covmat_CMS_2JET_7TEV(): return bin_cov -# ============ CMS_1JET_8TEV ============# +# ==================================================================== CMS_1JET_8TEV ====================================================================# TABLE_TO_RAPIDITY_CMS_1JET_8TEV = { @@ -767,7 +766,7 @@ def process_err_CMS_1JET_8TEV(df): return df -# ============ ATLAS_1JET_8TEV_R06 ============# +# ============================================================ ATLAS_1JET_8TEV_R06 ============================================================# TABLE_TO_RAPIDITY_ATLAS_1JET_8TEV_R06 = { @@ -998,3 +997,150 @@ def process_err_ATLAS_1JET_8TEV_R06(error): d_p = tmp2 d_m = 0.0 return d_p, d_m + + +# ======================================================== ATLAS_2JET_7TEV_R06 ======================================================== # + +SCENARIO_ATLAS_2JET_7TEV_R06 = {'nominal': 0, 'stronger': 1, 'weaker': 2} + + +def process_err_ATLAS_2JET_7TEV_R06(error, cv): + """ + Converts an error given in percentage + of the central data value in absolute value. + + Note: the d'Agostini prescription for the + symmetrization of the error does not hold here. + We follow here the experimental prescription + + Parameters + ---------- + + error : dictionary + e.g. {'label': 'sys', 'symerror': 0.1%} + + cv : float + central value + + Returns + ------- + tuple + tuple containing two floats + + """ + if "lum" in error: + # luminosity uncertainty is always symmetric + sigma = float(error['symerror'].strip('%')) / 100.0 * cv + return sigma + + elif error['label'] == 'sys': + if 'asymerror' in error: + d_p = float(error['asymerror']['plus'].strip('%')) / 100.0 * cv + d_m = float(error['asymerror']['minus'].strip('%')) / 100.0 * cv + + tmp1 = d_p + tmp2 = d_m + # case 1: d_p and d_m are both negative + if tmp1 < 0.0 and tmp2 < 0.0: + if tmp2 < tmp1: + d_p = 0.0 + d_m = tmp2 + else: + d_p = 0.0 + d_m = tmp1 + + # case 2: d_p and d_m are both positive + if tmp1 > 0.0 and tmp2 > 0.0: + if tmp1 > tmp2: + d_p = tmp1 + d_m = 0.0 + else: + d_p = tmp2 + d_m = 0.0 + return d_p / np.sqrt(2.0), d_m / np.sqrt(2.0) + + else: + sigma = float(error['symerror'].strip('%')) / 100.0 * cv + return sigma / np.sqrt(2.0), -sigma / np.sqrt(2.0) + + +def HEP_table_to_df_ATLAS_2JET_7TEV_R06(heptable, scenario='nominal'): + """ + Given hep data table return a pandas + DataFrame with index given by Ndata, + columns by the uncertainties and + np.nan entries + + Parameters + ---------- + heptable : str + path to hepdata table + + scenario : 0, 1, 2 + 0 = nominal, 1 = stronger, 2 = weaker + """ + + with open(heptable) as file: + card = yaml.safe_load(file) + + # list of len ndata. Each entry is dict with + # keys errors and value + card = card['dependent_variables'][SCENARIO_ATLAS_2JET_7TEV_R06[scenario]]['values'] + df = pd.DataFrame(index=range(1, len(card) + 1)) + + errors = card[0]['errors'] + for i, err in enumerate(errors): + # luminosity uncertainty, always symmetric + if ( + (scenario == 'nominal' and i == 67) + or (scenario == 'stronger' and i == 57) + or (scenario == 'weaker' and i == 69) + ): + df["lum"] = np.nan + + elif err['label'] == 'sys': + df[f"{err['label']}_plus_{i}"] = np.nan + df[f"{err['label']}_minus_{i}"] = np.nan + + return df + + +def fill_df_ATLAS_2JET_7TEV_R06(heptable, scenario='nominal'): + """ + Fill a data frame with index + corresponding to dijet mass bins + and columns to different uncertainties + Each df is for a fixed rapidity bin. + """ + + with open(heptable) as file: + card = yaml.safe_load(file) + + # list of len ndata. Each entry is dict with + # keys errors and value + card = card['dependent_variables'][SCENARIO_ATLAS_2JET_7TEV_R06[scenario]]['values'] + df_nan = HEP_table_to_df_ATLAS_2JET_7TEV_R06(heptable, scenario) + + for i, dat in enumerate(card): + cv = dat['value'] + + for j, err in enumerate(dat['errors']): + if ( + (scenario == 'nominal' and j == 67) + or (scenario == 'stronger' and j == 57) + or (scenario == 'weaker' and j == 69) + ): + # d_p, d_m = process_err_ATLAS_2JET_7TEV_R06(err,cv) + # df_nan.loc[df_nan.index == i+1,"lum_plus"] = d_p + # df_nan.loc[df_nan.index == i+1,"lum_minus"] = d_m + err["lum"] = "lum" + sigma = process_err_ATLAS_2JET_7TEV_R06(err, cv) + + df_nan.loc[df_nan.index == i + 1, "lum"] = sigma + + elif err['label'] == 'sys': + d_p, d_m = process_err_ATLAS_2JET_7TEV_R06(err, cv) + df_nan.loc[df_nan.index == i + 1, f"{err['label']}_plus_{j}"] = d_p + df_nan.loc[df_nan.index == i + 1, f"{err['label']}_minus_{j}"] = d_m + + return df_nan diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter.py index c5a61262d2..ff1a0a6d6f 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter.py @@ -1,19 +1,16 @@ -# Filter for ATLAS_2JET_7TEV_R06 """ -Created on Mar 2023 +Filter for ATLAS_2JET_7TEV_R06 -@author: Mark N. Costantini +Created on Mar 2023 """ -from filter_utils import decompose_covmat, fill_df, range_str_to_floats -import numpy as np +from nnpdf_data.filter_utils.legacy_jets_utils import range_str_to_floats, fill_df_ATLAS_2JET_7TEV_R06 +from nnpdf_data.filter_utils.utils import decompose_covmat + import pandas as pd from scipy.linalg import block_diag import yaml -from validphys.covmats import dataset_inputs_covmat_from_systematics -from validphys.loader import Loader - def filter_ATLAS_2JET_7TEV_R06_data_kinetic(): """ @@ -99,16 +96,14 @@ def filter_ATLAS_2JET_7TEV_R06_uncertainties(scenario='nominal'): hepdata_tables = f"rawdata/HEPData-ins1268975-v{version}-Table_{table}.yaml" # uncertainties dataframe - df = fill_df(hepdata_tables, scenario=scenario) + df = fill_df_ATLAS_2JET_7TEV_R06(hepdata_tables, scenario=scenario) dfs.append(df) # Construct Covariance matrix for Systematics Asys = pd.concat([df.drop(['lum'], axis=1) for df in dfs], axis=0).to_numpy() - Csys = np.einsum('ij,kj->ik', Asys, Asys) # Construct Special Sys (Lum) Cov matrix Alum = pd.concat([df[['lum']] for df in dfs], axis=0).to_numpy() - Clum = np.einsum('ij,kj->ik', Alum, Alum) # construct Block diagonal statistical Covariance matrix ndata = [21, 21, 19, 17, 8, 4] @@ -171,7 +166,6 @@ def filter_ATLAS_2JET_7TEV_R06_uncertainties(scenario='nominal'): with open(f"uncertainties_{scenario}.yaml", 'w') as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) - return covmat_no_lum + Clum + Csys if __name__ == "__main__": @@ -182,32 +176,3 @@ def filter_ATLAS_2JET_7TEV_R06_uncertainties(scenario='nominal'): filter_ATLAS_2JET_7TEV_R06_uncertainties(scenario='nominal') filter_ATLAS_2JET_7TEV_R06_uncertainties(scenario='stronger') filter_ATLAS_2JET_7TEV_R06_uncertainties(scenario='weaker') - - setname = "ATLAS_2JET_7TEV_R06" - l = Loader() - cd = l.check_commondata(setname=setname).load_commondata_instance() - dataset_input = l.check_dataset(setname, theoryid=200) - from validphys.commondataparser import parse_commondata - - dat_file = '/Users/markcostantini/codes/nnpdfgit/nnpdf/buildmaster/results/DATA_ATLAS_2JET_7TEV_R06.dat' - sys_file = '/Users/markcostantini/codes/nnpdfgit/nnpdf/buildmaster/results/systypes/SYSTYPE_ATLAS_2JET_7TEV_R06_DEFAULT.dat' - - cd = parse_commondata(dat_file, sys_file, setname) - - cmat = dataset_inputs_covmat_from_systematics( - dataset_inputs_loaded_cd_with_cuts=[cd], - data_input=[dataset_input], - use_weights_in_covmat=False, - norm_threshold=None, - _list_of_central_values=None, - _only_additive=False, - ) - - covmat = filter_ATLAS_2JET_7TEV_R06_uncertainties(scenario='nominal') - - ones = cmat / covmat - print(ones[0, :]) - print(f"min covmat/cov = {np.min(ones)}") - print(f"max covmat/cov = {np.max(ones)}") - print(f"mean covmat / cov = {np.mean(ones)}") - print(f"np.allclose: {np.allclose(covmat,cmat, rtol = 1e-5, atol =1e-5)}") diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_bugged.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_bugged.py deleted file mode 100644 index deab139713..0000000000 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_bugged.py +++ /dev/null @@ -1,51 +0,0 @@ -import yaml - -from validphys.loader import Loader - -SETNAME = "ATLAS_2JET_7TEV_R06" - - -def filter_ATLAS_2JET_7TEV_R06_uncertainties_bugged(): - """ - - read systematics from old CommonData format - - write to uncertainties_bugged.yaml the old bugged systematics - - This reproduces the same covariance matrix as the old CommonData. - """ - - l = Loader() - cd = l.check_commondata(setname=SETNAME).load_commondata_instance() - - additive_sys = cd.commondata_table.drop( - ['process', 'kin1', 'kin2', 'kin3', 'data', 'stat'], axis=1 - )['ADD'].to_numpy() - systype = cd.systype_table - - # error definition - error_definition = {} - for index, row in systype.iterrows(): - error_definition[f"sys_{index}"] = { - "description": f"sys_{index}", - "treatment": row['type'], - "type": row['name'], - } - - # store error in dict - error = [] - for n in range(additive_sys.shape[0]): - error_value = {} - for m in range(additive_sys.shape[1]): - error_value[f"sys_{m+1}"] = float(additive_sys[n, m]) - - # error_value["luminosity_uncertainty"] = float(atlas_lumi[n]) - error.append(error_value) - - uncertainties_yaml = {"definitions": error_definition, "bins": error} - - # save uncertainties to .yaml file - with open("uncertainties_bugged.yaml", 'w') as file: - yaml.dump(uncertainties_yaml, file, sort_keys=False) - - -if __name__ == "__main__": - filter_ATLAS_2JET_7TEV_R06_uncertainties_bugged() diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_utils.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_utils.py deleted file mode 100644 index c8ee6a1478..0000000000 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter_utils.py +++ /dev/null @@ -1,172 +0,0 @@ -import numpy as np -import pandas as pd -import yaml - -SCENARIO = {'nominal': 0, 'stronger': 1, 'weaker': 2} - - -def range_str_to_floats(str_range): - """ - converts a string range to a list, - e.g. "0.5 - 1.0" --> [0.5,1.0] - """ - # Split the range string into two parts - str_nums = str_range.split('-') - # Convert the parts to floats - min = float(str_nums[0]) - max = float(str_nums[1]) - mid = float(f"{0.5 * (min + max):.3f}") - # Return a dict - return {"min": min, "mid": mid, "max": max} - - -def decompose_covmat(covmat): - """Given a covmat it return an array sys with shape (ndat,ndat) - giving ndat correlated systematics for each of the ndat point. - The original covmat is obtained by doing sys@sys.T""" - - lamb, mat = np.linalg.eig(covmat) - sys = np.multiply(np.sqrt(lamb), mat) - return sys - - -def process_err(error, cv): - """ - Converts an error given in percentage - of the central data value in absolute value. - - Note: the d'Agostini prescription for the - symmetrization of the error does not hold here. - We follow here the experimental prescription - - Parameters - ---------- - - error : dictionary - e.g. {'label': 'sys', 'symerror': 0.1%} - - cv : float - central value - - Returns - ------- - tuple - tuple containing two floats - - """ - if "lum" in error: - # luminosity uncertainty is always symmetric - sigma = float(error['symerror'].strip('%')) / 100.0 * cv - return sigma - - elif error['label'] == 'sys': - if 'asymerror' in error: - d_p = float(error['asymerror']['plus'].strip('%')) / 100.0 * cv - d_m = float(error['asymerror']['minus'].strip('%')) / 100.0 * cv - - tmp1 = d_p - tmp2 = d_m - # case 1: d_p and d_m are both negative - if tmp1 < 0.0 and tmp2 < 0.0: - if tmp2 < tmp1: - d_p = 0.0 - d_m = tmp2 - else: - d_p = 0.0 - d_m = tmp1 - - # case 2: d_p and d_m are both positive - if tmp1 > 0.0 and tmp2 > 0.0: - if tmp1 > tmp2: - d_p = tmp1 - d_m = 0.0 - else: - d_p = tmp2 - d_m = 0.0 - return d_p / np.sqrt(2.0), d_m / np.sqrt(2.0) - - else: - sigma = float(error['symerror'].strip('%')) / 100.0 * cv - return sigma / np.sqrt(2.0), -sigma / np.sqrt(2.0) - - -def HEP_table_to_df(heptable, scenario='nominal'): - """ - Given hep data table return a pandas - DataFrame with index given by Ndata, - columns by the uncertainties and - np.nan entries - - Parameters - ---------- - heptable : str - path to hepdata table - - scenario : 0, 1, 2 - 0 = nominal, 1 = stronger, 2 = weaker - """ - - with open(heptable) as file: - card = yaml.safe_load(file) - - # list of len ndata. Each entry is dict with - # keys errors and value - card = card['dependent_variables'][SCENARIO[scenario]]['values'] - df = pd.DataFrame(index=range(1, len(card) + 1)) - - errors = card[0]['errors'] - for i, err in enumerate(errors): - # luminosity uncertainty, always symmetric - if ( - (scenario == 'nominal' and i == 67) - or (scenario == 'stronger' and i == 57) - or (scenario == 'weaker' and i == 69) - ): - df["lum"] = np.nan - - elif err['label'] == 'sys': - df[f"{err['label']}_plus_{i}"] = np.nan - df[f"{err['label']}_minus_{i}"] = np.nan - - return df - - -def fill_df(heptable, scenario='nominal'): - """ - Fill a data frame with index - corresponding to dijet mass bins - and columns to different uncertainties - Each df is for a fixed rapidity bin. - """ - - with open(heptable) as file: - card = yaml.safe_load(file) - - # list of len ndata. Each entry is dict with - # keys errors and value - card = card['dependent_variables'][SCENARIO[scenario]]['values'] - df_nan = HEP_table_to_df(heptable, scenario) - - for i, dat in enumerate(card): - cv = dat['value'] - - for j, err in enumerate(dat['errors']): - if ( - (scenario == 'nominal' and j == 67) - or (scenario == 'stronger' and j == 57) - or (scenario == 'weaker' and j == 69) - ): - # d_p, d_m = process_err(err,cv) - # df_nan.loc[df_nan.index == i+1,"lum_plus"] = d_p - # df_nan.loc[df_nan.index == i+1,"lum_minus"] = d_m - err["lum"] = "lum" - sigma = process_err(err, cv) - - df_nan.loc[df_nan.index == i + 1, "lum"] = sigma - - elif err['label'] == 'sys': - d_p, d_m = process_err(err, cv) - df_nan.loc[df_nan.index == i + 1, f"{err['label']}_plus_{j}"] = d_p - df_nan.loc[df_nan.index == i + 1, f"{err['label']}_minus_{j}"] = d_m - - return df_nan diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties.yaml index 2a93966f73..4b257e584f 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties.yaml @@ -900,27 +900,27 @@ definitions: treatment: MULT type: ATLASLUMI11 bins: -- art_sys_1: 8666.003969584071 - art_sys_2: 16.560395175435904 - art_sys_3: 10.04665923462056 - art_sys_4: 0.12656551920924486 - art_sys_5: 0.03248869152160565 - art_sys_6: -0.005128755118771153 - art_sys_7: 0.001538882777613067 - art_sys_8: 7.956144721434874e-05 - art_sys_9: 4.889240542760659e-05 - art_sys_10: -1.6857000290806893e-05 - art_sys_11: 3.4623806397831055e-06 - art_sys_12: -9.73326695550526e-07 - art_sys_13: -3.976035620790233e-07 - art_sys_14: -1.9832179073202648e-08 - art_sys_15: 5.042876412272401e-08 - art_sys_16: -3.055464319753114e-08 - art_sys_17: 8.299758199060853e-09 - art_sys_18: -2.3278312338978964e-09 - art_sys_19: 1.544485432184385e-09 - art_sys_20: 5.301477069263894e-10 - art_sys_21: -1.4029943620803375e-11 +- art_sys_1: -8666.003969584068 + art_sys_2: 16.56039517543592 + art_sys_3: 10.04665923462055 + art_sys_4: 0.12656551920924497 + art_sys_5: 0.032488691521605745 + art_sys_6: -0.005128755118771148 + art_sys_7: -0.0015388827776130663 + art_sys_8: -7.956144721434901e-05 + art_sys_9: 4.889240542760644e-05 + art_sys_10: -1.685700029080686e-05 + art_sys_11: -3.4623806397830653e-06 + art_sys_12: 9.733266955505115e-07 + art_sys_13: 3.976035620790148e-07 + art_sys_14: -1.9832179073203366e-08 + art_sys_15: 5.0428764122724306e-08 + art_sys_16: -3.055464319753062e-08 + art_sys_17: -8.299758199060603e-09 + art_sys_18: -2.327831233897908e-09 + art_sys_19: 1.5444854321844326e-09 + art_sys_20: -5.301477069263989e-10 + art_sys_21: -1.4029943620802958e-11 art_sys_22: 0.0 art_sys_23: 0.0 art_sys_24: 0.0 @@ -1125,27 +1125,27 @@ bins: sys_133: 3783.021279348029 sys_134: -3783.021279348029 luminosity_uncertainty: 19260.000000000004 -- art_sys_1: -47.70332201184838 - art_sys_2: 3142.6821423610936 - art_sys_3: 35.06429441347111 - art_sys_4: 6.620676318595963 - art_sys_5: 0.08283763462879604 - art_sys_6: -0.011444086791356974 - art_sys_7: 0.00791206858790109 - art_sys_8: -0.0005400102816004577 - art_sys_9: 0.0004016560838758144 - art_sys_10: 1.5071801079196186e-05 - art_sys_11: 2.161911116179439e-06 - art_sys_12: 4.460318891891303e-06 - art_sys_13: -8.146361492072e-08 - art_sys_14: -4.170829959080534e-07 - art_sys_15: 1.056945294964629e-08 - art_sys_16: -1.25633584062552e-08 - art_sys_17: -2.957659505894452e-08 - art_sys_18: 9.141567798740281e-09 - art_sys_19: 1.96642807757925e-09 - art_sys_20: 1.0130928859318237e-09 - art_sys_21: -4.6028637503356835e-11 +- art_sys_1: 47.703322011848684 + art_sys_2: 3142.682142361095 + art_sys_3: 35.064294413470414 + art_sys_4: 6.620676318595952 + art_sys_5: 0.08283763462879291 + art_sys_6: -0.011444086791356374 + art_sys_7: -0.007912068587900828 + art_sys_8: 0.0005400102816004569 + art_sys_9: 0.00040165608387580953 + art_sys_10: 1.507180107919895e-05 + art_sys_11: -2.1619111161785737e-06 + art_sys_12: -4.460318891891588e-06 + art_sys_13: 8.146361492059532e-08 + art_sys_14: -4.170829959080497e-07 + art_sys_15: 1.0569452949634252e-08 + art_sys_16: -1.2563358406243379e-08 + art_sys_17: 2.9576595058947925e-08 + art_sys_18: 9.14156779874114e-09 + art_sys_19: 1.9664280775786144e-09 + art_sys_20: -1.0130928859315146e-09 + art_sys_21: -4.602863750334739e-11 art_sys_22: 0.0 art_sys_23: 0.0 art_sys_24: 0.0 @@ -1350,27 +1350,27 @@ bins: sys_133: 1435.4267658086915 sys_134: -1435.4267658086915 luminosity_uncertainty: 7308.000000000001 -- art_sys_1: -70.01227391425957 - art_sys_2: -92.02579327239403 - art_sys_3: 1219.1382486845482 - art_sys_4: 18.06261305187782 - art_sys_5: 2.2805950504337558 - art_sys_6: -0.07901984450123647 - art_sys_7: 0.01067460725784098 - art_sys_8: -0.0024446400544494975 - art_sys_9: 0.0004479527917159459 - art_sys_10: -0.00010864676637465875 - art_sys_11: -9.086241661941032e-06 - art_sys_12: 3.116485752286338e-06 - art_sys_13: -5.359268744819439e-07 - art_sys_14: -2.295841624035291e-06 - art_sys_15: 1.0700647847216438e-06 - art_sys_16: -1.282272652203919e-07 - art_sys_17: -6.247320267495616e-08 - art_sys_18: -6.455610665182529e-09 - art_sys_19: 1.5901776719644546e-09 - art_sys_20: 1.055533872407717e-08 - art_sys_21: 3.6351327916865944e-11 +- art_sys_1: 70.0122739142578 + art_sys_2: -92.02579327239232 + art_sys_3: 1219.1382486845462 + art_sys_4: 18.06261305187785 + art_sys_5: 2.2805950504337624 + art_sys_6: -0.07901984450123632 + art_sys_7: -0.010674607257840868 + art_sys_8: 0.002444640054449472 + art_sys_9: 0.00044795279171594573 + art_sys_10: -0.00010864676637466023 + art_sys_11: 9.086241661940522e-06 + art_sys_12: -3.116485752286438e-06 + art_sys_13: 5.35926874481871e-07 + art_sys_14: -2.2958416240353025e-06 + art_sys_15: 1.0700647847216567e-06 + art_sys_16: -1.282272652203902e-07 + art_sys_17: 6.247320267495852e-08 + art_sys_18: -6.45561066518303e-09 + art_sys_19: 1.5901776719649605e-09 + art_sys_20: -1.055533872407702e-08 + art_sys_21: 3.6351327916861414e-11 art_sys_22: 0.0 art_sys_23: 0.0 art_sys_24: 0.0 @@ -1575,27 +1575,27 @@ bins: sys_133: 537.4011537017761 sys_134: -537.4011537017761 luminosity_uncertainty: 2736.0000000000005 -- art_sys_1: 0.9775452581623515 - art_sys_2: -39.62315960001981 - art_sys_3: -46.437527622188504 - art_sys_4: 482.9516738691102 - art_sys_5: 5.446668740810346 - art_sys_6: -0.7848225732567358 - art_sys_7: 0.06483037706201747 - art_sys_8: -0.0036164508067062515 - art_sys_9: -0.0007836012748231 - art_sys_10: -0.0006526547178904444 - art_sys_11: 5.204839955852223e-05 - art_sys_12: -9.48094386009272e-06 - art_sys_13: -8.85394144336342e-06 - art_sys_14: 1.7877982137369039e-06 - art_sys_15: -7.308512791238514e-07 - art_sys_16: -1.7472074935482674e-07 - art_sys_17: -2.623375535588819e-08 - art_sys_18: 3.6435232335138316e-08 - art_sys_19: 1.2947170042324185e-08 - art_sys_20: 9.460166411325132e-09 - art_sys_21: 6.30046325702269e-11 +- art_sys_1: -0.9775452581622907 + art_sys_2: -39.62315960001979 + art_sys_3: -46.43752762218862 + art_sys_4: 482.95167386911 + art_sys_5: 5.446668740810289 + art_sys_6: -0.784822573256741 + art_sys_7: -0.06483037706201332 + art_sys_8: 0.0036164508067065373 + art_sys_9: -0.0007836012748232138 + art_sys_10: -0.0006526547178904301 + art_sys_11: -5.204839955851658e-05 + art_sys_12: 9.480943860090477e-06 + art_sys_13: 8.853941443363049e-06 + art_sys_14: 1.787798213736809e-06 + art_sys_15: -7.308512791236961e-07 + art_sys_16: -1.747207493548159e-07 + art_sys_17: 2.623375535591868e-08 + art_sys_18: 3.643523233514099e-08 + art_sys_19: 1.2947170042322558e-08 + art_sys_20: -9.460166411324558e-09 + art_sys_21: 6.300463257022749e-11 art_sys_22: 0.0 art_sys_23: 0.0 art_sys_24: 0.0 @@ -1800,27 +1800,27 @@ bins: sys_133: 214.2533546995239 sys_134: -214.2533546995239 luminosity_uncertainty: 1090.8000000000002 -- art_sys_1: -0.6244459854302379 - art_sys_2: 0.8096905156419948 - art_sys_3: -12.61987420815225 - art_sys_4: -13.369117032719195 - art_sys_5: 200.64992311889512 - art_sys_6: -0.4888861776902781 - art_sys_7: 0.5725304752205755 - art_sys_8: -0.03856932322331493 - art_sys_9: -0.004095519978410374 - art_sys_10: 0.0005106681354077715 - art_sys_11: -0.0003588398340511391 - art_sys_12: -4.015123475411785e-05 - art_sys_13: -9.949519730511616e-06 - art_sys_14: -2.0434342919999025e-05 - art_sys_15: 2.505110922026767e-06 - art_sys_16: 6.540286717829812e-07 - art_sys_17: 1.1778745824211499e-07 - art_sys_18: 4.26063451490903e-08 - art_sys_19: 6.373711620769315e-08 - art_sys_20: -4.039662204366439e-09 - art_sys_21: -3.406119669093211e-10 +- art_sys_1: 0.6244459854302553 + art_sys_2: 0.8096905156419982 + art_sys_3: -12.619874208152268 + art_sys_4: -13.369117032719354 + art_sys_5: 200.64992311889534 + art_sys_6: -0.488886177690253 + art_sys_7: 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art_sys_78: 0.0 - art_sys_79: 0.0029337084614695875 - art_sys_80: -0.00019727088460756956 - art_sys_81: 0.00011663832016311248 - art_sys_82: -0.0024699939585237055 - art_sys_83: -0.0063925022985172365 - art_sys_84: -0.007053791386397639 - art_sys_85: -0.16611628317408578 - art_sys_86: 1.923735913746225e-05 + art_sys_79: 0.002933708461469585 + art_sys_80: -0.00019727088460756465 + art_sys_81: 0.0001166383201631019 + art_sys_82: -0.0024699939585233334 + art_sys_83: -0.006392502298515784 + art_sys_84: -0.007053791386395735 + art_sys_85: -0.16611628317408658 + art_sys_86: 1.9237359137465002e-05 art_sys_87: 0.0 art_sys_88: 0.0 art_sys_89: 0.0 @@ -20459,14 +20459,14 @@ bins: art_sys_76: 0.0 art_sys_77: 0.0 art_sys_78: 0.0 - art_sys_79: 4.0877458207089494e-05 + art_sys_79: 4.087745820708944e-05 art_sys_80: -0.00018165383038078122 - art_sys_81: -3.214698264608301e-05 - art_sys_82: -0.00010886223619087722 - art_sys_83: 4.412516549718894e-05 - art_sys_84: -0.0005998790607864773 - art_sys_85: 0.00024454074630285774 - art_sys_86: 0.013096978445807797 + art_sys_81: -3.214698264608296e-05 + art_sys_82: -0.00010886223619088532 + art_sys_83: 4.412516549716664e-05 + art_sys_84: -0.000599879060786503 + art_sys_85: 0.00024454074630292236 + art_sys_86: 0.013096978445807803 art_sys_87: 0.0 art_sys_88: 0.0 art_sys_89: 0.0 @@ -20697,8 +20697,8 @@ bins: art_sys_85: 0.0 art_sys_86: 0.0 art_sys_87: -19.57038567721363 - art_sys_88: 0.0011701592195131197 - art_sys_89: -0.0017538070105543979 + art_sys_88: 0.0011701592195131223 + art_sys_89: -0.001753807010554398 art_sys_90: 2.7177979762567834e-08 sys_1: 1.0019703089413379 sys_2: -0.9248956697920041 @@ -20925,10 +20925,10 @@ bins: art_sys_84: 0.0 art_sys_85: 0.0 art_sys_86: 0.0 - art_sys_87: 0.008421752607766144 + art_sys_87: 0.008421752607766148 art_sys_88: 2.4391551565710428 - art_sys_89: 0.021241380639169263 - art_sys_90: 2.1081042422117643e-06 + art_sys_89: 0.021241380639169465 + art_sys_90: 2.108104242211756e-06 sys_1: 0.08273149339882606 sys_2: -0.07583720228225722 sys_3: 0.1792515690307898 @@ -21155,9 +21155,9 @@ bins: art_sys_85: 0.0 art_sys_86: 0.0 art_sys_87: 0.03963112727106018 - art_sys_88: 0.05951170887493023 - art_sys_89: -0.8705674759933628 - art_sys_90: 7.457132655370515e-07 + art_sys_88: 0.059511708874931374 + art_sys_89: -0.8705674759933629 + art_sys_90: 7.457132655370493e-07 sys_1: 0.018823182515185895 sys_2: -0.015400785694243005 sys_3: 0.06331434118744347 @@ -21383,10 +21383,10 @@ bins: art_sys_84: 0.0 art_sys_85: 0.0 art_sys_86: 0.0 - art_sys_87: 3.0839796693960194e-05 - art_sys_88: -0.00033007740255094865 - art_sys_89: 3.846969213262426e-05 - art_sys_90: 0.015712689709214404 + art_sys_87: 3.083979669396021e-05 + art_sys_88: -0.000330077402550948 + art_sys_89: 3.846969213262424e-05 + art_sys_90: 0.015712689709214408 sys_1: 0.00014849242404917497 sys_2: -0.00020788939366884495 sys_3: 0.00100974848353439 From 39c776acb6671a490abc0fa76cbb0d948570e59b Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 27 Apr 2024 15:43:39 +0100 Subject: [PATCH 24/70] changed cut for CMS_1JET_8TEV from pT to p_T2 --- validphys2/src/validphys/cuts/filters.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/validphys2/src/validphys/cuts/filters.yaml b/validphys2/src/validphys/cuts/filters.yaml index 25498342a9..629be055d8 100644 --- a/validphys2/src/validphys/cuts/filters.yaml +++ b/validphys2/src/validphys/cuts/filters.yaml @@ -129,7 +129,7 @@ We keep only the bins with pTjet>74 GeV because fixed-order theory does not provide a good description of the data for smalle values of the jet transverse momentum. - rule: "pT >= 74" + rule: "p_T2 >= 5476" - dataset: LHCB_DY_8TEV_MUON_Y reason: | From b10bd4718d33e41aea725a3f80c0ee79479533ec Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 14:28:54 +0100 Subject: [PATCH 25/70] no p_T2 no more --- doc/sphinx/source/vp/filters.rst | 2 +- .../filter_utils/legacy_jets_utils.py | 2 +- .../CMS_1JET_8TEV/kinematics.yaml | 478 +++++++++--------- .../CMS_1JET_8TEV/metadata.yaml | 6 +- validphys2/src/validphys/cuts/filters.yaml | 10 +- .../cuts/lockfiles/31_filters.lock.yaml | 14 +- validphys2/src/validphys/filters.py | 4 +- validphys2/src/validphys/process_options.py | 4 +- 8 files changed, 260 insertions(+), 260 deletions(-) diff --git a/doc/sphinx/source/vp/filters.rst b/doc/sphinx/source/vp/filters.rst index 2df252296d..66b8a73ad8 100644 --- a/doc/sphinx/source/vp/filters.rst +++ b/doc/sphinx/source/vp/filters.rst @@ -317,7 +317,7 @@ Consider the following filter from the ``filters.yaml`` file: - dataset: ATLASZPT7TEV reason: Avoid the region where resummation effects become important. - rule: "p_T2 >= 30**2" + rule: "pT2 >= 30**2" this rule applies only to the ``ATLASZPT7TEV`` dataset and keeps all datapoints with a transverse momentum greater than or equal to 30 MeV. diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index 129ea70246..6ac0cf9b2a 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -611,7 +611,7 @@ def get_kinematics_CMS_1JET_8TEV(tables, version): kin_value = { 'y': {'min': rap['min'], 'mid': rap['mid'], 'max': rap['max']}, - 'p_T2': {'min': KT['min'] ** 2, 'mid': KT['mid'] ** 2, 'max': KT['max'] ** 2}, + 'pT2': {'min': KT['min'] ** 2, 'mid': KT['mid'] ** 2, 'max': KT['max'] ** 2}, 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, } diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml index ca9e9203d6..242e3c9ff6 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml @@ -3,7 +3,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 441.0 mid: 506.25 max: 576.0 @@ -15,7 +15,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 576.0 mid: 676.0 max: 784.0 @@ -27,7 +27,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 784.0 mid: 900.0 max: 1024.0 @@ -39,7 +39,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 1024.0 mid: 1190.25 max: 1369.0 @@ -51,7 +51,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 1369.0 mid: 1600.0 max: 1849.0 @@ -63,7 +63,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 1849.0 mid: 2116.0 max: 2401.0 @@ -75,7 +75,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 2401.0 mid: 2756.25 max: 3136.0 @@ -87,7 +87,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 3136.0 mid: 3600.0 max: 4096.0 @@ -99,7 +99,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 4096.0 mid: 4761.0 max: 5476.0 @@ -111,7 +111,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 5476.0 mid: 6241.0 max: 7056.0 @@ -123,7 +123,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 7056.0 mid: 8190.25 max: 9409.0 @@ -135,7 +135,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 9409.0 mid: 11130.25 max: 12996.0 @@ -147,7 +147,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 12996.0 mid: 15252.25 max: 17689.0 @@ -159,7 +159,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 17689.0 mid: 20449.0 max: 23409.0 @@ -171,7 +171,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 23409.0 mid: 26732.25 max: 30276.0 @@ -183,7 +183,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 30276.0 mid: 34225.0 max: 38416.0 @@ -195,7 +195,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 38416.0 mid: 43264.0 max: 48400.0 @@ -207,7 +207,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 48400.0 mid: 54056.25 max: 60025.0 @@ -219,7 +219,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 60025.0 mid: 66822.25 max: 73984.0 @@ -231,7 +231,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 73984.0 mid: 81796.0 max: 90000.0 @@ -243,7 +243,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 90000.0 mid: 99225.0 max: 108900.0 @@ -255,7 +255,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 108900.0 mid: 119716.0 max: 131044.0 @@ -267,7 +267,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 131044.0 mid: 143262.25 max: 156025.0 @@ -279,7 +279,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 156025.0 mid: 170156.25 max: 184900.0 @@ -291,7 +291,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 184900.0 mid: 201601.0 max: 219024.0 @@ -303,7 +303,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 219024.0 mid: 237656.25 max: 257049.0 @@ -315,7 +315,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 257049.0 mid: 278256.25 max: 300304.0 @@ -327,7 +327,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 300304.0 mid: 324900.0 max: 350464.0 @@ -339,7 +339,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 350464.0 mid: 378225.0 max: 407044.0 @@ -351,7 +351,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 407044.0 mid: 438244.0 max: 470596.0 @@ -363,7 +363,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 470596.0 mid: 506232.25 max: 543169.0 @@ -375,7 +375,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 543169.0 mid: 582932.25 max: 624100.0 @@ -387,7 +387,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 624100.0 mid: 669124.0 max: 715716.0 @@ -399,7 +399,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 715716.0 mid: 766500.25 max: 819025.0 @@ -411,7 +411,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 819025.0 mid: 876096.0 max: 935089.0 @@ -423,7 +423,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 935089.0 mid: 999000.25 max: 1065024.0 @@ -435,7 +435,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 1065024.0 mid: 1137422.25 max: 1212201.0 @@ -447,7 +447,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 1212201.0 mid: 1291632.25 max: 1373584.0 @@ -459,7 +459,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 1373584.0 mid: 1464100.0 max: 1557504.0 @@ -471,7 +471,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 1557504.0 mid: 1657656.25 max: 1760929.0 @@ -483,7 +483,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 1760929.0 mid: 1872792.25 max: 1988100.0 @@ -495,7 +495,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 1988100.0 mid: 2112662.25 max: 2241009.0 @@ -507,7 +507,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 2241009.0 mid: 2379306.25 max: 2521744.0 @@ -519,7 +519,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 2521744.0 mid: 2842596.0 max: 3182656.0 @@ -531,7 +531,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 3182656.0 mid: 3802500.0 max: 4477456.0 @@ -543,7 +543,7 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - p_T2: + pT2: min: 4477456.0 mid: 5326864.0 max: 6250000.0 @@ -555,7 +555,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 441.0 mid: 506.25 max: 576.0 @@ -567,7 +567,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 576.0 mid: 676.0 max: 784.0 @@ -579,7 +579,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 784.0 mid: 900.0 max: 1024.0 @@ -591,7 +591,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 1024.0 mid: 1190.25 max: 1369.0 @@ -603,7 +603,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 1369.0 mid: 1600.0 max: 1849.0 @@ -615,7 +615,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 1849.0 mid: 2116.0 max: 2401.0 @@ -627,7 +627,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 2401.0 mid: 2756.25 max: 3136.0 @@ -639,7 +639,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 3136.0 mid: 3600.0 max: 4096.0 @@ -651,7 +651,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 4096.0 mid: 4761.0 max: 5476.0 @@ -663,7 +663,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 5476.0 mid: 6241.0 max: 7056.0 @@ -675,7 +675,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 7056.0 mid: 8190.25 max: 9409.0 @@ -687,7 +687,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 9409.0 mid: 11130.25 max: 12996.0 @@ -699,7 +699,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 12996.0 mid: 15252.25 max: 17689.0 @@ -711,7 +711,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 17689.0 mid: 20449.0 max: 23409.0 @@ -723,7 +723,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 23409.0 mid: 26732.25 max: 30276.0 @@ -735,7 +735,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 30276.0 mid: 34225.0 max: 38416.0 @@ -747,7 +747,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 38416.0 mid: 43264.0 max: 48400.0 @@ -759,7 +759,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 48400.0 mid: 54056.25 max: 60025.0 @@ -771,7 +771,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 60025.0 mid: 66822.25 max: 73984.0 @@ -783,7 +783,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 73984.0 mid: 81796.0 max: 90000.0 @@ -795,7 +795,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 90000.0 mid: 99225.0 max: 108900.0 @@ -807,7 +807,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 108900.0 mid: 119716.0 max: 131044.0 @@ -819,7 +819,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 131044.0 mid: 143262.25 max: 156025.0 @@ -831,7 +831,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 156025.0 mid: 170156.25 max: 184900.0 @@ -843,7 +843,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 184900.0 mid: 201601.0 max: 219024.0 @@ -855,7 +855,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 219024.0 mid: 237656.25 max: 257049.0 @@ -867,7 +867,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 257049.0 mid: 278256.25 max: 300304.0 @@ -879,7 +879,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 300304.0 mid: 324900.0 max: 350464.0 @@ -891,7 +891,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 350464.0 mid: 378225.0 max: 407044.0 @@ -903,7 +903,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 407044.0 mid: 438244.0 max: 470596.0 @@ -915,7 +915,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 470596.0 mid: 506232.25 max: 543169.0 @@ -927,7 +927,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 543169.0 mid: 582932.25 max: 624100.0 @@ -939,7 +939,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 624100.0 mid: 669124.0 max: 715716.0 @@ -951,7 +951,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 715716.0 mid: 766500.25 max: 819025.0 @@ -963,7 +963,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 819025.0 mid: 876096.0 max: 935089.0 @@ -975,7 +975,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 935089.0 mid: 999000.25 max: 1065024.0 @@ -987,7 +987,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 1065024.0 mid: 1137422.25 max: 1212201.0 @@ -999,7 +999,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 1212201.0 mid: 1291632.25 max: 1373584.0 @@ -1011,7 +1011,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 1373584.0 mid: 1464100.0 max: 1557504.0 @@ -1023,7 +1023,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 1557504.0 mid: 1657656.25 max: 1760929.0 @@ -1035,7 +1035,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 1760929.0 mid: 1872792.25 max: 1988100.0 @@ -1047,7 +1047,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 1988100.0 mid: 2112662.25 max: 2241009.0 @@ -1059,7 +1059,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 2241009.0 mid: 2379306.25 max: 2521744.0 @@ -1071,7 +1071,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 2521744.0 mid: 2842596.0 max: 3182656.0 @@ -1083,7 +1083,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 3182656.0 mid: 3802500.0 max: 4477456.0 @@ -1095,7 +1095,7 @@ bins: min: 0.5 mid: 0.75 max: 1.0 - p_T2: + pT2: min: 4477456.0 mid: 5326864.0 max: 6250000.0 @@ -1107,7 +1107,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - p_T2: + pT2: min: 441.0 mid: 506.25 max: 576.0 @@ -1119,7 +1119,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - p_T2: + pT2: min: 576.0 mid: 676.0 max: 784.0 @@ -1131,7 +1131,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - p_T2: + pT2: min: 784.0 mid: 900.0 max: 1024.0 @@ -1143,7 +1143,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - p_T2: + pT2: min: 1024.0 mid: 1190.25 max: 1369.0 @@ -1155,7 +1155,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - p_T2: + pT2: min: 1369.0 mid: 1600.0 max: 1849.0 @@ -1167,7 +1167,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - p_T2: + pT2: min: 1849.0 mid: 2116.0 max: 2401.0 @@ -1179,7 +1179,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - p_T2: + pT2: min: 2401.0 mid: 2756.25 max: 3136.0 @@ -1191,7 +1191,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - p_T2: + pT2: min: 3136.0 mid: 3600.0 max: 4096.0 @@ -1203,7 +1203,7 @@ bins: min: 1.0 mid: 1.25 max: 1.5 - p_T2: + pT2: min: 4096.0 mid: 4761.0 max: 5476.0 @@ 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min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 17689.0 mid: 20449.0 max: 23409.0 @@ -2307,7 +2307,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 23409.0 mid: 26732.25 max: 30276.0 @@ -2319,7 +2319,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 30276.0 mid: 34225.0 max: 38416.0 @@ -2331,7 +2331,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 38416.0 mid: 43264.0 max: 48400.0 @@ -2343,7 +2343,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 48400.0 mid: 54056.25 max: 60025.0 @@ -2355,7 +2355,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 60025.0 mid: 66822.25 max: 73984.0 @@ -2367,7 +2367,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 73984.0 mid: 81796.0 max: 90000.0 @@ -2379,7 +2379,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 90000.0 mid: 99225.0 max: 108900.0 @@ -2391,7 +2391,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 108900.0 mid: 119716.0 max: 131044.0 @@ -2403,7 +2403,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 131044.0 mid: 143262.25 max: 156025.0 @@ -2415,7 +2415,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 156025.0 mid: 170156.25 max: 184900.0 @@ -2427,7 +2427,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 184900.0 mid: 201601.0 max: 219024.0 @@ -2439,7 +2439,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 219024.0 mid: 237656.25 max: 257049.0 @@ -2451,7 +2451,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 257049.0 mid: 278256.25 max: 300304.0 @@ -2463,7 +2463,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 300304.0 mid: 324900.0 max: 350464.0 @@ -2475,7 +2475,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 350464.0 mid: 378225.0 max: 407044.0 @@ -2487,7 +2487,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 407044.0 mid: 438244.0 max: 470596.0 @@ -2499,7 +2499,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 470596.0 mid: 506232.25 max: 543169.0 @@ -2511,7 +2511,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 543169.0 mid: 582932.25 max: 624100.0 @@ -2523,7 +2523,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 624100.0 mid: 669124.0 max: 715716.0 @@ -2535,7 +2535,7 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - p_T2: + pT2: min: 715716.0 mid: 766500.25 max: 819025.0 @@ -2547,7 +2547,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 441.0 mid: 506.25 max: 576.0 @@ -2559,7 +2559,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 576.0 mid: 676.0 max: 784.0 @@ -2571,7 +2571,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 784.0 mid: 900.0 max: 1024.0 @@ -2583,7 +2583,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 1024.0 mid: 1190.25 max: 1369.0 @@ -2595,7 +2595,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 1369.0 mid: 1600.0 max: 1849.0 @@ -2607,7 +2607,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 1849.0 mid: 2116.0 max: 2401.0 @@ -2619,7 +2619,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 2401.0 mid: 2756.25 max: 3136.0 @@ -2631,7 +2631,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 3136.0 mid: 3600.0 max: 4096.0 @@ -2643,7 +2643,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 4096.0 mid: 4761.0 max: 5476.0 @@ -2655,7 +2655,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 5476.0 mid: 6241.0 max: 7056.0 @@ -2667,7 +2667,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 7056.0 mid: 8190.25 max: 9409.0 @@ -2679,7 +2679,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 9409.0 mid: 11130.25 max: 12996.0 @@ -2691,7 +2691,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 12996.0 mid: 15252.25 max: 17689.0 @@ -2703,7 +2703,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 17689.0 mid: 20449.0 max: 23409.0 @@ -2715,7 +2715,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 23409.0 mid: 26732.25 max: 30276.0 @@ -2727,7 +2727,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 30276.0 mid: 34225.0 max: 38416.0 @@ -2739,7 +2739,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 38416.0 mid: 43264.0 max: 48400.0 @@ -2751,7 +2751,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 48400.0 mid: 54056.25 max: 60025.0 @@ -2763,7 +2763,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 60025.0 mid: 66822.25 max: 73984.0 @@ -2775,7 +2775,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 73984.0 mid: 81796.0 max: 90000.0 @@ -2787,7 +2787,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 90000.0 mid: 99225.0 max: 108900.0 @@ -2799,7 +2799,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 108900.0 mid: 119716.0 max: 131044.0 @@ -2811,7 +2811,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 131044.0 mid: 143262.25 max: 156025.0 @@ -2823,7 +2823,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 156025.0 mid: 170156.25 max: 184900.0 @@ -2835,7 +2835,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 184900.0 mid: 201601.0 max: 219024.0 @@ -2847,7 +2847,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 219024.0 mid: 237656.25 max: 257049.0 @@ -2859,7 +2859,7 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - p_T2: + pT2: min: 257049.0 mid: 278256.25 max: 300304.0 diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml index 6b35647064..5aa180a540 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml @@ -42,7 +42,7 @@ implemented_observables: description: jet rapidity label: $|y|$ units: '' - p_T2: + pT2: description: jet transverse momentum label: $k_{T}$ units: GeV @@ -73,8 +73,8 @@ implemented_observables: kinematics_override: identity plot_x: y figure_by: - - p_T2 + - pT2 kinematic_coverage: - y - - p_T2 + - pT2 - sqrts diff --git a/validphys2/src/validphys/cuts/filters.yaml b/validphys2/src/validphys/cuts/filters.yaml index 629be055d8..4ce9ca3772 100644 --- a/validphys2/src/validphys/cuts/filters.yaml +++ b/validphys2/src/validphys/cuts/filters.yaml @@ -129,7 +129,7 @@ We keep only the bins with pTjet>74 GeV because fixed-order theory does not provide a good description of the data for smalle values of the jet transverse momentum. - rule: "p_T2 >= 5476" + rule: "pT2 >= 5476" - dataset: LHCB_DY_8TEV_MUON_Y reason: | @@ -230,11 +230,11 @@ - dataset: ATLAS_Z0J_8TEV_PT-Y reason: Avoid the region where resummation effects become important. - rule: "p_T2 >= 30**2" + rule: "pT2 >= 30**2" - dataset: ATLAS_Z0J_8TEV_PT-Y reason: Avoid the region where EWK corrections are important. - rule: "p_T2 <= 150**2" + rule: "pT2 <= 150**2" - dataset: ATLAS_Z0J_13TEV_PT_LL reason: Avoid the region where resummation effects become important. @@ -246,11 +246,11 @@ - dataset: CMS_Z0J_8TEV_PT-Y reason: Avoid the region where resummation effects become important. - rule: "p_T2 >= 30**2" + rule: "pT2 >= 30**2" - dataset: CMS_Z0J_8TEV_PT-Y reason: Avoid the region where EWK corrections are important. - rule: "p_T2 <= 170**2" + rule: "pT2 <= 170**2" - dataset: CMS_Z0J_8TEV_PT-Y reason: | diff --git a/validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml b/validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml index ab076dad87..a80404cf95 100644 --- a/validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml +++ b/validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml @@ -43,7 +43,7 @@ We keep only the bins with pTjet>74 GeV because fixed-order theory does not provide a good description of the data for smalle values of the jet transverse momentum. - rule: "p_T2 >= 5476" + rule: "pT2 >= 5476" - dataset: LHCBWZMU8TEV reason: | @@ -96,11 +96,11 @@ - dataset: ATLASZPT7TEV reason: Avoid the region where resummation effects become important. - rule: "p_T2 >= 30**2" + rule: "pT2 >= 30**2" - dataset: ATLASZPT7TEV reason: Avoid the region where EWK corrections are important. - rule: "p_T2 <= 500**2" + rule: "pT2 <= 500**2" - dataset: ATLASZPT8TEVMDIST reason: Avoid the region where resummation effects become important. @@ -108,19 +108,19 @@ - dataset: ATLASZPT8TEVYDIST reason: Avoid the region where resummation effects become important. - rule: "p_T2 >= 30**2" + rule: "pT2 >= 30**2" - dataset: ATLASZPT8TEVYDIST reason: Avoid the region where EWK corrections are important. - rule: "p_T2 <= 150**2" + rule: "pT2 <= 150**2" - dataset: CMSZDIFF12 reason: Avoid the region where resummation effects become important. - rule: "p_T2 >= 30**2" + rule: "pT2 >= 30**2" - dataset: CMSZDIFF12 reason: Avoid the region where EWK corrections are important. - rule: "p_T2 <= 170**2" + rule: "pT2 <= 170**2" - dataset: CMSZDIFF12 reason: | diff --git a/validphys2/src/validphys/filters.py b/validphys2/src/validphys/filters.py index 105b600737..ecdaef237a 100644 --- a/validphys2/src/validphys/filters.py +++ b/validphys2/src/validphys/filters.py @@ -30,11 +30,11 @@ "EWK_RAP": ("etay", "M2", "sqrts"), "EWK_RAP_ASY": ("etay", "M2", "sqrts"), "EWK_PT": ("p_T", "M2", "sqrts"), - "EWK_PTRAP": ("etay", "p_T2", "sqrts"), + "EWK_PTRAP": ("etay", "pT2", "sqrts"), "EWK_MLL": ("M_ll", "M_ll2", "sqrts"), "EWJ_RAP": ("etay", "M2", "sqrts"), "EWJ_PT": ("p_T", "M2", "sqrt(s)"), - "EWJ_PTRAP": ("etay", "p_T2", "sqrts"), + "EWJ_PTRAP": ("etay", "pT2", "sqrts"), "EWJ_JRAP": ("etay", "M2", "sqrts"), "EWJ_JPT": ("p_T", "M2", "sqrts"), "EWJ_MLL": ("M_ll", "M_ll2", "sqrts"), diff --git a/validphys2/src/validphys/process_options.py b/validphys2/src/validphys/process_options.py index c1440a96bf..4b13440dfe 100644 --- a/validphys2/src/validphys/process_options.py +++ b/validphys2/src/validphys/process_options.py @@ -22,7 +22,7 @@ class _Vars: ystar = "ystar" ydiff = "ydiff" m_jj = "m_jj" - p_T2 = "p_T2" # This one is wrong, should be pT2 + pT2 = "pT2" y_t = "y_t" y_ttBar = "y_ttBar" m_t2 = "m_t2" @@ -244,7 +244,7 @@ def _dybosonpt_xq2map(kin_dict): JET = _Process( "JET", "Single Jet production", - accepted_variables=(_Vars.y, _Vars.pT, _Vars.sqrts, _Vars.p_T2), + accepted_variables=(_Vars.y, _Vars.pT, _Vars.sqrts, _Vars.pT2), xq2map_function=_jets_xq2map, ) From 01b9b28bc5433afc52e501e0cd50e11a5bfd0af1 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 18 May 2024 17:52:55 +0100 Subject: [PATCH 26/70] fill df with columns of np.nan --- nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index 6ac0cf9b2a..bad1cb632c 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -1088,6 +1088,7 @@ def HEP_table_to_df_ATLAS_2JET_7TEV_R06(heptable, scenario='nominal'): card = card['dependent_variables'][SCENARIO_ATLAS_2JET_7TEV_R06[scenario]]['values'] df = pd.DataFrame(index=range(1, len(card) + 1)) + columns = {} errors = card[0]['errors'] for i, err in enumerate(errors): # luminosity uncertainty, always symmetric @@ -1096,12 +1097,13 @@ def HEP_table_to_df_ATLAS_2JET_7TEV_R06(heptable, scenario='nominal'): or (scenario == 'stronger' and i == 57) or (scenario == 'weaker' and i == 69) ): - df["lum"] = np.nan + columns["lum"] = np.nan elif err['label'] == 'sys': - df[f"{err['label']}_plus_{i}"] = np.nan - df[f"{err['label']}_minus_{i}"] = np.nan + columns[f"{err['label']}_plus_{i}"] = np.nan + columns[f"{err['label']}_minus_{i}"] = np.nan + df = pd.concat([df, pd.DataFrame(columns, index=df.index)], axis=1) return df From a05b336ff58ea2954e84d9838b8f55191933a70e Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini <85164495+comane@users.noreply.github.com> Date: Sat, 18 May 2024 17:40:31 +0100 Subject: [PATCH 27/70] Update validphys2/src/validphys/cuts/filters.yaml Co-authored-by: Roy Stegeman --- validphys2/src/validphys/cuts/filters.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/validphys2/src/validphys/cuts/filters.yaml b/validphys2/src/validphys/cuts/filters.yaml index 4ce9ca3772..f0888749f3 100644 --- a/validphys2/src/validphys/cuts/filters.yaml +++ b/validphys2/src/validphys/cuts/filters.yaml @@ -129,7 +129,7 @@ We keep only the bins with pTjet>74 GeV because fixed-order theory does not provide a good description of the data for smalle values of the jet transverse momentum. - rule: "pT2 >= 5476" + rule: "pT2 >= 74**2" - dataset: LHCB_DY_8TEV_MUON_Y reason: | From aaae251b98392043bf2bd48254ef9e4e38a3fab5 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini <85164495+comane@users.noreply.github.com> Date: Sat, 18 May 2024 17:40:43 +0100 Subject: [PATCH 28/70] Update validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml Co-authored-by: Roy Stegeman --- validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml b/validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml index a80404cf95..c5945c7ffa 100644 --- a/validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml +++ b/validphys2/src/validphys/cuts/lockfiles/31_filters.lock.yaml @@ -43,7 +43,7 @@ We keep only the bins with pTjet>74 GeV because fixed-order theory does not provide a good description of the data for smalle values of the jet transverse momentum. - rule: "pT2 >= 5476" + rule: "pT2 >= 74**2" - dataset: LHCBWZMU8TEV reason: | From 9a44d65f846ce29ed538ce31b93a09b63dfb69d4 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Mon, 27 May 2024 18:09:46 +0100 Subject: [PATCH 29/70] changed docstring --- nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index bad1cb632c..b25bc934a3 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -1,5 +1,5 @@ """ -Utils specifically needed to ease the implementation of the legacy jet datasets, +Utils specifically needed to ease the implementation of the 7 and 8 TeV jet datasets, these are: CMS_2JET_7TEV, CMS_1JET_8TEV, ATLAS_1JET_8TEV_R06, ATLAS_2JET_7TEV_R06 """ From 04cfd57bf4de62603bf7e77f60082593e3e57d03 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 14:38:44 +0100 Subject: [PATCH 30/70] added init file and float prettifier to filter utils --- .../nnpdf_data/filter_utils/__init__.py | 0 nnpdf_data/nnpdf_data/filter_utils/utils.py | 25 +++++++++++++++++++ 2 files changed, 25 insertions(+) create mode 100644 nnpdf_data/nnpdf_data/filter_utils/__init__.py diff --git a/nnpdf_data/nnpdf_data/filter_utils/__init__.py b/nnpdf_data/nnpdf_data/filter_utils/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/nnpdf_data/nnpdf_data/filter_utils/utils.py b/nnpdf_data/nnpdf_data/filter_utils/utils.py index 099e8cef55..d59c197f86 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/utils.py @@ -3,6 +3,7 @@ """ import numpy as np +import yaml def correlation_to_covariance(correlation, uncertainties): @@ -34,3 +35,27 @@ def decompose_covmat(covmat): lamb, mat = np.linalg.eig(covmat) sys = np.multiply(np.sqrt(lamb), mat) return sys + + +def prettify_float(dumper, value): + """ + Override the default yaml representer: + https://github.com/yaml/pyyaml/blob/48838a3c768e3d1bcab44197d800145cfd0719d6/lib/yaml/representer.py#L189 + + This function is used to prettify the float representation in the yaml file. + If the float has more than 8 digits, it will be represented in scientific notation with 8 digits. + + Note: + ----- + When importing yaml in a module, + + yaml.add_representer(float, prettify_float) + + must be called to use this function. + """ + + ret = dumper.represent_float(value) + if len(ret.value) > 8: + ret_str = f"{value:.8e}" + ret = dumper.represent_scalar('tag:yaml.org,2002:float', ret_str) + return ret From 5bcaefc88be0b30719d209eba813b10476eb95e5 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 14:40:27 +0100 Subject: [PATCH 31/70] float accuracy of ATLAS_1JET_8TEV --- .../ATLAS_1JET_8TEV_R06/data.yaml | 34 +- .../ATLAS_1JET_8TEV_R06/filter.py | 3 + .../ATLAS_1JET_8TEV_R06/uncertainties.yaml | 108420 +++++++------- .../uncertainties_decorrelated.yaml | 110394 +++++++-------- 4 files changed, 109427 insertions(+), 109424 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/data.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/data.yaml index 13a621e555..427b8df26f 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/data.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/data.yaml @@ -29,9 +29,9 @@ data_central: - 0.009639 - 0.005995 - 0.003448 -- 0.0014775 -- 0.0003872 -- 5.009e-05 +- 1.47750000e-03 +- 3.87200000e-04 +- 5.00900000e-05 - 1.42e-06 - 35232.5 - 14221.5 @@ -62,9 +62,9 @@ data_central: - 0.011346 - 0.006725 - 0.003879 -- 0.0020569 -- 0.0008497 -- 0.0001838 +- 2.05690000e-03 +- 8.49700000e-04 +- 1.83800000e-04 - 6.58e-06 - 30557.3 - 12452.7 @@ -93,10 +93,10 @@ data_central: - 0.013329 - 0.007287 - 0.003872 -- 0.0019997 -- 0.0010205 -- 0.0004429 -- 0.0001189 +- 1.99970000e-03 +- 1.02050000e-03 +- 4.42900000e-04 +- 1.18900000e-04 - 5.37e-06 - 24622.2 - 9795.9 @@ -120,11 +120,11 @@ data_central: - 0.07125 - 0.03547 - 0.017315 -- 0.0082752 +- 8.27520000e-03 - 0.003744 -- 0.0016581 -- 0.0006909 -- 0.0002583 +- 1.65810000e-03 +- 6.90900000e-04 +- 2.58300000e-04 - 0.00011 - 3.58e-05 - 3.04e-06 @@ -149,9 +149,9 @@ data_central: - 0.012586 - 0.004426 - 0.001531 -- 0.0004622 -- 0.0001046 -- 1.348e-05 +- 4.62200000e-04 +- 1.04600000e-04 +- 1.34800000e-05 - 13644.5 - 5071.1 - 2024.3 diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py index 1b919095bd..272baccfe4 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/filter.py @@ -1,6 +1,9 @@ import numpy as np import pandas as pd import yaml +from nnpdf_data.filter_utils.utils import prettify_float + +yaml.add_representer(float, prettify_float) from nnpdf_data.filter_utils.legacy_jets_utils import ( fill_df_ATLAS_1JET_8TEV_R06, diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/uncertainties.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/uncertainties.yaml index 0d694d9572..37833cd98e 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/uncertainties.yaml @@ -2640,38 +2640,38 @@ definitions: treatment: MULT type: UNCORR bins: -- syst_JAR_plus: 10.11162697096763 - syst_JAR_minus: -10.11162697096763 - syst_JER_DataMC_Difference_plus: 2.329916844009674 - syst_JER_DataMC_Difference_minus: -2.329916844009674 - syst_JER_NP0_plus: 202.3244633009068 - syst_JER_NP0_minus: -202.3244633009068 - syst_JER_NP1_plus: 41.51353201668102 - syst_JER_NP1_minus: -41.51353201668102 - syst_JER_NP2_plus: 158.1727158836188 - syst_JER_NP2_minus: -158.1727158836188 - syst_JER_NP3_plus: 248.61874426519012 - syst_JER_NP3_minus: -248.61874426519012 - syst_JER_NP4_plus: 143.70531114054202 - syst_JER_NP4_minus: -143.70531114054202 - syst_JER_NP5_plus: 27.51564617631212 - syst_JER_NP5_minus: -27.51564617631212 - syst_JER_NP6_plus: 25.554839072081826 - syst_JER_NP6_minus: -25.554839072081826 - syst_JER_NP7_plus: 9.024803848283906 - syst_JER_NP7_minus: -9.024803848283906 - syst_JER_NP8_plus: 11.34199277023222 - syst_JER_NP8_minus: -11.34199277023222 - syst_JER_NoiseInSitu_plus: 329.81581594884136 - syst_JER_NoiseInSitu_minus: -329.81581594884136 +- syst_JAR_plus: 1.01116270e+01 + syst_JAR_minus: -1.01116270e+01 + syst_JER_DataMC_Difference_plus: 2.32991684e+00 + syst_JER_DataMC_Difference_minus: -2.32991684e+00 + syst_JER_NP0_plus: 2.02324463e+02 + syst_JER_NP0_minus: -2.02324463e+02 + syst_JER_NP1_plus: 4.15135320e+01 + syst_JER_NP1_minus: -4.15135320e+01 + syst_JER_NP2_plus: 1.58172716e+02 + syst_JER_NP2_minus: -1.58172716e+02 + syst_JER_NP3_plus: 2.48618744e+02 + syst_JER_NP3_minus: -2.48618744e+02 + syst_JER_NP4_plus: 1.43705311e+02 + syst_JER_NP4_minus: -1.43705311e+02 + syst_JER_NP5_plus: 2.75156462e+01 + syst_JER_NP5_minus: -2.75156462e+01 + syst_JER_NP6_plus: 2.55548391e+01 + syst_JER_NP6_minus: -2.55548391e+01 + syst_JER_NP7_plus: 9.02480385e+00 + syst_JER_NP7_minus: -9.02480385e+00 + syst_JER_NP8_plus: 1.13419928e+01 + syst_JER_NP8_minus: -1.13419928e+01 + syst_JER_NoiseInSitu_plus: 3.29815816e+02 + syst_JER_NoiseInSitu_minus: -3.29815816e+02 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 48.77198312556093 - syst_JES_EtaIntercalibration_Stat10_minus: -56.17609823136526 + syst_JES_EtaIntercalibration_Stat10_plus: 4.87719831e+01 + syst_JES_EtaIntercalibration_Stat10_minus: -5.61760982e+01 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -2692,8 +2692,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 53.03018016186631 - syst_JES_EtaIntercalibration_Stat11_minus: -49.48969650846527 + syst_JES_EtaIntercalibration_Stat11_plus: 5.30301802e+01 + syst_JES_EtaIntercalibration_Stat11_minus: -4.94896965e+01 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -2706,16 +2706,16 @@ bins: syst_JES_EtaIntercalibration_Stat114_minus: 0.0 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 - syst_JES_EtaIntercalibration_Stat116_plus: -0.7563921238352499 - syst_JES_EtaIntercalibration_Stat116_minus: 0.7515837977231813 - syst_JES_EtaIntercalibration_Stat117_plus: -2.057680733252853 - syst_JES_EtaIntercalibration_Stat117_minus: 1.8490842328028219 - syst_JES_EtaIntercalibration_Stat118_plus: -1.7713024868723013 - syst_JES_EtaIntercalibration_Stat118_minus: 1.7154410511585643 - syst_JES_EtaIntercalibration_Stat119_plus: -0.6337090972993839 - syst_JES_EtaIntercalibration_Stat119_minus: 0.64862905038242 - syst_JES_EtaIntercalibration_Stat12_plus: 16.652364696943195 - syst_JES_EtaIntercalibration_Stat12_minus: -14.085567081236027 + syst_JES_EtaIntercalibration_Stat116_plus: -7.56392124e-01 + syst_JES_EtaIntercalibration_Stat116_minus: 7.51583798e-01 + syst_JES_EtaIntercalibration_Stat117_plus: -2.05768073e+00 + syst_JES_EtaIntercalibration_Stat117_minus: 1.84908423e+00 + syst_JES_EtaIntercalibration_Stat118_plus: -1.77130249e+00 + syst_JES_EtaIntercalibration_Stat118_minus: 1.71544105e+00 + syst_JES_EtaIntercalibration_Stat119_plus: -6.33709097e-01 + syst_JES_EtaIntercalibration_Stat119_minus: 6.48629050e-01 + syst_JES_EtaIntercalibration_Stat12_plus: 1.66523647e+01 + syst_JES_EtaIntercalibration_Stat12_minus: -1.40855671e+01 syst_JES_EtaIntercalibration_Stat120_plus: 0.0 syst_JES_EtaIntercalibration_Stat120_minus: 0.0 syst_JES_EtaIntercalibration_Stat121_plus: 0.0 @@ -2736,8 +2736,8 @@ bins: syst_JES_EtaIntercalibration_Stat128_minus: 0.0 syst_JES_EtaIntercalibration_Stat129_plus: 0.0 syst_JES_EtaIntercalibration_Stat129_minus: 0.0 - syst_JES_EtaIntercalibration_Stat13_plus: -0.5272188160526898 - syst_JES_EtaIntercalibration_Stat13_minus: 0.11780398974567881 + syst_JES_EtaIntercalibration_Stat13_plus: -5.27218816e-01 + syst_JES_EtaIntercalibration_Stat13_minus: 1.17803990e-01 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 syst_JES_EtaIntercalibration_Stat130_minus: 0.0 syst_JES_EtaIntercalibration_Stat131_plus: 0.0 @@ -2748,14 +2748,14 @@ bins: syst_JES_EtaIntercalibration_Stat133_minus: 0.0 syst_JES_EtaIntercalibration_Stat134_plus: 0.0 syst_JES_EtaIntercalibration_Stat134_minus: 0.0 - syst_JES_EtaIntercalibration_Stat135_plus: -0.19600999974491096 - syst_JES_EtaIntercalibration_Stat135_minus: 0.10097484835343899 - syst_JES_EtaIntercalibration_Stat136_plus: -0.3160767311903867 - syst_JES_EtaIntercalibration_Stat136_minus: 0.32604693680511704 - 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statistical_uncertainty: 0.00025994 -- syst_JAR_plus: 7.204003886728546e-06 - syst_JAR_minus: -7.204003886728546e-06 - syst_JER_DataMC_Difference_plus: 7.456441007612143e-06 - syst_JER_DataMC_Difference_minus: -7.456441007612143e-06 - syst_JER_NP0_plus: 4.5650813793403506e-05 - syst_JER_NP0_minus: -4.5650813793403506e-05 - syst_JER_NP1_plus: 1.91908780414029e-05 - syst_JER_NP1_minus: -1.91908780414029e-05 - syst_JER_NP2_plus: 1.3915861453751255e-05 - syst_JER_NP2_minus: -1.3915861453751255e-05 - syst_JER_NP3_plus: 1.1009652583074543e-05 - syst_JER_NP3_minus: -1.1009652583074543e-05 - syst_JER_NP4_plus: 1.498359269334294e-05 - syst_JER_NP4_minus: -1.498359269334294e-05 - syst_JER_NP5_plus: 1.0571246378738884e-05 - syst_JER_NP5_minus: -1.0571246378738884e-05 - syst_JER_NP6_plus: 1.3024906909456205e-05 - syst_JER_NP6_minus: -1.3024906909456205e-05 - syst_JER_NP7_plus: 2.064044694283532e-05 - syst_JER_NP7_minus: -2.064044694283532e-05 - syst_JER_NP8_plus: 1.0691454531540598e-05 - 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syst_JES_EtaIntercalibration_Stat10_minus: -3.20319371877506e-06 + syst_JES_EtaIntercalibration_Stat10_plus: 3.22511403e-06 + syst_JES_EtaIntercalibration_Stat10_minus: -3.20319372e-06 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -18532,8 +18532,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 3.467651654938829e-06 - syst_JES_EtaIntercalibration_Stat11_minus: -2.49255140368258e-06 + syst_JES_EtaIntercalibration_Stat11_plus: 3.46765165e-06 + syst_JES_EtaIntercalibration_Stat11_minus: -2.49255140e-06 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -18546,16 +18546,16 @@ bins: syst_JES_EtaIntercalibration_Stat114_minus: 0.0 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+ syst_JER_NP3_plus: 1.05783174e-07 + syst_JER_NP3_minus: -1.05783174e-07 + syst_JER_NP4_plus: 1.74372532e-07 + syst_JER_NP4_minus: -1.74372532e-07 + syst_JER_NP5_plus: 9.67251366e-08 + syst_JER_NP5_minus: -9.67251366e-08 + syst_JER_NP6_plus: 1.27349931e-07 + syst_JER_NP6_minus: -1.27349931e-07 + syst_JER_NP7_plus: 4.40951789e-07 + syst_JER_NP7_minus: -4.40951789e-07 + syst_JER_NP8_plus: 5.87464314e-08 + syst_JER_NP8_minus: -5.87464314e-08 + syst_JER_NoiseInSitu_plus: 5.15834397e-07 + syst_JER_NoiseInSitu_minus: -5.15834397e-07 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 3.7787786386609096e-08 - syst_JES_EtaIntercalibration_Stat10_minus: -3.418861287036957e-08 + syst_JES_EtaIntercalibration_Stat10_plus: 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syst_JER_NP6_minus: -1.23248712e-06 + syst_JER_NP7_plus: 1.05005357e-06 + syst_JER_NP7_minus: -1.05005357e-06 + syst_JER_NP8_plus: 7.10288762e-07 + syst_JER_NP8_minus: -7.10288762e-07 + syst_JER_NoiseInSitu_plus: 2.66084282e-06 + syst_JER_NoiseInSitu_minus: -2.66084282e-06 + syst_JES_EtaIntercalibration_Modelling_plus: 3.29865313e-06 + syst_JES_EtaIntercalibration_Modelling_minus: -2.85812561e-06 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -102336,14 +102336,14 @@ bins: syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 syst_JES_EtaIntercalibration_Stat101_minus: 0.0 - syst_JES_EtaIntercalibration_Stat102_plus: 1.6221029560419401e-09 - syst_JES_EtaIntercalibration_Stat102_minus: -6.098088880952786e-13 - syst_JES_EtaIntercalibration_Stat103_plus: 5.209255657001295e-09 - syst_JES_EtaIntercalibration_Stat103_minus: -6.713271780585082e-09 - 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syst_JES_Zjet_OOC_plus: 1.6419019459151633e-06 - syst_JES_Zjet_OOC_minus: -3.1155124779079285e-07 - syst_JES_Zjet_Stat1_plus: -2.8003549855330837e-10 - syst_JES_Zjet_Stat1_minus: 6.622055005812018e-13 - syst_JES_Zjet_Stat10_plus: -6.329312798400787e-10 - syst_JES_Zjet_Stat10_minus: 4.8726728291564986e-09 - syst_JES_Zjet_Stat11_plus: 1.685742566348729e-07 + syst_JES_Zjet_JVF_plus: 3.67907658e-10 + syst_JES_Zjet_JVF_minus: -3.32481609e-09 + syst_JES_Zjet_MC_plus: 2.32496710e-07 + syst_JES_Zjet_MC_minus: -1.35835213e-07 + syst_JES_Zjet_MuScale_plus: -2.85883272e-08 + syst_JES_Zjet_MuScale_minus: 1.78403041e-08 + syst_JES_Zjet_MuSmearID_plus: -8.51285854e-09 + syst_JES_Zjet_MuSmearID_minus: 4.77862763e-09 + syst_JES_Zjet_MuSmearMS_plus: -2.69230907e-10 + syst_JES_Zjet_MuSmearMS_minus: 1.61149635e-11 + syst_JES_Zjet_OOC_plus: 1.64190195e-06 + syst_JES_Zjet_OOC_minus: -3.11551248e-07 + syst_JES_Zjet_Stat1_plus: -2.80035499e-10 + syst_JES_Zjet_Stat1_minus: 6.62205501e-13 + syst_JES_Zjet_Stat10_plus: -6.32931280e-10 + syst_JES_Zjet_Stat10_minus: 4.87267283e-09 + syst_JES_Zjet_Stat11_plus: 1.68574257e-07 syst_JES_Zjet_Stat11_minus: 0.0 - syst_JES_Zjet_Stat2_plus: 1.1582409075835646e-08 - syst_JES_Zjet_Stat2_minus: -1.979898987322333e-09 - syst_JES_Zjet_Stat3_plus: -2.676399166791082e-10 - syst_JES_Zjet_Stat3_minus: 3.2972389206728713e-10 - syst_JES_Zjet_Stat4_plus: 2.0612162671587857e-09 - syst_JES_Zjet_Stat4_minus: -1.3512810588474922e-09 - syst_JES_Zjet_Stat5_plus: 2.8376195129016152e-09 - syst_JES_Zjet_Stat5_minus: -2.522249888492415e-09 - syst_JES_Zjet_Stat6_plus: -2.473459520590543e-09 - syst_JES_Zjet_Stat6_minus: 1.4304770183403857e-09 - syst_JES_Zjet_Stat7_plus: 3.7002897859492026e-09 + syst_JES_Zjet_Stat2_plus: 1.15824091e-08 + syst_JES_Zjet_Stat2_minus: -1.97989899e-09 + syst_JES_Zjet_Stat3_plus: -2.67639917e-10 + syst_JES_Zjet_Stat3_minus: 3.29723892e-10 + syst_JES_Zjet_Stat4_plus: 2.06121627e-09 + syst_JES_Zjet_Stat4_minus: -1.35128106e-09 + syst_JES_Zjet_Stat5_plus: 2.83761951e-09 + syst_JES_Zjet_Stat5_minus: -2.52224989e-09 + syst_JES_Zjet_Stat6_plus: -2.47345952e-09 + syst_JES_Zjet_Stat6_minus: 1.43047702e-09 + syst_JES_Zjet_Stat7_plus: 3.70028979e-09 syst_JES_Zjet_Stat7_minus: 0.0 syst_JES_Zjet_Stat8_plus: 0.0 - syst_JES_Zjet_Stat8_minus: -2.2379929624554228e-09 - syst_JES_Zjet_Stat9_plus: 1.973535026291654e-10 - syst_JES_Zjet_Stat9_minus: -2.462145812091558e-08 - syst_JES_Zjet_Veto_plus: 2.4494178900302004e-07 - syst_JES_Zjet_Veto_minus: -1.273499312916972e-07 - syst_JES_Zjet_dPhi_plus: -1.9311086194204614e-10 - syst_JES_Zjet_dPhi_minus: 2.59083924626751e-09 - syst_Unfolding_bias_plus: 4.787820015414113e-06 - syst_Unfolding_bias_minus: -4.787820015414113e-06 - syst_jetselection_BCH_plus: 7.875755328855766e-07 - syst_jetselection_BCH_minus: -7.875755328855766e-07 - luminosity_uncertainty: 8.738e-07 - statistical_uncertainty: 9.478e-06 + syst_JES_Zjet_Stat8_minus: -2.23799296e-09 + syst_JES_Zjet_Stat9_plus: 1.97353503e-10 + syst_JES_Zjet_Stat9_minus: -2.46214581e-08 + syst_JES_Zjet_Veto_plus: 2.44941789e-07 + syst_JES_Zjet_Veto_minus: -1.27349931e-07 + syst_JES_Zjet_dPhi_plus: -1.93110862e-10 + syst_JES_Zjet_dPhi_minus: 2.59083925e-09 + syst_Unfolding_bias_plus: 4.78782002e-06 + syst_Unfolding_bias_minus: -4.78782002e-06 + syst_jetselection_BCH_plus: 7.87575533e-07 + syst_jetselection_BCH_minus: -7.87575533e-07 + luminosity_uncertainty: 8.73800000e-07 + statistical_uncertainty: 9.47800000e-06 diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/uncertainties_decorrelated.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/uncertainties_decorrelated.yaml index 4ed8ed31f3..b902344c91 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/uncertainties_decorrelated.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_1JET_8TEV_R06/uncertainties_decorrelated.yaml @@ -2688,38 +2688,38 @@ definitions: treatment: MULT type: UNCORR bins: -- syst_JAR_plus: 10.11162697096763 - syst_JAR_minus: -10.11162697096763 - syst_JER_DataMC_Difference_plus: 2.329916844009674 - syst_JER_DataMC_Difference_minus: -2.329916844009674 - syst_JER_NP0_plus: 202.3244633009068 - syst_JER_NP0_minus: -202.3244633009068 - syst_JER_NP1_plus: 41.51353201668102 - syst_JER_NP1_minus: -41.51353201668102 - syst_JER_NP2_plus: 158.1727158836188 - syst_JER_NP2_minus: -158.1727158836188 - syst_JER_NP3_plus: 248.61874426519012 - syst_JER_NP3_minus: -248.61874426519012 - syst_JER_NP4_plus: 143.70531114054202 - syst_JER_NP4_minus: -143.70531114054202 - syst_JER_NP5_plus: 27.51564617631212 - syst_JER_NP5_minus: -27.51564617631212 - syst_JER_NP6_plus: 25.554839072081826 - syst_JER_NP6_minus: -25.554839072081826 - syst_JER_NP7_plus: 9.024803848283906 - syst_JER_NP7_minus: -9.024803848283906 - syst_JER_NP8_plus: 11.34199277023222 - syst_JER_NP8_minus: -11.34199277023222 - syst_JER_NoiseInSitu_plus: 329.81581594884136 - syst_JER_NoiseInSitu_minus: -329.81581594884136 +- syst_JAR_plus: 1.01116270e+01 + syst_JAR_minus: -1.01116270e+01 + syst_JER_DataMC_Difference_plus: 2.32991684e+00 + syst_JER_DataMC_Difference_minus: -2.32991684e+00 + syst_JER_NP0_plus: 2.02324463e+02 + syst_JER_NP0_minus: -2.02324463e+02 + syst_JER_NP1_plus: 4.15135320e+01 + syst_JER_NP1_minus: -4.15135320e+01 + syst_JER_NP2_plus: 1.58172716e+02 + syst_JER_NP2_minus: -1.58172716e+02 + syst_JER_NP3_plus: 2.48618744e+02 + syst_JER_NP3_minus: -2.48618744e+02 + syst_JER_NP4_plus: 1.43705311e+02 + syst_JER_NP4_minus: -1.43705311e+02 + syst_JER_NP5_plus: 2.75156462e+01 + syst_JER_NP5_minus: -2.75156462e+01 + syst_JER_NP6_plus: 2.55548391e+01 + syst_JER_NP6_minus: -2.55548391e+01 + syst_JER_NP7_plus: 9.02480385e+00 + syst_JER_NP7_minus: -9.02480385e+00 + syst_JER_NP8_plus: 1.13419928e+01 + syst_JER_NP8_minus: -1.13419928e+01 + syst_JER_NoiseInSitu_plus: 3.29815816e+02 + syst_JER_NoiseInSitu_minus: -3.29815816e+02 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 48.77198312556093 - syst_JES_EtaIntercalibration_Stat10_minus: -56.17609823136526 + syst_JES_EtaIntercalibration_Stat10_plus: 4.87719831e+01 + syst_JES_EtaIntercalibration_Stat10_minus: -5.61760982e+01 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -2740,8 +2740,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 53.03018016186631 - syst_JES_EtaIntercalibration_Stat11_minus: -49.48969650846527 + syst_JES_EtaIntercalibration_Stat11_plus: 5.30301802e+01 + syst_JES_EtaIntercalibration_Stat11_minus: -4.94896965e+01 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -2754,16 +2754,16 @@ bins: syst_JES_EtaIntercalibration_Stat114_minus: 0.0 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 - syst_JES_EtaIntercalibration_Stat116_plus: -0.7563921238352499 - syst_JES_EtaIntercalibration_Stat116_minus: 0.7515837977231813 - syst_JES_EtaIntercalibration_Stat117_plus: -2.057680733252853 - syst_JES_EtaIntercalibration_Stat117_minus: 1.8490842328028219 - syst_JES_EtaIntercalibration_Stat118_plus: -1.7713024868723013 - syst_JES_EtaIntercalibration_Stat118_minus: 1.7154410511585643 - syst_JES_EtaIntercalibration_Stat119_plus: -0.6337090972993839 - syst_JES_EtaIntercalibration_Stat119_minus: 0.64862905038242 - syst_JES_EtaIntercalibration_Stat12_plus: 16.652364696943195 - syst_JES_EtaIntercalibration_Stat12_minus: 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-0.5272188160526898 - syst_JES_EtaIntercalibration_Stat13_minus: 0.11780398974567881 + syst_JES_EtaIntercalibration_Stat13_plus: -5.27218816e-01 + syst_JES_EtaIntercalibration_Stat13_minus: 1.17803990e-01 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 syst_JES_EtaIntercalibration_Stat130_minus: 0.0 syst_JES_EtaIntercalibration_Stat131_plus: 0.0 @@ -2796,14 +2796,14 @@ bins: syst_JES_EtaIntercalibration_Stat133_minus: 0.0 syst_JES_EtaIntercalibration_Stat134_plus: 0.0 syst_JES_EtaIntercalibration_Stat134_minus: 0.0 - syst_JES_EtaIntercalibration_Stat135_plus: -0.19600999974491096 - syst_JES_EtaIntercalibration_Stat135_minus: 0.10097484835343899 - syst_JES_EtaIntercalibration_Stat136_plus: -0.3160767311903867 - syst_JES_EtaIntercalibration_Stat136_minus: 0.32604693680511704 - syst_JES_EtaIntercalibration_Stat137_plus: -0.39138360338675404 - syst_JES_EtaIntercalibration_Stat137_minus: 0.41224325343175716 - syst_JES_EtaIntercalibration_Stat138_plus: -0.07049147501648692 - 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syst_JES_EtaIntercalibration_Stat152_minus: 0.0 - syst_JES_EtaIntercalibration_Stat153_plus: -0.007747061894679814 - syst_JES_EtaIntercalibration_Stat153_minus: 0.010656099192481271 - syst_JES_EtaIntercalibration_Stat154_plus: -0.053902749929850516 - syst_JES_EtaIntercalibration_Stat154_minus: 0.08541142809952307 + syst_JES_EtaIntercalibration_Stat153_plus: -7.74706189e-03 + syst_JES_EtaIntercalibration_Stat153_minus: 1.06560992e-02 + syst_JES_EtaIntercalibration_Stat154_plus: -5.39027499e-02 + syst_JES_EtaIntercalibration_Stat154_minus: 8.54114281e-02 syst_JES_EtaIntercalibration_Stat155_plus: 0.0 - syst_JES_EtaIntercalibration_Stat155_minus: -0.007268350603816522 + syst_JES_EtaIntercalibration_Stat155_minus: -7.26835060e-03 syst_JES_EtaIntercalibration_Stat156_plus: 0.0 syst_JES_EtaIntercalibration_Stat156_minus: 0.0 syst_JES_EtaIntercalibration_Stat157_plus: 0.0 @@ -2874,14 +2874,14 @@ bins: syst_JES_EtaIntercalibration_Stat169_minus: 0.0 syst_JES_EtaIntercalibration_Stat17_plus: 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syst_JES_Pileup_MuOffset_minus: 55.357268578751246 - syst_JES_Pileup_NPVOffset_plus: 99.38173677542568 - syst_JES_Pileup_NPVOffset_minus: -114.92606514624956 - syst_JES_Pileup_Pt_term_plus: 279.4733486622651 - syst_JES_Pileup_Pt_term_minus: -287.0641399583027 - syst_JES_Punch_through_plus: 0.1540785676205487 - syst_JES_Punch_through_minus: -1.4021927470929236 - syst_JES_SingleParticle_HighPt_plus: 0.08894696200545582 + syst_JES_MJB_Threshold_plus: 5.88383553e-04 + syst_JES_MJB_Threshold_minus: -6.44527831e-04 + syst_JES_Pileup_MuOffset_plus: -5.16718280e+01 + syst_JES_Pileup_MuOffset_minus: 5.53572686e+01 + syst_JES_Pileup_NPVOffset_plus: 9.93817368e+01 + syst_JES_Pileup_NPVOffset_minus: -1.14926065e+02 + syst_JES_Pileup_Pt_term_plus: 2.79473349e+02 + syst_JES_Pileup_Pt_term_minus: -2.87064140e+02 + syst_JES_Punch_through_plus: 1.54078568e-01 + syst_JES_Punch_through_minus: -1.40219275e+00 + syst_JES_SingleParticle_HighPt_plus: 8.89469620e-02 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 25.76697110643779 - syst_JES_Zjet_JVF_minus: -24.366899679688427 - syst_JES_Zjet_MC_plus: 993.5203829061585 - syst_JES_Zjet_MC_minus: -921.0348667667255 - syst_JES_Zjet_MuScale_plus: 14.50276008213609 - syst_JES_Zjet_MuScale_minus: -15.570491321727776 - syst_JES_Zjet_MuSmearID_plus: 1.8999959210482529 - syst_JES_Zjet_MuSmearID_minus: -3.4973501397486637 + syst_JES_Zjet_JVF_plus: 2.57669711e+01 + syst_JES_Zjet_JVF_minus: -2.43668997e+01 + syst_JES_Zjet_MC_plus: 9.93520383e+02 + syst_JES_Zjet_MC_minus: -9.21034867e+02 + syst_JES_Zjet_MuScale_plus: 1.45027601e+01 + syst_JES_Zjet_MuScale_minus: -1.55704913e+01 + syst_JES_Zjet_MuSmearID_plus: 1.89999592e+00 + syst_JES_Zjet_MuSmearID_minus: -3.49735014e+00 syst_JES_Zjet_MuSmearMS_plus: 0.0 - syst_JES_Zjet_MuSmearMS_minus: -0.5899391875439366 - syst_JES_Zjet_OOC_plus: 112.86838441299672 - syst_JES_Zjet_OOC_minus: -118.53230973030095 - syst_JES_Zjet_Stat1_plus: 1.871711649800791 - syst_JES_Zjet_Stat1_minus: -0.7619782674066234 - syst_JES_Zjet_Stat10_plus: -3.2321850968037085 - syst_JES_Zjet_Stat10_minus: 2.3384021253839125 - syst_JES_Zjet_Stat11_plus: 0.19947482297272506 - syst_JES_Zjet_Stat11_minus: -0.1689278100254662 - syst_JES_Zjet_Stat2_plus: 4.166273154751138 - syst_JES_Zjet_Stat2_minus: -8.594175818541299 - syst_JES_Zjet_Stat3_plus: 10.097484835343897 - syst_JES_Zjet_Stat3_minus: -11.009652583074544 - syst_JES_Zjet_Stat4_plus: 31.86647420095295 - syst_JES_Zjet_Stat4_minus: -31.594945196977317 - syst_JES_Zjet_Stat5_plus: 78.99867670094227 - syst_JES_Zjet_Stat5_minus: -76.06135513189335 - syst_JES_Zjet_Stat6_plus: 119.98894969954524 - syst_JES_Zjet_Stat6_minus: -119.11213729087392 - syst_JES_Zjet_Stat7_plus: 87.5751748499539 - syst_JES_Zjet_Stat7_minus: -82.77745533960318 - syst_JES_Zjet_Stat8_plus: 16.256384899478725 - syst_JES_Zjet_Stat8_minus: -24.487107832490143 + syst_JES_Zjet_MuSmearMS_minus: -5.89939188e-01 + syst_JES_Zjet_OOC_plus: 1.12868384e+02 + syst_JES_Zjet_OOC_minus: -1.18532310e+02 + syst_JES_Zjet_Stat1_plus: 1.87171165e+00 + syst_JES_Zjet_Stat1_minus: -7.61978267e-01 + syst_JES_Zjet_Stat10_plus: -3.23218510e+00 + syst_JES_Zjet_Stat10_minus: 2.33840213e+00 + syst_JES_Zjet_Stat11_plus: 1.99474823e-01 + syst_JES_Zjet_Stat11_minus: -1.68927810e-01 + syst_JES_Zjet_Stat2_plus: 4.16627315e+00 + syst_JES_Zjet_Stat2_minus: -8.59417582e+00 + syst_JES_Zjet_Stat3_plus: 1.00974848e+01 + syst_JES_Zjet_Stat3_minus: -1.10096526e+01 + syst_JES_Zjet_Stat4_plus: 3.18664742e+01 + syst_JES_Zjet_Stat4_minus: -3.15949452e+01 + syst_JES_Zjet_Stat5_plus: 7.89986767e+01 + syst_JES_Zjet_Stat5_minus: -7.60613551e+01 + syst_JES_Zjet_Stat6_plus: 1.19988950e+02 + syst_JES_Zjet_Stat6_minus: -1.19112137e+02 + syst_JES_Zjet_Stat7_plus: 8.75751748e+01 + syst_JES_Zjet_Stat7_minus: -8.27774553e+01 + syst_JES_Zjet_Stat8_plus: 1.62563849e+01 + syst_JES_Zjet_Stat8_minus: -2.44871078e+01 syst_JES_Zjet_Stat9_plus: 0.0 - syst_JES_Zjet_Stat9_minus: -0.3026417023478423 - syst_JES_Zjet_Veto_plus: 111.7440846309101 - syst_JES_Zjet_Veto_minus: -107.89035267344342 - syst_JES_Zjet_dPhi_plus: 10.309616869699862 - syst_JES_Zjet_dPhi_minus: -11.285424227737298 - syst_Unfolding_bias_plus: -29.68010003352414 - syst_Unfolding_bias_minus: 29.68010003352414 - syst_jetselection_BCH_plus: 95.00828133378688 - syst_jetselection_BCH_minus: -95.00828133378688 + syst_JES_Zjet_Stat9_minus: -3.02641702e-01 + syst_JES_Zjet_Veto_plus: 1.11744085e+02 + syst_JES_Zjet_Veto_minus: -1.07890353e+02 + syst_JES_Zjet_dPhi_plus: 1.03096169e+01 + syst_JES_Zjet_dPhi_minus: -1.12854242e+01 + syst_Unfolding_bias_plus: -2.96801000e+01 + syst_Unfolding_bias_minus: 2.96801000e+01 + syst_jetselection_BCH_plus: 9.50082813e+01 + syst_jetselection_BCH_minus: -9.50082813e+01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1326.532321505963 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1235.6691001234917 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0005707058830956625 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0006241631557533655 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.32653232e+03 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.23566910e+03 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.70705883e-04 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -6.24163156e-04 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1410.112343042213 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1531.8054200844178 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 224.22356031425423 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -208.8652010268824 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0001473610531992765 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.00016114963543241418 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.41011234e+03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.53180542e+03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.24223560e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.08865201e+02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.47361053e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.61149635e-04 luminosity_uncertainty: 702.89 statistical_uncertainty: 237.07 -- syst_JAR_plus: 4.029094439200948 - syst_JAR_minus: -4.029094439200948 - syst_JER_DataMC_Difference_plus: 1.803122292025696 - syst_JER_DataMC_Difference_minus: -1.803122292025696 - syst_JER_NP0_plus: 81.98054599720594 - syst_JER_NP0_minus: -81.98054599720594 - syst_JER_NP1_plus: 19.367654736699535 - syst_JER_NP1_minus: -19.367654736699535 - syst_JER_NP2_plus: 63.58869861854384 - syst_JER_NP2_minus: -63.58869861854384 - syst_JER_NP3_plus: 101.07384330280509 - syst_JER_NP3_minus: -101.07384330280509 - syst_JER_NP4_plus: 57.885882428274336 - syst_JER_NP4_minus: -57.885882428274336 - syst_JER_NP5_plus: 10.684383463728732 - syst_JER_NP5_minus: -10.684383463728732 - syst_JER_NP6_plus: 8.418106230025847 - syst_JER_NP6_minus: -8.418106230025847 - syst_JER_NP7_plus: 3.7582725420065 - syst_JER_NP7_minus: -3.7582725420065 - syst_JER_NP8_plus: 4.516998118219665 - syst_JER_NP8_minus: -4.516998118219665 - syst_JER_NoiseInSitu_plus: 78.69462078503206 - syst_JER_NoiseInSitu_minus: -78.69462078503206 +- syst_JAR_plus: 4.02909444e+00 + syst_JAR_minus: -4.02909444e+00 + syst_JER_DataMC_Difference_plus: 1.80312229e+00 + syst_JER_DataMC_Difference_minus: -1.80312229e+00 + syst_JER_NP0_plus: 8.19805460e+01 + syst_JER_NP0_minus: -8.19805460e+01 + syst_JER_NP1_plus: 1.93676547e+01 + syst_JER_NP1_minus: -1.93676547e+01 + syst_JER_NP2_plus: 6.35886986e+01 + syst_JER_NP2_minus: -6.35886986e+01 + syst_JER_NP3_plus: 1.01073843e+02 + syst_JER_NP3_minus: -1.01073843e+02 + syst_JER_NP4_plus: 5.78858824e+01 + syst_JER_NP4_minus: -5.78858824e+01 + syst_JER_NP5_plus: 1.06843835e+01 + syst_JER_NP5_minus: -1.06843835e+01 + syst_JER_NP6_plus: 8.41810623e+00 + syst_JER_NP6_minus: -8.41810623e+00 + syst_JER_NP7_plus: 3.75827254e+00 + syst_JER_NP7_minus: -3.75827254e+00 + syst_JER_NP8_plus: 4.51699812e+00 + syst_JER_NP8_minus: -4.51699812e+00 + syst_JER_NoiseInSitu_plus: 7.86946208e+01 + syst_JER_NoiseInSitu_minus: -7.86946208e+01 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 13.067333316327398 - syst_JES_EtaIntercalibration_Stat10_minus: -13.024906909456206 + syst_JES_EtaIntercalibration_Stat10_plus: 1.30673333e+01 + syst_JES_EtaIntercalibration_Stat10_minus: -1.30249069e+01 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -3412,8 +3412,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 13.760297961890215 - syst_JES_EtaIntercalibration_Stat11_minus: -13.116830791010456 + syst_JES_EtaIntercalibration_Stat11_plus: 1.37602980e+01 + syst_JES_EtaIntercalibration_Stat11_minus: -1.31168308e+01 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -3426,16 +3426,16 @@ bins: syst_JES_EtaIntercalibration_Stat114_minus: 0.0 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 - syst_JES_EtaIntercalibration_Stat116_plus: -0.4664076328706467 - syst_JES_EtaIntercalibration_Stat116_minus: 0.4261732570211322 - syst_JES_EtaIntercalibration_Stat117_plus: -1.4333054454651317 - syst_JES_EtaIntercalibration_Stat117_minus: 1.1469271990845802 - syst_JES_EtaIntercalibration_Stat118_plus: -1.0917728701520293 - syst_JES_EtaIntercalibration_Stat118_minus: 0.9500686712022451 - syst_JES_EtaIntercalibration_Stat119_plus: -0.07132586101828704 - syst_JES_EtaIntercalibration_Stat119_minus: 0.2840447940026361 - syst_JES_EtaIntercalibration_Stat12_plus: 4.0976837969760425 - syst_JES_EtaIntercalibration_Stat12_minus: -3.7377664453520896 + syst_JES_EtaIntercalibration_Stat116_plus: -4.66407633e-01 + syst_JES_EtaIntercalibration_Stat116_minus: 4.26173257e-01 + syst_JES_EtaIntercalibration_Stat117_plus: -1.43330545e+00 + syst_JES_EtaIntercalibration_Stat117_minus: 1.14692720e+00 + syst_JES_EtaIntercalibration_Stat118_plus: -1.09177287e+00 + syst_JES_EtaIntercalibration_Stat118_minus: 9.50068671e-01 + syst_JES_EtaIntercalibration_Stat119_plus: -7.13258610e-02 + syst_JES_EtaIntercalibration_Stat119_minus: 2.84044794e-01 + syst_JES_EtaIntercalibration_Stat12_plus: 4.09768380e+00 + syst_JES_EtaIntercalibration_Stat12_minus: -3.73776645e+00 syst_JES_EtaIntercalibration_Stat120_plus: 0.0 syst_JES_EtaIntercalibration_Stat120_minus: 0.0 syst_JES_EtaIntercalibration_Stat121_plus: 0.0 @@ -3456,8 +3456,8 @@ bins: syst_JES_EtaIntercalibration_Stat128_minus: 0.0 syst_JES_EtaIntercalibration_Stat129_plus: 0.0 syst_JES_EtaIntercalibration_Stat129_minus: 0.0 - syst_JES_EtaIntercalibration_Stat13_plus: -0.08124656915833431 - syst_JES_EtaIntercalibration_Stat13_minus: 0.007590084189256401 + syst_JES_EtaIntercalibration_Stat13_plus: -8.12465692e-02 + syst_JES_EtaIntercalibration_Stat13_minus: 7.59008419e-03 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 syst_JES_EtaIntercalibration_Stat130_minus: 0.0 syst_JES_EtaIntercalibration_Stat131_plus: 0.0 @@ -3468,14 +3468,14 @@ bins: syst_JES_EtaIntercalibration_Stat133_minus: 0.0 syst_JES_EtaIntercalibration_Stat134_plus: 0.0 syst_JES_EtaIntercalibration_Stat134_minus: 0.0 - syst_JES_EtaIntercalibration_Stat135_plus: -0.150118769645904 - syst_JES_EtaIntercalibration_Stat135_minus: 0.17663527394039955 - syst_JES_EtaIntercalibration_Stat136_plus: -0.6887220048756972 - syst_JES_EtaIntercalibration_Stat136_minus: 0.4535382894530515 - syst_JES_EtaIntercalibration_Stat137_plus: -0.5166122143348916 - syst_JES_EtaIntercalibration_Stat137_minus: 0.5216326724813161 - syst_JES_EtaIntercalibration_Stat138_plus: -0.1676550178193304 - syst_JES_EtaIntercalibration_Stat138_minus: 0.13138043994446053 + syst_JES_EtaIntercalibration_Stat135_plus: -1.50118770e-01 + syst_JES_EtaIntercalibration_Stat135_minus: 1.76635274e-01 + syst_JES_EtaIntercalibration_Stat136_plus: -6.88722005e-01 + syst_JES_EtaIntercalibration_Stat136_minus: 4.53538289e-01 + syst_JES_EtaIntercalibration_Stat137_plus: -5.16612214e-01 + syst_JES_EtaIntercalibration_Stat137_minus: 5.21632672e-01 + syst_JES_EtaIntercalibration_Stat138_plus: -1.67655018e-01 + syst_JES_EtaIntercalibration_Stat138_minus: 1.31380440e-01 syst_JES_EtaIntercalibration_Stat139_plus: 0.0 syst_JES_EtaIntercalibration_Stat139_minus: 0.0 syst_JES_EtaIntercalibration_Stat14_plus: 0.0 @@ -3506,14 +3506,14 @@ bins: syst_JES_EtaIntercalibration_Stat150_minus: 0.0 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syst_JES_Gjet_Stat4_minus: -3.30706770e+01 + syst_JES_Gjet_Stat5_plus: 1.96010000e+01 + syst_JES_Gjet_Stat5_minus: -1.39087904e+01 + syst_JES_Gjet_Stat6_plus: 7.05975410e-01 + syst_JES_Gjet_Stat6_minus: -5.54937402e+00 + syst_JES_Gjet_Stat7_plus: -8.68609970e-01 + syst_JES_Gjet_Stat7_minus: 7.31006990e-01 + syst_JES_Gjet_Stat8_plus: -2.01737565e-01 + syst_JES_Gjet_Stat8_minus: 1.87736850e-01 + syst_JES_Gjet_Stat9_plus: 1.13137085e-02 + syst_JES_Gjet_Stat9_minus: -1.27915617e-02 + syst_JES_Gjet_Veto_plus: 3.13460436e+00 + syst_JES_Gjet_Veto_minus: -3.00025407e+00 + syst_JES_Gjet_dPhi_plus: 1.09955104e+01 + syst_JES_Gjet_dPhi_minus: -1.11581450e+01 + syst_JES_LArESZee_plus: 1.55605918e+02 + syst_JES_LArESZee_minus: -1.53519953e+02 + syst_JES_LArESmaterial_plus: 1.79350564e+02 + syst_JES_LArESmaterial_minus: -1.75475619e+02 + syst_JES_LArESpresampler_plus: 7.21418622e+01 + syst_JES_LArESpresampler_minus: -6.98084099e+01 + syst_JES_LArEsmear_plus: 1.78403041e+01 + syst_JES_LArEsmear_minus: -1.79110148e+01 + syst_JES_MJB_Alpha_plus: -1.21622366e-02 + syst_JES_MJB_Alpha_minus: 5.15056579e-02 + syst_JES_MJB_Asym_plus: 3.02641702e-03 + syst_JES_MJB_Asym_minus: -3.23501352e-03 + syst_JES_MJB_Beta_plus: -5.58331514e-02 + syst_JES_MJB_Beta_minus: 5.81524617e-02 + syst_JES_MJB_Stat1_plus: -6.09031071e-02 + syst_JES_MJB_Stat1_minus: 2.32708842e-07 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 2.2570848455474595e-05 - syst_JES_MJB_Stat2_minus: -0.049631824971483766 - syst_JES_MJB_Stat3_plus: -0.011462200923033935 - syst_JES_MJB_Stat3_minus: 0.04523362079250344 + syst_JES_MJB_Stat2_plus: 2.25708485e-05 + syst_JES_MJB_Stat2_minus: -4.96318250e-02 + syst_JES_MJB_Stat3_plus: -1.14622009e-02 + syst_JES_MJB_Stat3_minus: 4.52336208e-02 syst_JES_MJB_Stat4_plus: 0.0 - syst_JES_MJB_Stat4_minus: -0.04038286827356373 - syst_JES_MJB_Stat5_plus: 0.01897167493923507 - syst_JES_MJB_Stat5_minus: -0.032010723984315 - syst_JES_MJB_Stat6_plus: 0.017027131290972063 + syst_JES_MJB_Stat4_minus: -4.03828683e-02 + syst_JES_MJB_Stat5_plus: 1.89716749e-02 + syst_JES_MJB_Stat5_minus: -3.20107240e-02 + syst_JES_MJB_Stat6_plus: 1.70271313e-02 syst_JES_MJB_Stat6_minus: 0.0 syst_JES_MJB_Stat7_plus: -0.0 - syst_JES_MJB_Stat7_minus: -0.01506137443927346 + syst_JES_MJB_Stat7_minus: -1.50613744e-02 syst_JES_MJB_Stat8_plus: -0.0 - syst_JES_MJB_Stat8_minus: -0.015605846660787102 + syst_JES_MJB_Stat8_minus: -1.56058467e-02 syst_JES_MJB_Stat9_plus: 0.0 syst_JES_MJB_Stat9_minus: -0.0 - syst_JES_MJB_Threshold_plus: 0.0035334125855891775 - syst_JES_MJB_Threshold_minus: -0.00387706648124584 - syst_JES_Pileup_MuOffset_plus: -18.165573208682407 - syst_JES_Pileup_MuOffset_minus: 19.16259377015544 - syst_JES_Pileup_NPVOffset_plus: 37.258163407500376 - syst_JES_Pileup_NPVOffset_minus: -37.483023363917695 - syst_JES_Pileup_Pt_term_plus: 112.55725742927463 - syst_JES_Pileup_Pt_term_minus: -107.89035267344342 - syst_JES_Punch_through_plus: 0.561796337652712 - syst_JES_Punch_through_minus: -0.9963841653699641 - syst_JES_SingleParticle_HighPt_plus: 0.03704532426636322 + syst_JES_MJB_Threshold_plus: 3.53341259e-03 + syst_JES_MJB_Threshold_minus: -3.87706648e-03 + syst_JES_Pileup_MuOffset_plus: -1.81655732e+01 + syst_JES_Pileup_MuOffset_minus: 1.91625938e+01 + syst_JES_Pileup_NPVOffset_plus: 3.72581634e+01 + syst_JES_Pileup_NPVOffset_minus: -3.74830234e+01 + syst_JES_Pileup_Pt_term_plus: 1.12557257e+02 + syst_JES_Pileup_Pt_term_minus: -1.07890353e+02 + syst_JES_Punch_through_plus: 5.61796338e-01 + syst_JES_Punch_through_minus: -9.96384165e-01 + syst_JES_SingleParticle_HighPt_plus: 3.70453243e-02 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 7.232995264757194 - syst_JES_Zjet_JVF_minus: -7.330576000560939 - syst_JES_Zjet_MC_plus: 280.30137070303454 - syst_JES_Zjet_MC_minus: -264.18923558691785 - syst_JES_Zjet_MuScale_plus: 5.964445699308528 - syst_JES_Zjet_MuScale_minus: -5.905755836470044 - syst_JES_Zjet_MuSmearID_plus: 0.6710443353460335 - syst_JES_Zjet_MuSmearID_minus: -1.22683026535866 - syst_JES_Zjet_MuSmearMS_plus: 0.1267135351886293 - syst_JES_Zjet_MuSmearMS_minus: -0.1946664968606565 - syst_JES_Zjet_OOC_plus: 33.04946384587804 - syst_JES_Zjet_OOC_minus: -32.68671806712934 - syst_JES_Zjet_Stat1_plus: 0.7851713698295424 - syst_JES_Zjet_Stat1_minus: -0.6333555439087906 - syst_JES_Zjet_Stat10_plus: -2.4890158697766473 - syst_JES_Zjet_Stat10_minus: 2.1623325368684623 - syst_JES_Zjet_Stat11_plus: -0.6413458505361986 - syst_JES_Zjet_Stat11_minus: 0.5374718643798947 - syst_JES_Zjet_Stat2_plus: 1.7345329342506008 - syst_JES_Zjet_Stat2_minus: -1.3689587283771558 - syst_JES_Zjet_Stat3_plus: 1.7840304089336594 - syst_JES_Zjet_Stat3_minus: -1.751503496999078 - syst_JES_Zjet_Stat4_plus: 5.35350544036335 - syst_JES_Zjet_Stat4_minus: -5.303300858899106 - syst_JES_Zjet_Stat5_plus: 17.005918087536468 - syst_JES_Zjet_Stat5_minus: -16.53215654414148 - syst_JES_Zjet_Stat6_plus: 31.1225978671447 - syst_JES_Zjet_Stat6_minus: -31.08936384842893 - syst_JES_Zjet_Stat7_plus: 30.31649613659204 - syst_JES_Zjet_Stat7_minus: -29.432612660108855 - syst_JES_Zjet_Stat8_plus: 15.994755390439705 - syst_JES_Zjet_Stat8_minus: -18.278710293672255 - syst_JES_Zjet_Stat9_plus: 4.280117346522172 - syst_JES_Zjet_Stat9_minus: -4.456894041818809 - syst_JES_Zjet_Veto_plus: 37.714247281365694 - syst_JES_Zjet_Veto_minus: -34.47357690318775 - syst_JES_Zjet_dPhi_plus: 2.3857782797234113 - syst_JES_Zjet_dPhi_minus: -2.476995054496476 - syst_Unfolding_bias_plus: 3.640892816329533 - syst_Unfolding_bias_minus: -3.640892816329533 - syst_jetselection_BCH_plus: 47.28423045794443 - syst_jetselection_BCH_minus: -47.28423045794443 + syst_JES_Zjet_JVF_plus: 7.23299526e+00 + syst_JES_Zjet_JVF_minus: -7.33057600e+00 + syst_JES_Zjet_MC_plus: 2.80301371e+02 + syst_JES_Zjet_MC_minus: -2.64189236e+02 + syst_JES_Zjet_MuScale_plus: 5.96444570e+00 + syst_JES_Zjet_MuScale_minus: -5.90575584e+00 + syst_JES_Zjet_MuSmearID_plus: 6.71044335e-01 + syst_JES_Zjet_MuSmearID_minus: -1.22683027e+00 + syst_JES_Zjet_MuSmearMS_plus: 1.26713535e-01 + syst_JES_Zjet_MuSmearMS_minus: -1.94666497e-01 + syst_JES_Zjet_OOC_plus: 3.30494638e+01 + syst_JES_Zjet_OOC_minus: -3.26867181e+01 + syst_JES_Zjet_Stat1_plus: 7.85171370e-01 + syst_JES_Zjet_Stat1_minus: -6.33355544e-01 + syst_JES_Zjet_Stat10_plus: -2.48901587e+00 + syst_JES_Zjet_Stat10_minus: 2.16233254e+00 + syst_JES_Zjet_Stat11_plus: -6.41345851e-01 + syst_JES_Zjet_Stat11_minus: 5.37471864e-01 + syst_JES_Zjet_Stat2_plus: 1.73453293e+00 + syst_JES_Zjet_Stat2_minus: -1.36895873e+00 + syst_JES_Zjet_Stat3_plus: 1.78403041e+00 + syst_JES_Zjet_Stat3_minus: -1.75150350e+00 + syst_JES_Zjet_Stat4_plus: 5.35350544e+00 + syst_JES_Zjet_Stat4_minus: -5.30330086e+00 + syst_JES_Zjet_Stat5_plus: 1.70059181e+01 + syst_JES_Zjet_Stat5_minus: -1.65321565e+01 + syst_JES_Zjet_Stat6_plus: 3.11225979e+01 + syst_JES_Zjet_Stat6_minus: -3.10893638e+01 + syst_JES_Zjet_Stat7_plus: 3.03164961e+01 + syst_JES_Zjet_Stat7_minus: -2.94326127e+01 + syst_JES_Zjet_Stat8_plus: 1.59947554e+01 + syst_JES_Zjet_Stat8_minus: -1.82787103e+01 + syst_JES_Zjet_Stat9_plus: 4.28011735e+00 + syst_JES_Zjet_Stat9_minus: -4.45689404e+00 + syst_JES_Zjet_Veto_plus: 3.77142473e+01 + syst_JES_Zjet_Veto_minus: -3.44735769e+01 + syst_JES_Zjet_dPhi_plus: 2.38577828e+00 + syst_JES_Zjet_dPhi_minus: -2.47699505e+00 + syst_Unfolding_bias_plus: 3.64089282e+00 + syst_Unfolding_bias_minus: -3.64089282e+00 + syst_jetselection_BCH_plus: 4.72842305e+01 + syst_jetselection_BCH_minus: -4.72842305e+01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 472.6160304094646 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -438.63247850563914 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0034273465684111952 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0037554441148817536 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.72616030e+02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.38632479e+02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.42734657e-03 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.75544411e-03 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -529.4603445490511 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 570.9816547403252 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 79.88680281811257 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -74.14297443453425 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0008850148473330829 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0009695848183629938 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.29460345e+02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.70981655e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.98868028e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.41429744e+01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 8.85014847e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -9.69584818e-04 luminosity_uncertainty: 292.71 statistical_uncertainty: 140.0 -- syst_JAR_plus: 1.8257497090236654 - syst_JAR_minus: -1.8257497090236654 - syst_JER_DataMC_Difference_plus: 1.4990663761154808 - syst_JER_DataMC_Difference_minus: -1.4990663761154808 - syst_JER_NP0_plus: 26.679138854168436 - syst_JER_NP0_minus: -26.679138854168436 - syst_JER_NP1_plus: 6.089603599578547 - syst_JER_NP1_minus: -6.089603599578547 - syst_JER_NP2_plus: 19.721208127292808 - syst_JER_NP2_minus: -19.721208127292808 - syst_JER_NP3_plus: 34.36114692497909 - syst_JER_NP3_minus: -34.36114692497909 - syst_JER_NP4_plus: 17.366542545941606 - syst_JER_NP4_minus: -17.366542545941606 - syst_JER_NP5_plus: 4.449115867225757 - syst_JER_NP5_minus: -4.449115867225757 - syst_JER_NP6_plus: 2.8160527560754254 - syst_JER_NP6_minus: -2.8160527560754254 - syst_JER_NP7_plus: 1.7119055172526314 - syst_JER_NP7_minus: -1.7119055172526314 - syst_JER_NP8_plus: 1.885853785424522 - syst_JER_NP8_minus: -1.885853785424522 - syst_JER_NoiseInSitu_plus: 24.289117933757908 - syst_JER_NoiseInSitu_minus: -24.289117933757908 +- syst_JAR_plus: 1.82574971e+00 + syst_JAR_minus: -1.82574971e+00 + syst_JER_DataMC_Difference_plus: 1.49906638e+00 + syst_JER_DataMC_Difference_minus: -1.49906638e+00 + syst_JER_NP0_plus: 2.66791389e+01 + syst_JER_NP0_minus: -2.66791389e+01 + syst_JER_NP1_plus: 6.08960360e+00 + syst_JER_NP1_minus: -6.08960360e+00 + syst_JER_NP2_plus: 1.97212081e+01 + syst_JER_NP2_minus: -1.97212081e+01 + syst_JER_NP3_plus: 3.43611469e+01 + syst_JER_NP3_minus: -3.43611469e+01 + syst_JER_NP4_plus: 1.73665425e+01 + syst_JER_NP4_minus: -1.73665425e+01 + syst_JER_NP5_plus: 4.44911587e+00 + syst_JER_NP5_minus: -4.44911587e+00 + syst_JER_NP6_plus: 2.81605276e+00 + syst_JER_NP6_minus: -2.81605276e+00 + syst_JER_NP7_plus: 1.71190552e+00 + syst_JER_NP7_minus: -1.71190552e+00 + syst_JER_NP8_plus: 1.88585379e+00 + syst_JER_NP8_minus: -1.88585379e+00 + syst_JER_NoiseInSitu_plus: 2.42891179e+01 + syst_JER_NoiseInSitu_minus: -2.42891179e+01 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 4.671854503299519 - syst_JES_EtaIntercalibration_Stat10_minus: -4.150716805565033 + syst_JES_EtaIntercalibration_Stat10_plus: 4.67185450e+00 + syst_JES_EtaIntercalibration_Stat10_minus: -4.15071681e+00 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -4084,8 +4084,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 4.562960058996791 - syst_JES_EtaIntercalibration_Stat11_minus: -4.657005260894602 + syst_JES_EtaIntercalibration_Stat11_plus: 4.56296006e+00 + 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5.10955360e+00 + syst_Unfolding_bias_minus: -5.10955360e+00 + syst_jetselection_BCH_plus: 2.66579257e+01 + syst_jetselection_BCH_minus: -2.66579257e+01 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.18379981e+00 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.44967196e+00 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.87821703e+02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.78480823e+02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.62210296e-03 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.00323351e-03 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 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+ syst_JER_NP3_plus: 4.42224581e+00 + syst_JER_NP3_minus: -4.42224581e+00 + syst_JER_NP4_plus: 1.36471609e+00 + syst_JER_NP4_minus: -1.36471609e+00 + syst_JER_NP5_plus: 8.52912199e-01 + syst_JER_NP5_minus: -8.52912199e-01 + syst_JER_NP6_plus: 5.84353044e-01 + syst_JER_NP6_minus: -5.84353044e-01 + syst_JER_NP7_plus: 5.63351973e-01 + syst_JER_NP7_minus: -5.63351973e-01 + syst_JER_NP8_plus: 4.10475486e-01 + syst_JER_NP8_minus: -4.10475486e-01 + syst_JER_NoiseInSitu_plus: 3.62816489e+00 + syst_JER_NoiseInSitu_minus: -3.62816489e+00 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 0.8353052406156686 - syst_JES_EtaIntercalibration_Stat10_minus: -0.5656147142711193 + syst_JES_EtaIntercalibration_Stat10_plus: 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1.66947911e-02 + syst_JES_MJB_Stat1_plus: -2.16091832e-02 + syst_JES_MJB_Stat1_minus: 1.50896587e-02 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: -0.0 - syst_JES_MJB_Stat2_plus: 0.010015460448726258 - syst_JES_MJB_Stat2_minus: -0.011518769465528858 - syst_JES_MJB_Stat3_plus: -0.0028383266196828016 - syst_JES_MJB_Stat3_minus: 0.005289865830056561 + syst_JES_MJB_Stat2_plus: 1.00154604e-02 + syst_JES_MJB_Stat2_minus: -1.15187695e-02 + syst_JES_MJB_Stat3_plus: -2.83832662e-03 + syst_JES_MJB_Stat3_minus: 5.28986583e-03 syst_JES_MJB_Stat4_plus: 0.0 - syst_JES_MJB_Stat4_minus: -0.004266682317679627 - syst_JES_MJB_Stat5_plus: 0.002004647724663862 - syst_JES_MJB_Stat5_minus: -0.0033820917344152567 - syst_JES_MJB_Stat6_plus: 0.0017988796513385766 + syst_JES_MJB_Stat4_minus: -4.26668232e-03 + syst_JES_MJB_Stat5_plus: 2.00464772e-03 + syst_JES_MJB_Stat5_minus: -3.38209173e-03 + syst_JES_MJB_Stat6_plus: 1.79887965e-03 syst_JES_MJB_Stat6_minus: 0.0 syst_JES_MJB_Stat7_plus: -0.0 - syst_JES_MJB_Stat7_minus: -0.0015916973644509184 + syst_JES_MJB_Stat7_minus: -1.59169736e-03 syst_JES_MJB_Stat8_plus: -0.0 - syst_JES_MJB_Stat8_minus: -0.0016489730137270286 + syst_JES_MJB_Stat8_minus: -1.64897301e-03 syst_JES_MJB_Stat9_plus: 0.0 syst_JES_MJB_Stat9_minus: -0.0 - syst_JES_MJB_Threshold_plus: -0.040036385950782315 - syst_JES_MJB_Threshold_minus: 0.04422952916321854 - syst_JES_Pileup_MuOffset_plus: -1.6970562748477138 - syst_JES_Pileup_MuOffset_minus: 1.8547410870523142 - syst_JES_Pileup_NPVOffset_plus: 1.8978746007046936 - syst_JES_Pileup_NPVOffset_minus: -1.7034202358783928 - syst_JES_Pileup_Pt_term_plus: 11.214713549618642 - syst_JES_Pileup_Pt_term_minus: -10.585388514362617 - syst_JES_Punch_through_plus: 0.4134453349597743 - syst_JES_Punch_through_minus: -0.37158461351353067 - syst_JES_SingleParticle_HighPt_plus: 0.00391383603386754 + syst_JES_MJB_Threshold_plus: -4.00363860e-02 + syst_JES_MJB_Threshold_minus: 4.42295292e-02 + syst_JES_Pileup_MuOffset_plus: -1.69705627e+00 + syst_JES_Pileup_MuOffset_minus: 1.85474109e+00 + syst_JES_Pileup_NPVOffset_plus: 1.89787460e+00 + syst_JES_Pileup_NPVOffset_minus: -1.70342024e+00 + syst_JES_Pileup_Pt_term_plus: 1.12147135e+01 + syst_JES_Pileup_Pt_term_minus: -1.05853885e+01 + syst_JES_Punch_through_plus: 4.13445335e-01 + syst_JES_Punch_through_minus: -3.71584614e-01 + syst_JES_SingleParticle_HighPt_plus: 3.91383603e-03 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.9134405399367821 - syst_JES_Zjet_JVF_minus: -0.7882826396667632 - syst_JES_Zjet_MC_plus: 17.635243122792495 - syst_JES_Zjet_MC_minus: -17.281689732199222 - syst_JES_Zjet_MuScale_plus: 0.9677463407319089 - syst_JES_Zjet_MuScale_minus: -0.8572962615105701 - syst_JES_Zjet_MuSmearID_plus: 0.12049099551418768 - syst_JES_Zjet_MuSmearID_minus: -0.1056417531092702 - syst_JES_Zjet_MuSmearMS_plus: 0.021432406537764254 - syst_JES_Zjet_MuSmearMS_minus: -0.018278710293672253 - syst_JES_Zjet_OOC_plus: 3.411083112443905 - syst_JES_Zjet_OOC_minus: -3.217335854398791 - syst_JES_Zjet_Stat1_plus: 0.10542962107491424 - syst_JES_Zjet_Stat1_minus: -0.10613672785610079 - syst_JES_Zjet_Stat10_plus: 1.7861517292772189 - syst_JES_Zjet_Stat10_minus: -1.4651252506185264 - syst_JES_Zjet_Stat11_plus: -0.6231732062597043 - syst_JES_Zjet_Stat11_minus: 0.747341157036062 - syst_JES_Zjet_Stat2_plus: 0.14941166286471746 - syst_JES_Zjet_Stat2_minus: -0.11016723650886409 - syst_JES_Zjet_Stat3_plus: 0.10712667734976195 - syst_JES_Zjet_Stat3_minus: -0.10712667734976195 - syst_JES_Zjet_Stat4_plus: 0.19622213177926695 - syst_JES_Zjet_Stat4_minus: -0.1784737515714846 - syst_JES_Zjet_Stat5_plus: 0.3437953170128994 - syst_JES_Zjet_Stat5_minus: -0.32731972901125284 - syst_JES_Zjet_Stat6_plus: 0.7121979500110907 - syst_JES_Zjet_Stat6_minus: -0.6529424017476579 - syst_JES_Zjet_Stat7_plus: 0.7772517738802529 - syst_JES_Zjet_Stat7_minus: -0.7257744002098723 - syst_JES_Zjet_Stat8_plus: 1.6645293629131328 - syst_JES_Zjet_Stat8_minus: -1.5372501422995541 - syst_JES_Zjet_Stat9_plus: 2.659428604042605 - syst_JES_Zjet_Stat9_minus: -2.5130575003369895 - syst_JES_Zjet_Veto_plus: 3.6833192232007255 - syst_JES_Zjet_Veto_minus: -3.484622217687306 - syst_JES_Zjet_dPhi_plus: 0.2386485386504598 - syst_JES_Zjet_dPhi_minus: -0.19473720753877516 - syst_Unfolding_bias_plus: 0.7360981592151958 - syst_Unfolding_bias_minus: -0.7360981592151958 - syst_jetselection_BCH_plus: 4.64286312527087 - syst_jetselection_BCH_minus: -4.64286312527087 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.8818652173119235 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.106018066948059 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 34.3816530216335 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -33.202198910614335 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.03845953782873632 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.04254661502399456 + syst_JES_Zjet_JVF_plus: 9.13440540e-01 + syst_JES_Zjet_JVF_minus: -7.88282640e-01 + syst_JES_Zjet_MC_plus: 1.76352431e+01 + syst_JES_Zjet_MC_minus: -1.72816897e+01 + syst_JES_Zjet_MuScale_plus: 9.67746341e-01 + syst_JES_Zjet_MuScale_minus: -8.57296262e-01 + syst_JES_Zjet_MuSmearID_plus: 1.20490996e-01 + syst_JES_Zjet_MuSmearID_minus: -1.05641753e-01 + syst_JES_Zjet_MuSmearMS_plus: 2.14324065e-02 + syst_JES_Zjet_MuSmearMS_minus: -1.82787103e-02 + syst_JES_Zjet_OOC_plus: 3.41108311e+00 + syst_JES_Zjet_OOC_minus: -3.21733585e+00 + syst_JES_Zjet_Stat1_plus: 1.05429621e-01 + syst_JES_Zjet_Stat1_minus: -1.06136728e-01 + syst_JES_Zjet_Stat10_plus: 1.78615173e+00 + syst_JES_Zjet_Stat10_minus: -1.46512525e+00 + syst_JES_Zjet_Stat11_plus: -6.23173206e-01 + syst_JES_Zjet_Stat11_minus: 7.47341157e-01 + syst_JES_Zjet_Stat2_plus: 1.49411663e-01 + syst_JES_Zjet_Stat2_minus: -1.10167237e-01 + syst_JES_Zjet_Stat3_plus: 1.07126677e-01 + syst_JES_Zjet_Stat3_minus: -1.07126677e-01 + syst_JES_Zjet_Stat4_plus: 1.96222132e-01 + syst_JES_Zjet_Stat4_minus: -1.78473752e-01 + syst_JES_Zjet_Stat5_plus: 3.43795317e-01 + syst_JES_Zjet_Stat5_minus: -3.27319729e-01 + syst_JES_Zjet_Stat6_plus: 7.12197950e-01 + syst_JES_Zjet_Stat6_minus: -6.52942402e-01 + syst_JES_Zjet_Stat7_plus: 7.77251774e-01 + syst_JES_Zjet_Stat7_minus: -7.25774400e-01 + syst_JES_Zjet_Stat8_plus: 1.66452936e+00 + syst_JES_Zjet_Stat8_minus: -1.53725014e+00 + syst_JES_Zjet_Stat9_plus: 2.65942860e+00 + syst_JES_Zjet_Stat9_minus: -2.51305750e+00 + syst_JES_Zjet_Veto_plus: 3.68331922e+00 + syst_JES_Zjet_Veto_minus: -3.48462222e+00 + syst_JES_Zjet_dPhi_plus: 2.38648539e-01 + syst_JES_Zjet_dPhi_minus: -1.94737208e-01 + syst_Unfolding_bias_plus: 7.36098159e-01 + syst_Unfolding_bias_minus: -7.36098159e-01 + syst_jetselection_BCH_plus: 4.64286313e+00 + syst_jetselection_BCH_minus: -4.64286313e+00 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.88186522e+00 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.10601807e+00 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.43816530e+01 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.32021989e+01 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -3.84595378e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 4.25466150e-02 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -45.109169999014604 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 47.184528401797124 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.9982358134032605 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.757819507799835 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0108753022946491 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.012034957415795038 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.51091700e+01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.71845284e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.99823581e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.75781951e+00 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.08753023e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.20349574e-02 luminosity_uncertainty: 30.93 statistical_uncertainty: 13.506 -- syst_JAR_plus: 0.2146776187682358 - syst_JAR_minus: -0.2146776187682358 - syst_JER_DataMC_Difference_plus: 0.1953028929637244 - syst_JER_DataMC_Difference_minus: -0.1953028929637244 - syst_JER_NP0_plus: 1.617153208573634 - syst_JER_NP0_minus: -1.617153208573634 - syst_JER_NP1_plus: 0.3965454828894158 - syst_JER_NP1_minus: -0.3965454828894158 - syst_JER_NP2_plus: 0.8662765176316394 - syst_JER_NP2_minus: -0.8662765176316394 - syst_JER_NP3_plus: 2.018789860287593 - syst_JER_NP3_minus: -2.018789860287593 - syst_JER_NP4_plus: 0.6746505799300849 - syst_JER_NP4_minus: -0.6746505799300849 - syst_JER_NP5_plus: 0.4224255910808435 - syst_JER_NP5_minus: -0.4224255910808435 - syst_JER_NP6_plus: 0.2943685530079597 - syst_JER_NP6_minus: -0.2943685530079597 - syst_JER_NP7_plus: 0.4058085817229596 - syst_JER_NP7_minus: -0.4058085817229596 - syst_JER_NP8_plus: 0.20612162671587858 - syst_JER_NP8_minus: -0.20612162671587858 - syst_JER_NoiseInSitu_plus: 1.2833988078535836 - syst_JER_NoiseInSitu_minus: -1.2833988078535836 +- syst_JAR_plus: 2.14677619e-01 + syst_JAR_minus: -2.14677619e-01 + syst_JER_DataMC_Difference_plus: 1.95302893e-01 + syst_JER_DataMC_Difference_minus: -1.95302893e-01 + syst_JER_NP0_plus: 1.61715321e+00 + syst_JER_NP0_minus: -1.61715321e+00 + syst_JER_NP1_plus: 3.96545483e-01 + syst_JER_NP1_minus: -3.96545483e-01 + syst_JER_NP2_plus: 8.66276518e-01 + syst_JER_NP2_minus: -8.66276518e-01 + syst_JER_NP3_plus: 2.01878986e+00 + syst_JER_NP3_minus: -2.01878986e+00 + syst_JER_NP4_plus: 6.74650580e-01 + syst_JER_NP4_minus: -6.74650580e-01 + syst_JER_NP5_plus: 4.22425591e-01 + syst_JER_NP5_minus: -4.22425591e-01 + syst_JER_NP6_plus: 2.94368553e-01 + syst_JER_NP6_minus: -2.94368553e-01 + syst_JER_NP7_plus: 4.05808582e-01 + syst_JER_NP7_minus: -4.05808582e-01 + syst_JER_NP8_plus: 2.06121627e-01 + syst_JER_NP8_minus: -2.06121627e-01 + syst_JER_NoiseInSitu_plus: 1.28339881e+00 + syst_JER_NoiseInSitu_minus: -1.28339881e+00 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 0.3408961792100345 - syst_JES_EtaIntercalibration_Stat10_minus: -0.23200173490730622 + syst_JES_EtaIntercalibration_Stat10_plus: 3.40896179e-01 + syst_JES_EtaIntercalibration_Stat10_minus: -2.32001735e-01 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -6100,8 +6100,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 0.20449528111914955 - syst_JES_EtaIntercalibration_Stat11_minus: -0.2667206778635657 + syst_JES_EtaIntercalibration_Stat11_plus: 2.04495281e-01 + syst_JES_EtaIntercalibration_Stat11_minus: -2.66720678e-01 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -6114,16 +6114,16 @@ bins: syst_JES_EtaIntercalibration_Stat114_minus: 0.0 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 - syst_JES_EtaIntercalibration_Stat116_plus: 0.25038651121815647 - syst_JES_EtaIntercalibration_Stat116_minus: -0.23567869016947626 - syst_JES_EtaIntercalibration_Stat117_plus: 0.690631193184901 - syst_JES_EtaIntercalibration_Stat117_minus: -0.5946768029778864 - syst_JES_EtaIntercalibration_Stat118_plus: 0.590858426359479 - syst_JES_EtaIntercalibration_Stat118_minus: -0.6057076687643966 - syst_JES_EtaIntercalibration_Stat119_plus: 0.18335278836167174 - syst_JES_EtaIntercalibration_Stat119_minus: -0.2665792565073284 - syst_JES_EtaIntercalibration_Stat12_plus: 0.0705975410336649 - syst_JES_EtaIntercalibration_Stat12_minus: -0.09471695333993804 + 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1.66735779e-02 luminosity_uncertainty: 8.012 statistical_uncertainty: 2.8412 -- syst_JAR_plus: 0.058583796821305455 - syst_JAR_minus: -0.058583796821305455 - syst_JER_DataMC_Difference_plus: 0.048012550442566575 - syst_JER_DataMC_Difference_minus: -0.048012550442566575 - syst_JER_NP0_plus: 0.6137686860699232 - syst_JER_NP0_minus: -0.6137686860699232 - syst_JER_NP1_plus: 0.11207642481806777 - syst_JER_NP1_minus: -0.11207642481806777 - syst_JER_NP2_plus: 0.4283652880428105 - syst_JER_NP2_minus: -0.4283652880428105 - syst_JER_NP3_plus: 0.670337228564847 - syst_JER_NP3_minus: -0.670337228564847 - syst_JER_NP4_plus: 0.33757277733845775 - syst_JER_NP4_minus: -0.33757277733845775 - syst_JER_NP5_plus: 0.11398561312727146 - syst_JER_NP5_minus: -0.11398561312727146 - syst_JER_NP6_plus: 0.07826964960953894 - syst_JER_NP6_minus: -0.07826964960953894 - syst_JER_NP7_plus: 0.15952328983568512 - syst_JER_NP7_minus: -0.15952328983568512 - syst_JER_NP8_plus: 0.052750165876516444 - syst_JER_NP8_minus: 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+ syst_JER_NoiseInSitu_minus: -2.67427785e-01 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 0.051364236585390806 - syst_JES_EtaIntercalibration_Stat10_minus: -0.04502148875814748 + syst_JES_EtaIntercalibration_Stat10_plus: 5.13642366e-02 + syst_JES_EtaIntercalibration_Stat10_minus: -4.50214888e-02 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -7444,8 +7444,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 0.04199507173466906 - syst_JES_EtaIntercalibration_Stat11_minus: 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syst_JES_Gjet_Stat8_plus: 2.00676905e-01 + syst_JES_Gjet_Stat8_minus: -2.15879700e-01 + syst_JES_Gjet_Stat9_plus: 7.65018827e-02 + syst_JES_Gjet_Stat9_minus: -9.45967452e-02 + syst_JES_Gjet_Veto_plus: 4.94904036e-02 + syst_JES_Gjet_Veto_minus: -5.25380338e-02 + syst_JES_Gjet_dPhi_plus: 1.73594715e-01 + syst_JES_Gjet_dPhi_minus: -1.84979134e-01 + syst_JES_LArESZee_plus: 2.61558798e+00 + syst_JES_LArESZee_minus: -2.56326208e+00 + syst_JES_LArESmaterial_plus: 3.55533290e+00 + syst_JES_LArESmaterial_minus: -3.49240039e+00 + syst_JES_LArESpresampler_plus: 1.33289628e+00 + syst_JES_LArESpresampler_minus: -1.34067446e+00 + syst_JES_LArEsmear_plus: 2.75043325e-01 + syst_JES_LArEsmear_minus: -2.89135963e-01 + syst_JES_MJB_Alpha_plus: -1.47431764e-03 + syst_JES_MJB_Alpha_minus: 5.04379267e-03 + syst_JES_MJB_Asym_plus: -2.16233254e-02 + syst_JES_MJB_Asym_minus: 2.32567420e-02 + syst_JES_MJB_Beta_plus: -1.49340952e-02 + syst_JES_MJB_Beta_minus: 1.33784603e-02 + syst_JES_MJB_Stat1_plus: -1.30461201e-02 + syst_JES_MJB_Stat1_minus: 5.91282690e-03 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: -0.0 - syst_JES_MJB_Stat2_plus: -0.006821459118106623 - syst_JES_MJB_Stat2_minus: 0.007401993785460779 - syst_JES_MJB_Stat3_plus: -0.00015167440456451443 - syst_JES_MJB_Stat3_minus: 0.002167989391117955 + syst_JES_MJB_Stat2_plus: -6.82145912e-03 + syst_JES_MJB_Stat2_minus: 7.40199379e-03 + syst_JES_MJB_Stat3_plus: -1.51674405e-04 + syst_JES_MJB_Stat3_minus: 2.16798939e-03 syst_JES_MJB_Stat4_plus: 0.0 - syst_JES_MJB_Stat4_minus: -0.0005852015721099867 - syst_JES_MJB_Stat5_plus: 0.0002749231165253297 - syst_JES_MJB_Stat5_minus: -0.00046393275913649375 - syst_JES_MJB_Stat6_plus: 0.0002467802666341051 + syst_JES_MJB_Stat4_minus: -5.85201572e-04 + syst_JES_MJB_Stat5_plus: 2.74923117e-04 + syst_JES_MJB_Stat5_minus: -4.63932759e-04 + syst_JES_MJB_Stat6_plus: 2.46780267e-04 syst_JES_MJB_Stat6_minus: 0.0 syst_JES_MJB_Stat7_plus: 0.0 - syst_JES_MJB_Stat7_minus: -0.00021835457403040587 + syst_JES_MJB_Stat7_minus: -2.18354574e-04 syst_JES_MJB_Stat8_plus: 0.0 - syst_JES_MJB_Stat8_minus: -0.00022620345930157655 - syst_JES_MJB_Stat9_plus: 7.370881087088571e-41 - syst_JES_MJB_Stat9_minus: -2.1764746724921933e-41 - syst_JES_MJB_Threshold_plus: -0.036140227586444446 - syst_JES_MJB_Threshold_minus: 0.03174202340746412 - syst_JES_Pileup_MuOffset_plus: -0.18915106396740147 - syst_JES_Pileup_MuOffset_minus: 0.18964603871423202 - syst_JES_Pileup_NPVOffset_plus: 0.1348452631722746 - syst_JES_Pileup_NPVOffset_minus: -0.1653215654414148 - syst_JES_Pileup_Pt_term_plus: 1.24521504166951 - syst_JES_Pileup_Pt_term_minus: -1.2466292552318832 - syst_JES_Punch_through_plus: 0.07938687832381368 - syst_JES_Punch_through_minus: -0.040587929240107824 - syst_JES_SingleParticle_HighPt_plus: 0.0005368354682768269 + syst_JES_MJB_Stat8_minus: -2.26203459e-04 + syst_JES_MJB_Stat9_plus: 7.37088109e-41 + syst_JES_MJB_Stat9_minus: -2.17647467e-41 + syst_JES_MJB_Threshold_plus: -3.61402276e-02 + syst_JES_MJB_Threshold_minus: 3.17420234e-02 + syst_JES_Pileup_MuOffset_plus: -1.89151064e-01 + syst_JES_Pileup_MuOffset_minus: 1.89646039e-01 + syst_JES_Pileup_NPVOffset_plus: 1.34845263e-01 + syst_JES_Pileup_NPVOffset_minus: -1.65321565e-01 + syst_JES_Pileup_Pt_term_plus: 1.24521504e+00 + syst_JES_Pileup_Pt_term_minus: -1.24662926e+00 + syst_JES_Punch_through_plus: 7.93868783e-02 + syst_JES_Punch_through_minus: -4.05879292e-02 + syst_JES_SingleParticle_HighPt_plus: 5.36835468e-04 syst_JES_SingleParticle_HighPt_minus: -0.0 - syst_JES_Zjet_JVF_plus: 0.13357247096613883 - syst_JES_Zjet_JVF_minus: -0.14304770183403856 - syst_JES_Zjet_MC_plus: 2.476287947715289 - syst_JES_Zjet_MC_minus: -2.4338615408440964 - syst_JES_Zjet_MuScale_plus: 0.24833590155271548 - syst_JES_Zjet_MuScale_minus: -0.25950818869546294 - syst_JES_Zjet_MuSmearID_plus: 0.02620537731077345 - syst_JES_Zjet_MuSmearID_minus: -0.021665751775555814 - syst_JES_Zjet_MuSmearMS_plus: 0.0025957889937358158 - syst_JES_Zjet_MuSmearMS_minus: -0.004111825932599774 - syst_JES_Zjet_OOC_plus: 0.5957374631496662 - syst_JES_Zjet_OOC_minus: -0.6094553347046853 - syst_JES_Zjet_Stat1_plus: 0.00682216622488781 - syst_JES_Zjet_Stat1_minus: -0.00391383603386754 - syst_JES_Zjet_Stat10_plus: 0.49645967107107497 - syst_JES_Zjet_Stat10_minus: -0.504449977698483 - syst_JES_Zjet_Stat11_plus: 0.6315170662777055 - syst_JES_Zjet_Stat11_minus: -0.6599427588814047 - syst_JES_Zjet_Stat2_plus: 0.013420886706920671 - syst_JES_Zjet_Stat2_minus: -0.012105668093913693 - syst_JES_Zjet_Stat3_plus: 0.009007126178754241 - syst_JES_Zjet_Stat3_minus: -0.010931870837144024 - syst_JES_Zjet_Stat4_plus: 0.014057282809988563 - syst_JES_Zjet_Stat4_minus: -0.011306637431172894 - syst_JES_Zjet_Stat5_plus: 0.019417152211382592 - syst_JES_Zjet_Stat5_minus: -0.015054303371461596 - syst_JES_Zjet_Stat6_plus: 0.02845397687494667 - syst_JES_Zjet_Stat6_minus: -0.029698484809834995 - syst_JES_Zjet_Stat7_plus: 0.021446548673387984 - syst_JES_Zjet_Stat7_minus: -0.023765858915679863 - syst_JES_Zjet_Stat8_plus: 0.058088822074474876 - syst_JES_Zjet_Stat8_minus: -0.06671552480495076 - syst_JES_Zjet_Stat9_plus: 0.28150628065817646 - syst_JES_Zjet_Stat9_minus: -0.29726769081082455 - syst_JES_Zjet_Veto_plus: 0.9614530903793486 - syst_JES_Zjet_Veto_minus: -0.9920001033266075 - syst_JES_Zjet_dPhi_plus: 0.036154369722068175 - syst_JES_Zjet_dPhi_minus: -0.040792990206651926 - syst_Unfolding_bias_plus: -0.05205720123095363 - syst_Unfolding_bias_minus: 0.05205720123095363 - syst_jetselection_BCH_plus: 0.43260792872992976 - syst_jetselection_BCH_minus: -0.43260792872992976 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.1299566363361029 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.176625683894415 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.4358318497854343 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.346029288574743 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.034768440430942536 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.030448017997892735 + syst_JES_Zjet_JVF_plus: 1.33572471e-01 + syst_JES_Zjet_JVF_minus: -1.43047702e-01 + syst_JES_Zjet_MC_plus: 2.47628795e+00 + syst_JES_Zjet_MC_minus: -2.43386154e+00 + syst_JES_Zjet_MuScale_plus: 2.48335902e-01 + syst_JES_Zjet_MuScale_minus: -2.59508189e-01 + syst_JES_Zjet_MuSmearID_plus: 2.62053773e-02 + syst_JES_Zjet_MuSmearID_minus: -2.16657518e-02 + syst_JES_Zjet_MuSmearMS_plus: 2.59578899e-03 + syst_JES_Zjet_MuSmearMS_minus: -4.11182593e-03 + syst_JES_Zjet_OOC_plus: 5.95737463e-01 + syst_JES_Zjet_OOC_minus: -6.09455335e-01 + syst_JES_Zjet_Stat1_plus: 6.82216622e-03 + syst_JES_Zjet_Stat1_minus: -3.91383603e-03 + syst_JES_Zjet_Stat10_plus: 4.96459671e-01 + syst_JES_Zjet_Stat10_minus: -5.04449978e-01 + syst_JES_Zjet_Stat11_plus: 6.31517066e-01 + syst_JES_Zjet_Stat11_minus: -6.59942759e-01 + syst_JES_Zjet_Stat2_plus: 1.34208867e-02 + syst_JES_Zjet_Stat2_minus: -1.21056681e-02 + syst_JES_Zjet_Stat3_plus: 9.00712618e-03 + syst_JES_Zjet_Stat3_minus: -1.09318708e-02 + syst_JES_Zjet_Stat4_plus: 1.40572828e-02 + syst_JES_Zjet_Stat4_minus: -1.13066374e-02 + syst_JES_Zjet_Stat5_plus: 1.94171522e-02 + syst_JES_Zjet_Stat5_minus: -1.50543034e-02 + syst_JES_Zjet_Stat6_plus: 2.84539769e-02 + syst_JES_Zjet_Stat6_minus: -2.96984848e-02 + syst_JES_Zjet_Stat7_plus: 2.14465487e-02 + syst_JES_Zjet_Stat7_minus: -2.37658589e-02 + syst_JES_Zjet_Stat8_plus: 5.80888221e-02 + syst_JES_Zjet_Stat8_minus: -6.67155248e-02 + syst_JES_Zjet_Stat9_plus: 2.81506281e-01 + syst_JES_Zjet_Stat9_minus: -2.97267691e-01 + syst_JES_Zjet_Veto_plus: 9.61453090e-01 + syst_JES_Zjet_Veto_minus: -9.92000103e-01 + syst_JES_Zjet_dPhi_plus: 3.61543697e-02 + syst_JES_Zjet_dPhi_minus: -4.07929902e-02 + syst_Unfolding_bias_plus: -5.20572012e-02 + syst_Unfolding_bias_minus: 5.20572012e-02 + syst_jetselection_BCH_plus: 4.32607929e-01 + syst_jetselection_BCH_minus: -4.32607929e-01 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.12995664e+00 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.17662568e+00 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.43583185e+00 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.34602929e+00 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -3.47684404e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 3.04480180e-02 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.110260707635179 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.32097852842877 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.9864139597552337 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.9604631408856875 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.012169307704220481 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.010656099192481271 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.11026071e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.32097853e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.86413960e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.60463141e-01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.21693077e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.06560992e-02 luminosity_uncertainty: 4.242 statistical_uncertainty: 1.1648 -- syst_JAR_plus: 0.03252691193458118 - syst_JAR_minus: -0.03252691193458118 - syst_JER_DataMC_Difference_plus: 0.026495291091059935 - syst_JER_DataMC_Difference_minus: -0.026495291091059935 - syst_JER_NP0_plus: 0.30087393539487595 - syst_JER_NP0_minus: -0.30087393539487595 - syst_JER_NP1_plus: 0.0652730269713302 - syst_JER_NP1_minus: -0.0652730269713302 - syst_JER_NP2_plus: 0.20209111806311528 - syst_JER_NP2_minus: -0.20209111806311528 - syst_JER_NP3_plus: 0.3155817564435561 - syst_JER_NP3_minus: -0.3155817564435561 - syst_JER_NP4_plus: 0.1586040510201426 - syst_JER_NP4_minus: -0.1586040510201426 - syst_JER_NP5_plus: 0.06315170662777056 - syst_JER_NP5_minus: -0.06315170662777056 - syst_JER_NP6_plus: 0.04308401617769634 - syst_JER_NP6_minus: -0.04308401617769634 - syst_JER_NP7_plus: 0.09219965319891393 - syst_JER_NP7_minus: -0.09219965319891393 - syst_JER_NP8_plus: 0.028602469298995844 - syst_JER_NP8_minus: -0.028602469298995844 - syst_JER_NoiseInSitu_plus: 0.14891668811788691 - syst_JER_NoiseInSitu_minus: -0.14891668811788691 +- syst_JAR_plus: 3.25269119e-02 + syst_JAR_minus: -3.25269119e-02 + syst_JER_DataMC_Difference_plus: 2.64952911e-02 + syst_JER_DataMC_Difference_minus: -2.64952911e-02 + syst_JER_NP0_plus: 3.00873935e-01 + syst_JER_NP0_minus: -3.00873935e-01 + syst_JER_NP1_plus: 6.52730270e-02 + syst_JER_NP1_minus: -6.52730270e-02 + syst_JER_NP2_plus: 2.02091118e-01 + syst_JER_NP2_minus: -2.02091118e-01 + syst_JER_NP3_plus: 3.15581756e-01 + syst_JER_NP3_minus: -3.15581756e-01 + syst_JER_NP4_plus: 1.58604051e-01 + syst_JER_NP4_minus: -1.58604051e-01 + syst_JER_NP5_plus: 6.31517066e-02 + syst_JER_NP5_minus: -6.31517066e-02 + syst_JER_NP6_plus: 4.30840162e-02 + syst_JER_NP6_minus: -4.30840162e-02 + syst_JER_NP7_plus: 9.21996532e-02 + syst_JER_NP7_minus: -9.21996532e-02 + syst_JER_NP8_plus: 2.86024693e-02 + syst_JER_NP8_minus: -2.86024693e-02 + syst_JER_NoiseInSitu_plus: 1.48916688e-01 + syst_JER_NoiseInSitu_minus: -1.48916688e-01 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 0.02381535639036292 - syst_JES_EtaIntercalibration_Stat10_minus: -0.022273863607376244 + syst_JES_EtaIntercalibration_Stat10_plus: 2.38153564e-02 + syst_JES_EtaIntercalibration_Stat10_minus: -2.22738636e-02 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -8116,8 +8116,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 0.0203576042303607 - syst_JES_EtaIntercalibration_Stat11_minus: 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syst_JES_Pileup_Pt_term_plus: 0.1921916231265036 - syst_JES_Pileup_Pt_term_minus: -0.18851466786433355 - syst_JES_Punch_through_plus: 0.0036967542520432704 - syst_JES_Punch_through_minus: -0.0030320738777279157 - syst_JES_SingleParticle_HighPt_plus: 9.678877620881463e-05 + syst_JES_MJB_Stat8_minus: -4.07859191e-05 + syst_JES_MJB_Stat9_plus: 7.18844754e-18 + syst_JES_MJB_Stat9_minus: -2.12273456e-18 + syst_JES_MJB_Threshold_plus: 2.14536197e-02 + syst_JES_MJB_Threshold_minus: -1.95090761e-02 + syst_JES_Pileup_MuOffset_plus: -2.45931738e-02 + syst_JES_Pileup_MuOffset_minus: 2.19344524e-02 + syst_JES_Pileup_NPVOffset_plus: 2.33557370e-02 + syst_JES_Pileup_NPVOffset_minus: -2.19980920e-02 + syst_JES_Pileup_Pt_term_plus: 1.92191623e-01 + syst_JES_Pileup_Pt_term_minus: -1.88514668e-01 + syst_JES_Punch_through_plus: 3.69675425e-03 + syst_JES_Punch_through_minus: -3.03207388e-03 + syst_JES_SingleParticle_HighPt_plus: 9.67887762e-05 syst_JES_SingleParticle_HighPt_minus: -0.0 - syst_JES_Zjet_JVF_plus: 0.017451395359683992 - syst_JES_Zjet_JVF_minus: -0.018526197667087546 - syst_JES_Zjet_MC_plus: 0.358220295349105 - syst_JES_Zjet_MC_minus: -0.35072496346852755 - syst_JES_Zjet_MuScale_plus: 0.04701552988109354 - syst_JES_Zjet_MuScale_minus: -0.04842267237565477 - syst_JES_Zjet_MuSmearID_plus: 0.003963333508550599 - syst_JES_Zjet_MuSmearID_minus: -0.0034916932854991713 - syst_JES_Zjet_MuSmearMS_plus: 0.0004701552988109354 - syst_JES_Zjet_MuSmearMS_minus: -0.0007851713698295424 - syst_JES_Zjet_OOC_plus: 0.14651252506185264 - syst_JES_Zjet_OOC_minus: -0.14382551929334375 - syst_JES_Zjet_Stat1_plus: 0.0009707868998910111 - syst_JES_Zjet_Stat1_minus: -0.0005516847106817443 - syst_JES_Zjet_Stat10_plus: 0.027676866522422655 - syst_JES_Zjet_Stat10_minus: -0.029804550827012975 - syst_JES_Zjet_Stat11_plus: 0.19261588719521552 - syst_JES_Zjet_Stat11_minus: -0.19296944058580878 - syst_JES_Zjet_Stat2_plus: 0.0022146584386762667 - syst_JES_Zjet_Stat2_minus: -0.0020873792180626884 - syst_JES_Zjet_Stat3_plus: 0.0007810701504986604 - syst_JES_Zjet_Stat3_minus: -0.0009282897823416996 - syst_JES_Zjet_Stat4_plus: 0.0020781868299072632 - syst_JES_Zjet_Stat4_minus: -0.002182838633522872 - syst_JES_Zjet_Stat5_plus: 0.0024805305884024083 - syst_JES_Zjet_Stat5_minus: -0.0030044967132616405 - syst_JES_Zjet_Stat6_plus: 0.0028319626586521224 - syst_JES_Zjet_Stat6_minus: -0.003142382535593017 - syst_JES_Zjet_Stat7_plus: 0.0022167797590198265 - syst_JES_Zjet_Stat7_minus: -0.0032003652916503134 - syst_JES_Zjet_Stat8_plus: 0.004210820881965891 - syst_JES_Zjet_Stat8_minus: -0.003949191372926868 - syst_JES_Zjet_Stat9_plus: 0.027019257215919166 - syst_JES_Zjet_Stat9_minus: -0.028074260533449497 - syst_JES_Zjet_Veto_plus: 0.18922177464552012 - syst_JES_Zjet_Veto_minus: -0.1887975105768082 - syst_JES_Zjet_dPhi_plus: 0.0055500811255332115 - syst_JES_Zjet_dPhi_minus: -0.006782568245141363 - syst_Unfolding_bias_plus: 0.0065053823869162366 - syst_Unfolding_bias_minus: -0.0065053823869162366 - syst_jetselection_BCH_plus: 0.11766256838944149 - syst_jetselection_BCH_minus: -0.11766256838944149 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.21206132367784558 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.219556655558423 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.45452823894671274 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.4434266624820839 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.021333411588398136 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.019014101346106264 + syst_JES_Zjet_JVF_plus: 1.74513954e-02 + syst_JES_Zjet_JVF_minus: -1.85261977e-02 + syst_JES_Zjet_MC_plus: 3.58220295e-01 + syst_JES_Zjet_MC_minus: -3.50724963e-01 + syst_JES_Zjet_MuScale_plus: 4.70155299e-02 + syst_JES_Zjet_MuScale_minus: -4.84226724e-02 + syst_JES_Zjet_MuSmearID_plus: 3.96333351e-03 + syst_JES_Zjet_MuSmearID_minus: -3.49169329e-03 + syst_JES_Zjet_MuSmearMS_plus: 4.70155299e-04 + syst_JES_Zjet_MuSmearMS_minus: -7.85171370e-04 + syst_JES_Zjet_OOC_plus: 1.46512525e-01 + syst_JES_Zjet_OOC_minus: -1.43825519e-01 + syst_JES_Zjet_Stat1_plus: 9.70786900e-04 + syst_JES_Zjet_Stat1_minus: -5.51684711e-04 + syst_JES_Zjet_Stat10_plus: 2.76768665e-02 + syst_JES_Zjet_Stat10_minus: -2.98045508e-02 + syst_JES_Zjet_Stat11_plus: 1.92615887e-01 + syst_JES_Zjet_Stat11_minus: -1.92969441e-01 + syst_JES_Zjet_Stat2_plus: 2.21465844e-03 + syst_JES_Zjet_Stat2_minus: -2.08737922e-03 + syst_JES_Zjet_Stat3_plus: 7.81070150e-04 + syst_JES_Zjet_Stat3_minus: -9.28289782e-04 + syst_JES_Zjet_Stat4_plus: 2.07818683e-03 + syst_JES_Zjet_Stat4_minus: -2.18283863e-03 + syst_JES_Zjet_Stat5_plus: 2.48053059e-03 + syst_JES_Zjet_Stat5_minus: -3.00449671e-03 + syst_JES_Zjet_Stat6_plus: 2.83196266e-03 + syst_JES_Zjet_Stat6_minus: -3.14238254e-03 + syst_JES_Zjet_Stat7_plus: 2.21677976e-03 + syst_JES_Zjet_Stat7_minus: -3.20036529e-03 + syst_JES_Zjet_Stat8_plus: 4.21082088e-03 + syst_JES_Zjet_Stat8_minus: -3.94919137e-03 + syst_JES_Zjet_Stat9_plus: 2.70192572e-02 + syst_JES_Zjet_Stat9_minus: -2.80742605e-02 + syst_JES_Zjet_Veto_plus: 1.89221775e-01 + syst_JES_Zjet_Veto_minus: -1.88797511e-01 + syst_JES_Zjet_dPhi_plus: 5.55008113e-03 + syst_JES_Zjet_dPhi_minus: -6.78256825e-03 + syst_Unfolding_bias_plus: 6.50538239e-03 + syst_Unfolding_bias_minus: -6.50538239e-03 + syst_jetselection_BCH_plus: 1.17662568e-01 + syst_jetselection_BCH_minus: -1.17662568e-01 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.12061324e-01 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.19556656e-01 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.54528239e-01 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.43426662e-01 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.13334116e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.90141013e-02 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.6587406773533876 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.6819337797763064 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.17196836918456834 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.16772572849744904 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.009186731301175624 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.00818617520579666 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.58740677e-01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.81933780e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.71968369e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.67725728e-01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 9.18673130e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -8.18617521e-03 luminosity_uncertainty: 0.7648 statistical_uncertainty: 0.22094 -- syst_JAR_plus: 0.006056369580862779 - syst_JAR_minus: -0.006056369580862779 - syst_JER_DataMC_Difference_plus: 0.004927120051307863 - syst_JER_DataMC_Difference_minus: -0.004927120051307863 - syst_JER_NP0_plus: 0.027442107071068724 - syst_JER_NP0_minus: -0.027442107071068724 - syst_JER_NP1_plus: 0.013491597385039326 - syst_JER_NP1_minus: -0.013491597385039326 - syst_JER_NP2_plus: 0.01650387227289402 - 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syst_JES_Gjet_Stat7_minus: -4.83590328e-03 + syst_JES_Gjet_Stat8_plus: 1.81019336e-02 + syst_JES_Gjet_Stat8_minus: -1.70059181e-02 + syst_JES_Gjet_Stat9_plus: 3.26117647e-02 + syst_JES_Gjet_Stat9_minus: -3.22087139e-02 + syst_JES_Gjet_Veto_plus: 3.33683690e-03 + syst_JES_Gjet_Veto_minus: -3.11834091e-03 + syst_JES_Gjet_dPhi_plus: 1.48987399e-02 + syst_JES_Gjet_dPhi_minus: -1.41845620e-02 + syst_JES_LArESZee_plus: 1.85191266e-01 + syst_JES_LArESZee_minus: -1.78403041e-01 + syst_JES_LArESmaterial_plus: 2.81357788e-01 + syst_JES_LArESmaterial_minus: -2.74293791e-01 + syst_JES_LArESpresampler_plus: 1.04722514e-01 + syst_JES_LArESpresampler_minus: -1.03379011e-01 + syst_JES_LArEsmear_plus: 2.39143513e-02 + syst_JES_LArEsmear_minus: -2.23587164e-02 + syst_JES_MJB_Alpha_plus: 3.18622316e-03 + syst_JES_MJB_Alpha_minus: -2.75064538e-03 + syst_JES_MJB_Asym_plus: 1.76069589e-02 + syst_JES_MJB_Asym_minus: -1.72039080e-02 + syst_JES_MJB_Beta_plus: 1.03661854e-02 + syst_JES_MJB_Beta_minus: 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syst_JES_Pileup_Pt_term_plus: 6.14970768e-02 + syst_JES_Pileup_Pt_term_minus: -5.71837254e-02 + syst_JES_Punch_through_plus: 1.75716035e-03 + syst_JES_Punch_through_minus: -2.02939646e-03 + syst_JES_SingleParticle_HighPt_plus: 3.27602572e-05 syst_JES_SingleParticle_HighPt_minus: -0.0 - syst_JES_Zjet_JVF_plus: 0.006127080258981434 - syst_JES_Zjet_JVF_minus: -0.006158900064134829 - syst_JES_Zjet_MC_plus: 0.09041774411032383 - syst_JES_Zjet_MC_minus: -0.0867973573906487 - syst_JES_Zjet_MuScale_plus: 0.015810907627331203 - syst_JES_Zjet_MuScale_minus: -0.01477853172679884 - syst_JES_Zjet_MuSmearID_plus: 0.0010337901140947323 - syst_JES_Zjet_MuSmearID_minus: -0.0006636197141435748 - syst_JES_Zjet_MuSmearMS_plus: 0.0001614324781448888 - syst_JES_Zjet_MuSmearMS_minus: -0.00022309218946435576 - syst_JES_Zjet_OOC_plus: 0.06807316982482892 - syst_JES_Zjet_OOC_minus: -0.0669912964496135 - syst_JES_Zjet_Stat1_plus: 0.0003382091734415257 - syst_JES_Zjet_Stat1_minus: -0.00019537360364184307 - syst_JES_Zjet_Stat10_plus: 0.0031360185745623378 - syst_JES_Zjet_Stat10_minus: -0.0034195683938181435 - syst_JES_Zjet_Stat11_plus: 0.05306129286023852 - syst_JES_Zjet_Stat11_minus: -0.05221983579062653 - syst_JES_Zjet_Stat2_plus: 0.0031480393898425094 - syst_JES_Zjet_Stat2_minus: -0.001840598951428583 - syst_JES_Zjet_Stat3_plus: 0.000207465129600133 - syst_JES_Zjet_Stat3_minus: -0.00013039049045079936 - syst_JES_Zjet_Stat4_plus: 0.0022775909422018694 - syst_JES_Zjet_Stat4_minus: -0.0018787827176126566 - syst_JES_Zjet_Stat5_plus: 0.0027220075541776146 - syst_JES_Zjet_Stat5_minus: -0.0020994000333428593 - syst_JES_Zjet_Stat6_plus: 0.0012932983027901953 - syst_JES_Zjet_Stat6_minus: -0.0017571603512485704 - syst_JES_Zjet_Stat7_plus: 0.002537806237678519 - syst_JES_Zjet_Stat7_minus: -0.001729583186782295 - syst_JES_Zjet_Stat8_plus: 0.001743725322406026 - syst_JES_Zjet_Stat8_minus: -0.0020647518010647186 - syst_JES_Zjet_Stat9_plus: 0.008152941187080893 - syst_JES_Zjet_Stat9_minus: 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syst_JES_Zjet_JVF_minus: -6.15890006e-03 + syst_JES_Zjet_MC_plus: 9.04177441e-02 + syst_JES_Zjet_MC_minus: -8.67973574e-02 + syst_JES_Zjet_MuScale_plus: 1.58109076e-02 + syst_JES_Zjet_MuScale_minus: -1.47785317e-02 + syst_JES_Zjet_MuSmearID_plus: 1.03379011e-03 + syst_JES_Zjet_MuSmearID_minus: -6.63619714e-04 + syst_JES_Zjet_MuSmearMS_plus: 1.61432478e-04 + syst_JES_Zjet_MuSmearMS_minus: -2.23092189e-04 + syst_JES_Zjet_OOC_plus: 6.80731698e-02 + syst_JES_Zjet_OOC_minus: -6.69912964e-02 + syst_JES_Zjet_Stat1_plus: 3.38209173e-04 + syst_JES_Zjet_Stat1_minus: -1.95373604e-04 + syst_JES_Zjet_Stat10_plus: 3.13601857e-03 + syst_JES_Zjet_Stat10_minus: -3.41956839e-03 + syst_JES_Zjet_Stat11_plus: 5.30612929e-02 + syst_JES_Zjet_Stat11_minus: -5.22198358e-02 + syst_JES_Zjet_Stat2_plus: 3.14803939e-03 + syst_JES_Zjet_Stat2_minus: -1.84059895e-03 + syst_JES_Zjet_Stat3_plus: 2.07465130e-04 + syst_JES_Zjet_Stat3_minus: -1.30390490e-04 + syst_JES_Zjet_Stat4_plus: 2.27759094e-03 + syst_JES_Zjet_Stat4_minus: -1.87878272e-03 + syst_JES_Zjet_Stat5_plus: 2.72200755e-03 + syst_JES_Zjet_Stat5_minus: -2.09940003e-03 + syst_JES_Zjet_Stat6_plus: 1.29329830e-03 + syst_JES_Zjet_Stat6_minus: -1.75716035e-03 + syst_JES_Zjet_Stat7_plus: 2.53780624e-03 + syst_JES_Zjet_Stat7_minus: -1.72958319e-03 + syst_JES_Zjet_Stat8_plus: 1.74372532e-03 + syst_JES_Zjet_Stat8_minus: -2.06475180e-03 + syst_JES_Zjet_Stat9_plus: 8.15294119e-03 + syst_JES_Zjet_Stat9_minus: -8.20809552e-03 + syst_JES_Zjet_Veto_plus: 5.71200858e-02 + syst_JES_Zjet_Veto_minus: -5.56422326e-02 + syst_JES_Zjet_dPhi_plus: 2.89277384e-03 + syst_JES_Zjet_dPhi_minus: -2.80332483e-03 + syst_Unfolding_bias_plus: 1.76776695e-03 + syst_Unfolding_bias_minus: -1.76776695e-03 + syst_jetselection_BCH_plus: 4.43214530e-02 + syst_jetselection_BCH_minus: -4.43214530e-02 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -7.01308506e-02 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 7.31289833e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.31451151e-01 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.27137799e-01 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.37587878e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.32850263e-02 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.18116075733999346 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.18893893193304548 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.05798982712510876 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.05608063881590508 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.01161069334708311 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.011377348109291549 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.81160757e-01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.88938932e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 5.79898271e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.60806388e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.16106933e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.13773481e-02 luminosity_uncertainty: 0.2589 statistical_uncertainty: 0.07531 -- syst_JAR_plus: 0.0021948594488030433 - syst_JAR_minus: -0.0021948594488030433 - syst_JER_DataMC_Difference_plus: 0.0018618121548641794 - 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-2.19485945e-03 + syst_JER_DataMC_Difference_plus: 1.86181215e-03 + syst_JER_DataMC_Difference_minus: -1.86181215e-03 + syst_JER_NP0_plus: 1.28410591e-02 + syst_JER_NP0_minus: -1.28410591e-02 + syst_JER_NP1_plus: 6.10657416e-03 + syst_JER_NP1_minus: -6.10657416e-03 + syst_JER_NP2_plus: 7.45714811e-03 + syst_JER_NP2_minus: -7.45714811e-03 + syst_JER_NP3_plus: 1.25016479e-02 + syst_JER_NP3_minus: -1.25016479e-02 + syst_JER_NP4_plus: 6.24870263e-03 + syst_JER_NP4_minus: -6.24870263e-03 + syst_JER_NP5_plus: 3.12965461e-03 + syst_JER_NP5_minus: -3.12965461e-03 + syst_JER_NP6_plus: 2.92247233e-03 + syst_JER_NP6_minus: -2.92247233e-03 + syst_JER_NP7_plus: 5.10672517e-03 + syst_JER_NP7_minus: -5.10672517e-03 + syst_JER_NP8_plus: 1.90282435e-03 + syst_JER_NP8_minus: -1.90282435e-03 + syst_JER_NoiseInSitu_plus: 1.06843835e-02 + syst_JER_NoiseInSitu_minus: -1.06843835e-02 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 0.0009593317700357889 - syst_JES_EtaIntercalibration_Stat10_minus: -0.0007469876036454689 + syst_JES_EtaIntercalibration_Stat10_plus: 9.59331770e-04 + syst_JES_EtaIntercalibration_Stat10_minus: -7.46987604e-04 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -11476,8 +11476,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 0.0007069653598303101 - syst_JES_EtaIntercalibration_Stat11_minus: -0.0009486544576398721 + syst_JES_EtaIntercalibration_Stat11_plus: 7.06965360e-04 + syst_JES_EtaIntercalibration_Stat11_minus: 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syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.10783378413094849 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0349805724652985 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0340401204463204 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.009653421776758746 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.009678877620881461 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.03661854e-01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.07833784e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.49805725e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.40401204e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 9.65342178e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -9.67887762e-03 luminosity_uncertainty: 0.1584 statistical_uncertainty: 0.03787 -- 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0.0002882874346897554 - syst_JES_Zjet_MuSmearID_minus: -0.00019042385617353723 - syst_JES_Zjet_MuSmearMS_plus: 6.127080258981434e-05 - syst_JES_Zjet_MuSmearMS_minus: -5.7339288886417136e-05 - syst_JES_Zjet_OOC_plus: 0.032328922035848945 - syst_JES_Zjet_OOC_minus: -0.03195415544182008 - syst_JES_Zjet_Stat1_plus: 0.0002053438092565734 - syst_JES_Zjet_Stat1_minus: -0.00013279465350683363 - syst_JES_Zjet_Stat10_plus: 0.0007092281015301071 - syst_JES_Zjet_Stat10_minus: -0.0005721908073361543 - syst_JES_Zjet_Stat11_plus: 0.013413815639108807 - syst_JES_Zjet_Stat11_minus: -0.01317339933350538 - syst_JES_Zjet_Stat2_plus: 0.0019699994923857212 - syst_JES_Zjet_Stat2_minus: -0.001539371462643114 - syst_JES_Zjet_Stat3_plus: 7.713827875964046e-05 - syst_JES_Zjet_Stat3_minus: -4.051014749417731e-05 - syst_JES_Zjet_Stat4_plus: 0.001330067855411896 - syst_JES_Zjet_Stat4_minus: -0.0010995510447450814 - syst_JES_Zjet_Stat5_plus: 0.001579676549170747 - syst_JES_Zjet_Stat5_minus: -0.0012579429637308679 - 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syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.04211527988747077 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0409202694272655 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.013449170978168131 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.013526952724098654 + syst_JES_Zjet_JVF_plus: 2.14394776e-03 + syst_JES_Zjet_JVF_minus: -1.94100811e-03 + syst_JES_Zjet_MC_plus: 2.37375746e-02 + syst_JES_Zjet_MC_minus: -2.32143156e-02 + syst_JES_Zjet_MuScale_plus: 4.89176471e-03 + syst_JES_Zjet_MuScale_minus: -4.53609000e-03 + syst_JES_Zjet_MuSmearID_plus: 2.88287435e-04 + syst_JES_Zjet_MuSmearID_minus: -1.90423856e-04 + syst_JES_Zjet_MuSmearMS_plus: 6.12708026e-05 + syst_JES_Zjet_MuSmearMS_minus: -5.73392889e-05 + syst_JES_Zjet_OOC_plus: 3.23289220e-02 + syst_JES_Zjet_OOC_minus: -3.19541554e-02 + syst_JES_Zjet_Stat1_plus: 2.05343809e-04 + syst_JES_Zjet_Stat1_minus: -1.32794654e-04 + 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1.60371818e-03 + syst_JES_Zjet_dPhi_minus: -1.33218918e-03 + syst_Unfolding_bias_plus: 1.56906995e-04 + syst_Unfolding_bias_minus: -1.56906995e-04 + syst_jetselection_BCH_plus: 1.91272384e-02 + syst_jetselection_BCH_minus: -1.91272384e-02 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.73565472e-02 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.83903373e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.21152799e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.09202694e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.34491710e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.35269527e-02 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.060690975029241374 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.06298200100028578 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.021248558774655753 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.02064044694283532 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.007377952154900436 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.007420378561771629 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.06909750e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.29820010e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.12485588e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.06404469e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.37795215e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.42037856e-03 luminosity_uncertainty: 0.09798 statistical_uncertainty: 0.026643 -- syst_JAR_plus: 0.0009319667376038696 - syst_JAR_minus: -0.0009319667376038696 - syst_JER_DataMC_Difference_plus: 0.0010238906191581208 - syst_JER_DataMC_Difference_minus: -0.0010238906191581208 - syst_JER_NP0_plus: 0.005155515541631118 - syst_JER_NP0_minus: -0.005155515541631118 - syst_JER_NP1_plus: 0.0023150676016047565 - syst_JER_NP1_minus: -0.0023150676016047565 - syst_JER_NP2_plus: 0.0028899454147094197 - syst_JER_NP2_minus: -0.0028899454147094197 - syst_JER_NP3_plus: 0.00413303913603537 - syst_JER_NP3_minus: -0.00413303913603537 - syst_JER_NP4_plus: 0.002173646245367447 - syst_JER_NP4_minus: -0.002173646245367447 - syst_JER_NP5_plus: 0.001062781492123381 - 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syst_JER_NP5_minus: -1.06278149e-03 + syst_JER_NP6_plus: 1.29824805e-03 + syst_JER_NP6_minus: -1.29824805e-03 + syst_JER_NP7_plus: 2.01666854e-03 + syst_JER_NP7_minus: -2.01666854e-03 + syst_JER_NP8_plus: 7.21461049e-04 + syst_JER_NP8_minus: -7.21461049e-04 + syst_JER_NoiseInSitu_plus: 4.08778430e-03 + syst_JER_NoiseInSitu_minus: -4.08778430e-03 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 0.00035220988770901933 - syst_JES_EtaIntercalibration_Stat10_minus: -0.00025462915190527577 + syst_JES_EtaIntercalibration_Stat10_plus: 3.52209888e-04 + syst_JES_EtaIntercalibration_Stat10_minus: -2.54629152e-04 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -12820,8 +12820,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 0.0001947372075387752 - syst_JES_EtaIntercalibration_Stat11_minus: -0.00022097086912079608 + syst_JES_EtaIntercalibration_Stat11_plus: 1.94737208e-04 + syst_JES_EtaIntercalibration_Stat11_minus: -2.20970869e-04 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -12834,16 +12834,16 @@ bins: syst_JES_EtaIntercalibration_Stat114_minus: 0.0 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 - syst_JES_EtaIntercalibration_Stat116_plus: 0.00018504984463651948 - syst_JES_EtaIntercalibration_Stat116_minus: -0.0002348301620320524 - syst_JES_EtaIntercalibration_Stat117_plus: 0.0006163142704821948 - 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4.16203051e-03 + syst_JES_Gjet_Stat11_minus: -4.17758686e-03 + syst_JES_Gjet_Stat12_plus: 6.97277997e-03 + syst_JES_Gjet_Stat12_minus: -6.97419418e-03 + syst_JES_Gjet_Stat13_plus: 3.28451100e-04 + syst_JES_Gjet_Stat13_minus: -1.83211367e-04 + syst_JES_Gjet_Stat2_plus: 7.63604613e-04 + syst_JES_Gjet_Stat2_minus: -7.97970003e-04 + syst_JES_Gjet_Stat3_plus: 9.28643336e-04 + syst_JES_Gjet_Stat3_minus: -1.00338452e-03 + syst_JES_Gjet_Stat4_plus: 4.86630887e-04 + syst_JES_Gjet_Stat4_minus: -5.59392175e-04 + syst_JES_Gjet_Stat5_plus: 6.87166370e-04 + syst_JES_Gjet_Stat5_minus: -7.34896078e-04 + syst_JES_Gjet_Stat6_plus: 7.11985818e-04 + syst_JES_Gjet_Stat6_minus: -7.48967503e-04 + syst_JES_Gjet_Stat7_plus: 4.83024642e-04 + syst_JES_Gjet_Stat7_minus: -5.40795266e-04 + syst_JES_Gjet_Stat8_plus: 1.44461915e-03 + syst_JES_Gjet_Stat8_minus: -1.52593643e-03 + syst_JES_Gjet_Stat9_plus: 3.12046223e-03 + syst_JES_Gjet_Stat9_minus: -3.14450386e-03 + syst_JES_Gjet_Veto_plus: 6.72812102e-04 + syst_JES_Gjet_Veto_minus: -7.14884956e-04 + syst_JES_Gjet_dPhi_plus: 2.53427070e-03 + syst_JES_Gjet_dPhi_minus: -2.59508189e-03 + syst_JES_LArESZee_plus: 2.97055559e-02 + syst_JES_LArESZee_minus: -2.95499924e-02 + syst_JES_LArESmaterial_plus: 4.84085302e-02 + syst_JES_LArESmaterial_minus: -4.77579920e-02 + syst_JES_LArESpresampler_plus: 1.62139585e-02 + syst_JES_LArESpresampler_minus: -1.57826234e-02 + syst_JES_LArEsmear_plus: 3.78089996e-03 + syst_JES_LArEsmear_minus: -3.79716341e-03 + syst_JES_MJB_Alpha_plus: 7.33128311e-04 + syst_JES_MJB_Alpha_minus: -7.70180706e-04 + syst_JES_MJB_Asym_plus: 7.00530688e-03 + syst_JES_MJB_Asym_minus: -7.08733127e-03 + syst_JES_MJB_Beta_plus: 3.64442835e-03 + syst_JES_MJB_Beta_minus: -3.65432785e-03 + syst_JES_MJB_Stat1_plus: 9.74675987e-04 + syst_JES_MJB_Stat1_minus: -1.02671905e-03 + syst_JES_MJB_Stat10_plus: 4.22354880e-09 + syst_JES_MJB_Stat10_minus: -2.36810061e-09 + syst_JES_MJB_Stat2_plus: 2.20475894e-03 + syst_JES_MJB_Stat2_minus: 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syst_JES_Zjet_Stat11_minus: -3.01510331e-03 + syst_JES_Zjet_Stat2_plus: 8.60902506e-04 + syst_JES_Zjet_Stat2_minus: -9.25956330e-04 + syst_JES_Zjet_Stat3_plus: 3.02924545e-05 + syst_JES_Zjet_Stat3_minus: -1.46653946e-05 + syst_JES_Zjet_Stat4_plus: 5.21349830e-04 + syst_JES_Zjet_Stat4_minus: -5.88100710e-04 + syst_JES_Zjet_Stat5_plus: 6.68923015e-04 + syst_JES_Zjet_Stat5_minus: -7.05692568e-04 + syst_JES_Zjet_Stat6_plus: 4.43638795e-04 + syst_JES_Zjet_Stat6_minus: -5.08056222e-04 + syst_JES_Zjet_Stat7_plus: 5.68301720e-04 + syst_JES_Zjet_Stat7_minus: -6.17445641e-04 + syst_JES_Zjet_Stat8_plus: 5.13005970e-04 + syst_JES_Zjet_Stat8_minus: -5.80888221e-04 + syst_JES_Zjet_Stat9_plus: 7.51442376e-04 + syst_JES_Zjet_Stat9_minus: -7.77110353e-04 + syst_JES_Zjet_Veto_plus: 5.80817510e-03 + syst_JES_Zjet_Veto_minus: -5.84635887e-03 + syst_JES_Zjet_dPhi_plus: 6.72882813e-04 + syst_JES_Zjet_dPhi_minus: -7.14248560e-04 + syst_Unfolding_bias_plus: -4.06232846e-04 + syst_Unfolding_bias_minus: 4.06232846e-04 + syst_jetselection_BCH_plus: 8.14869855e-03 + syst_jetselection_BCH_minus: -8.14869855e-03 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.06631703e-02 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.08611602e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.31026887e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.28198459e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.83504516e-03 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.86474364e-03 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.020633375875023455 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.021022284604676054 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.007488967919546724 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.007327747573436192 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0035779603128039306 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.003595637982333594 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.06333759e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.10222846e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.48896792e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.32774757e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.57796031e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.59563798e-03 luminosity_uncertainty: 0.03595 statistical_uncertainty: 0.008555 -- syst_JAR_plus: 0.0004014952303577217 - syst_JAR_minus: -0.0004014952303577217 - syst_JER_DataMC_Difference_plus: 0.0003649378097703772 - syst_JER_DataMC_Difference_minus: -0.0003649378097703772 - syst_JER_NP0_plus: 0.0018448415921157024 - syst_JER_NP0_minus: -0.0018448415921157024 - syst_JER_NP1_plus: 0.0008556699159138411 - syst_JER_NP1_minus: -0.0008556699159138411 - syst_JER_NP2_plus: 0.0009586953739327211 - syst_JER_NP2_minus: -0.0009586953739327211 - syst_JER_NP3_plus: 0.0013710800487207156 - syst_JER_NP3_minus: -0.0013710800487207156 - syst_JER_NP4_plus: 0.0007092988122082258 - syst_JER_NP4_minus: -0.0007092988122082258 - syst_JER_NP5_plus: 0.0003423103927724076 - syst_JER_NP5_minus: -0.0003423103927724076 - syst_JER_NP6_plus: 0.000599485129089955 - syst_JER_NP6_minus: -0.000599485129089955 - syst_JER_NP7_plus: 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syst_JER_NP7_minus: -6.19354830e-04 + syst_JER_NP8_plus: 2.86943932e-04 + syst_JER_NP8_minus: -2.86943932e-04 + syst_JER_NoiseInSitu_plus: 1.33572471e-03 + syst_JER_NoiseInSitu_minus: -1.33572471e-03 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 0.00010825804819966043 - syst_JES_EtaIntercalibration_Stat10_minus: -9.358558249003955e-05 + syst_JES_EtaIntercalibration_Stat10_plus: 1.08258048e-04 + syst_JES_EtaIntercalibration_Stat10_minus: -9.35855825e-05 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -14164,8 +14164,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 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syst_JES_EtaIntercalibration_Stat120_minus: 0.0 syst_JES_EtaIntercalibration_Stat121_plus: 0.0 @@ -14208,8 +14208,8 @@ bins: syst_JES_EtaIntercalibration_Stat128_minus: 0.0 syst_JES_EtaIntercalibration_Stat129_plus: 0.0 syst_JES_EtaIntercalibration_Stat129_minus: 0.0 - syst_JES_EtaIntercalibration_Stat13_plus: -9.147133321429177e-18 - syst_JES_EtaIntercalibration_Stat13_minus: 5.026822107455166e-19 + syst_JES_EtaIntercalibration_Stat13_plus: -9.14713332e-18 + syst_JES_EtaIntercalibration_Stat13_minus: 5.02682211e-19 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 syst_JES_EtaIntercalibration_Stat130_minus: 0.0 syst_JES_EtaIntercalibration_Stat131_plus: 0.0 @@ -14220,14 +14220,14 @@ bins: syst_JES_EtaIntercalibration_Stat133_minus: 0.0 syst_JES_EtaIntercalibration_Stat134_plus: 0.0 syst_JES_EtaIntercalibration_Stat134_minus: 0.0 - syst_JES_EtaIntercalibration_Stat135_plus: 7.565335451914871e-05 - syst_JES_EtaIntercalibration_Stat135_minus: -7.324919146311445e-05 - 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- syst_JES_Zjet_MC_plus: 0.0017104913036902585 - syst_JES_Zjet_MC_minus: -0.0017119055172526315 - syst_JES_Zjet_MuScale_plus: 0.00047319585797003756 - syst_JES_Zjet_MuScale_minus: -0.0004833781956191239 - syst_JES_Zjet_MuSmearID_plus: 4.531847360624583e-05 - syst_JES_Zjet_MuSmearID_minus: -2.440932608655962e-05 - syst_JES_Zjet_MuSmearMS_plus: 8.952678956602878e-06 - syst_JES_Zjet_MuSmearMS_minus: -6.6284189668426965e-06 - syst_JES_Zjet_OOC_plus: 0.005405124235389969 - syst_JES_Zjet_OOC_minus: -0.0053393633047396204 - syst_JES_Zjet_Stat1_plus: 3.3021886681411766e-05 - syst_JES_Zjet_Stat1_minus: -3.214507427274045e-05 - syst_JES_Zjet_Stat10_plus: 9.512707527302623e-05 - syst_JES_Zjet_Stat10_minus: -9.348658754067345e-05 - syst_JES_Zjet_Stat11_plus: 0.0006931767775971724 - syst_JES_Zjet_Stat11_minus: -0.0006986922104904276 - syst_JES_Zjet_Stat2_plus: 0.00035454334008693493 - syst_JES_Zjet_Stat2_minus: -0.00036571562722968233 - syst_JES_Zjet_Stat3_plus: 1.1907678195181461e-05 - 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-2.65235754e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.59806133e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.58109076e-03 luminosity_uncertainty: 0.013511 statistical_uncertainty: 0.004395 -- syst_JAR_plus: 0.00010684383463728731 - syst_JAR_minus: -0.00010684383463728731 - syst_JER_DataMC_Difference_plus: 9.325324230288187e-05 - syst_JER_DataMC_Difference_minus: -9.325324230288187e-05 - syst_JER_NP0_plus: 0.0005520382640723376 - syst_JER_NP0_minus: -0.0005520382640723376 - syst_JER_NP1_plus: 0.0002940857102954851 - syst_JER_NP1_minus: -0.0002940857102954851 - syst_JER_NP2_plus: 0.00034386602769101806 - syst_JER_NP2_minus: -0.00034386602769101806 - syst_JER_NP3_plus: 0.00045954869709313723 - syst_JER_NP3_minus: -0.00045954869709313723 - syst_JER_NP4_plus: 0.0002225265040394065 - syst_JER_NP4_minus: -0.0002225265040394065 - syst_JER_NP5_plus: 0.0001168847509301363 - syst_JER_NP5_minus: -0.0001168847509301363 - syst_JER_NP6_plus: 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syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 3.2180429611799775e-05 - syst_JES_EtaIntercalibration_Stat11_minus: -2.84681190105704e-05 + syst_JES_EtaIntercalibration_Stat11_plus: 3.21804296e-05 + syst_JES_EtaIntercalibration_Stat11_minus: -2.84681190e-05 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -15522,16 +15522,16 @@ bins: syst_JES_EtaIntercalibration_Stat114_minus: 0.0 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 - syst_JES_EtaIntercalibration_Stat116_plus: 1.91696648379673e-05 - syst_JES_EtaIntercalibration_Stat116_minus: -1.5478567440173523e-05 - syst_JES_EtaIntercalibration_Stat117_plus: 4.082127447789939e-05 - syst_JES_EtaIntercalibration_Stat117_minus: -4.5933656505878125e-05 - 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syst_JES_Zjet_MuSmearMS_minus: -1.98838427e-06 + syst_JES_Zjet_OOC_plus: 7.71948473e-04 + syst_JES_Zjet_OOC_minus: -7.65372380e-04 + syst_JES_Zjet_Stat1_plus: 6.10233152e-06 + syst_JES_Zjet_Stat1_minus: -6.33072701e-06 syst_JES_Zjet_Stat10_plus: 0.0 - syst_JES_Zjet_Stat10_minus: -1.100258151526268e-06 - syst_JES_Zjet_Stat11_plus: 4.635792057459005e-05 - syst_JES_Zjet_Stat11_minus: -4.58983011668188e-05 - syst_JES_Zjet_Stat2_plus: 5.360576508175216e-05 - syst_JES_Zjet_Stat2_minus: -5.252389170653675e-05 - syst_JES_Zjet_Stat3_plus: 4.220013270121316e-06 - syst_JES_Zjet_Stat3_minus: -4.266682317679627e-06 - syst_JES_Zjet_Stat4_plus: 2.8538829688689057e-05 - syst_JES_Zjet_Stat4_minus: -2.8623682502431442e-05 - syst_JES_Zjet_Stat5_plus: 3.883430442276519e-05 - syst_JES_Zjet_Stat5_minus: -3.976768537393143e-05 - syst_JES_Zjet_Stat6_plus: 2.6403367209505683e-05 - syst_JES_Zjet_Stat6_minus: -2.4557818510608794e-05 - syst_JES_Zjet_Stat7_plus: 3.100663235503011e-05 - syst_JES_Zjet_Stat7_minus: 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syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0005175314531504341 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0005167536356911289 + syst_JES_Zjet_Stat10_minus: -1.10025815e-06 + syst_JES_Zjet_Stat11_plus: 4.63579206e-05 + syst_JES_Zjet_Stat11_minus: -4.58983012e-05 + syst_JES_Zjet_Stat2_plus: 5.36057651e-05 + syst_JES_Zjet_Stat2_minus: -5.25238917e-05 + syst_JES_Zjet_Stat3_plus: 4.22001327e-06 + syst_JES_Zjet_Stat3_minus: -4.26668232e-06 + syst_JES_Zjet_Stat4_plus: 2.85388297e-05 + syst_JES_Zjet_Stat4_minus: -2.86236825e-05 + syst_JES_Zjet_Stat5_plus: 3.88343044e-05 + syst_JES_Zjet_Stat5_minus: -3.97676854e-05 + syst_JES_Zjet_Stat6_plus: 2.64033672e-05 + syst_JES_Zjet_Stat6_minus: -2.45578185e-05 + syst_JES_Zjet_Stat7_plus: 3.10066324e-05 + syst_JES_Zjet_Stat7_minus: -3.13036172e-05 + syst_JES_Zjet_Stat8_plus: 3.14379675e-05 + syst_JES_Zjet_Stat8_minus: -3.13036172e-05 + syst_JES_Zjet_Stat9_plus: 3.09712770e-05 + syst_JES_Zjet_Stat9_minus: 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syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0009702919251441805 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0009885352800987934 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0003830397433687528 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.00037702933572866706 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.00043246650737369243 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0004317594005925059 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.70291925e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.88535280e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.83039743e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.77029336e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.32466507e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.31759401e-04 luminosity_uncertainty: 0.002017 - statistical_uncertainty: 0.0003552 -- syst_JAR_plus: 1.1660190821766168e-05 - syst_JAR_minus: -1.1660190821766168e-05 - syst_JER_DataMC_Difference_plus: 1.2020815280171307e-05 - syst_JER_DataMC_Difference_minus: -1.2020815280171307e-05 - syst_JER_NP0_plus: 6.496189998760811e-05 - syst_JER_NP0_minus: -6.496189998760811e-05 - syst_JER_NP1_plus: 2.8743890655233155e-05 - syst_JER_NP1_minus: -2.8743890655233155e-05 - syst_JER_NP2_plus: 2.482651908745968e-05 - syst_JER_NP2_minus: -2.482651908745968e-05 - syst_JER_NP3_plus: 2.1609183233060892e-05 - syst_JER_NP3_minus: -2.1609183233060892e-05 - syst_JER_NP4_plus: 2.5271996359607208e-05 - syst_JER_NP4_minus: -2.5271996359607208e-05 - syst_JER_NP5_plus: 1.7097841969090716e-05 - syst_JER_NP5_minus: -1.7097841969090716e-05 - syst_JER_NP6_plus: 2.0916218587498075e-05 - syst_JER_NP6_minus: -2.0916218587498075e-05 - syst_JER_NP7_plus: 3.099249021940637e-05 - syst_JER_NP7_minus: -3.099249021940637e-05 - syst_JER_NP8_plus: 1.723219225751616e-05 - syst_JER_NP8_minus: -1.723219225751616e-05 - syst_JER_NoiseInSitu_plus: 3.7646365030371786e-05 - syst_JER_NoiseInSitu_minus: -3.7646365030371786e-05 + statistical_uncertainty: 3.55200000e-04 +- syst_JAR_plus: 1.16601908e-05 + syst_JAR_minus: -1.16601908e-05 + syst_JER_DataMC_Difference_plus: 1.20208153e-05 + syst_JER_DataMC_Difference_minus: -1.20208153e-05 + syst_JER_NP0_plus: 6.49619000e-05 + syst_JER_NP0_minus: -6.49619000e-05 + syst_JER_NP1_plus: 2.87438907e-05 + syst_JER_NP1_minus: -2.87438907e-05 + syst_JER_NP2_plus: 2.48265191e-05 + syst_JER_NP2_minus: -2.48265191e-05 + syst_JER_NP3_plus: 2.16091832e-05 + syst_JER_NP3_minus: -2.16091832e-05 + syst_JER_NP4_plus: 2.52719964e-05 + syst_JER_NP4_minus: -2.52719964e-05 + syst_JER_NP5_plus: 1.70978420e-05 + syst_JER_NP5_minus: -1.70978420e-05 + syst_JER_NP6_plus: 2.09162186e-05 + syst_JER_NP6_minus: -2.09162186e-05 + syst_JER_NP7_plus: 3.09924902e-05 + syst_JER_NP7_minus: -3.09924902e-05 + syst_JER_NP8_plus: 1.72321923e-05 + syst_JER_NP8_minus: -1.72321923e-05 + syst_JER_NoiseInSitu_plus: 3.76463650e-05 + syst_JER_NoiseInSitu_minus: -3.76463650e-05 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 5.2962297910872406e-06 - syst_JES_EtaIntercalibration_Stat10_minus: -4.717109337295458e-06 + syst_JES_EtaIntercalibration_Stat10_plus: 5.29622979e-06 + syst_JES_EtaIntercalibration_Stat10_minus: 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syst_JES_EtaIntercalibration_Stat119_plus: 2.16021122e-06 + syst_JES_EtaIntercalibration_Stat119_minus: -1.39795011e-06 + syst_JES_EtaIntercalibration_Stat12_plus: 1.36895873e-06 + syst_JES_EtaIntercalibration_Stat12_minus: -1.45027601e-06 syst_JES_EtaIntercalibration_Stat120_plus: 0.0 syst_JES_EtaIntercalibration_Stat120_minus: 0.0 syst_JES_EtaIntercalibration_Stat121_plus: 0.0 @@ -18240,8 +18240,8 @@ bins: syst_JES_EtaIntercalibration_Stat128_minus: 0.0 syst_JES_EtaIntercalibration_Stat129_plus: 0.0 syst_JES_EtaIntercalibration_Stat129_minus: 0.0 - syst_JES_EtaIntercalibration_Stat13_plus: -2.5554839072081826e-21 - syst_JES_EtaIntercalibration_Stat13_minus: 3.001668286136894e-22 + syst_JES_EtaIntercalibration_Stat13_plus: -2.55548391e-21 + syst_JES_EtaIntercalibration_Stat13_minus: 3.00166829e-22 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 syst_JES_EtaIntercalibration_Stat130_minus: 0.0 syst_JES_EtaIntercalibration_Stat131_plus: 0.0 @@ -18252,14 +18252,14 @@ bins: 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syst_JES_Gjet_Stat10_minus: -5.79756850e-05 + syst_JES_Gjet_Stat11_plus: 1.07197388e-04 + syst_JES_Gjet_Stat11_minus: -1.08682312e-04 + syst_JES_Gjet_Stat12_plus: 2.30163257e-04 + syst_JES_Gjet_Stat12_minus: -2.29880415e-04 + syst_JES_Gjet_Stat13_plus: 3.52209888e-04 + syst_JES_Gjet_Stat13_minus: -3.50654253e-04 + syst_JES_Gjet_Stat2_plus: 1.52310801e-05 + syst_JES_Gjet_Stat2_minus: -1.50118770e-05 + syst_JES_Gjet_Stat3_plus: 1.79180858e-05 + syst_JES_Gjet_Stat3_minus: -1.80665783e-05 + syst_JES_Gjet_Stat4_plus: 9.36562932e-06 + syst_JES_Gjet_Stat4_minus: -9.39108516e-06 + syst_JES_Gjet_Stat5_plus: 1.12359268e-05 + syst_JES_Gjet_Stat5_minus: -1.09460130e-05 + syst_JES_Gjet_Stat6_plus: 1.16177644e-05 + syst_JES_Gjet_Stat6_minus: -1.12995664e-05 + syst_JES_Gjet_Stat7_plus: 8.20738841e-06 + syst_JES_Gjet_Stat7_minus: -8.10556503e-06 + syst_JES_Gjet_Stat8_plus: 2.01878986e-05 + syst_JES_Gjet_Stat8_minus: -2.04848835e-05 + syst_JES_Gjet_Stat9_plus: 4.23839805e-05 + syst_JES_Gjet_Stat9_minus: -4.35082802e-05 + syst_JES_Gjet_Veto_plus: 1.85827662e-05 + syst_JES_Gjet_Veto_minus: -1.88585379e-05 + syst_JES_Gjet_dPhi_plus: 6.96358758e-05 + syst_JES_Gjet_dPhi_minus: -7.04207643e-05 + syst_JES_LArESZee_plus: 9.00641907e-04 + syst_JES_LArESZee_minus: -8.83105659e-04 + syst_JES_LArESmaterial_plus: 1.31026887e-03 + syst_JES_LArESmaterial_minus: -1.26147850e-03 + syst_JES_LArESpresampler_plus: 2.76591889e-04 + syst_JES_LArESpresampler_minus: -2.74498852e-04 + syst_JES_LArEsmear_plus: 6.67296669e-05 + syst_JES_LArEsmear_minus: -6.80448856e-05 + syst_JES_MJB_Alpha_plus: 9.26027041e-06 + syst_JES_MJB_Alpha_minus: -9.19875212e-06 + syst_JES_MJB_Asym_plus: 2.27688384e-04 + syst_JES_MJB_Asym_minus: -2.27829805e-04 + syst_JES_MJB_Beta_plus: 9.38967095e-05 + syst_JES_MJB_Beta_minus: -9.51624306e-05 + syst_JES_MJB_Stat1_plus: 2.62195194e-06 + syst_JES_MJB_Stat1_minus: -2.82093179e-06 + syst_JES_MJB_Stat10_plus: -7.25562268e-06 + syst_JES_MJB_Stat10_minus: 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syst_JES_Pileup_Pt_term_plus: 8.48881691e-05 + syst_JES_Pileup_Pt_term_minus: -8.52841489e-05 + syst_JES_Punch_through_plus: 9.89383808e-05 + syst_JES_Punch_through_minus: -8.71367686e-05 + syst_JES_SingleParticle_HighPt_plus: 9.93626449e-08 + syst_JES_SingleParticle_HighPt_minus: -2.98894036e-10 + syst_JES_Zjet_JVF_plus: 1.02742615e-05 + syst_JES_Zjet_JVF_minus: -9.91151575e-06 + syst_JES_Zjet_MC_plus: 5.82726698e-05 + syst_JES_Zjet_MC_minus: -5.92343351e-05 + syst_JES_Zjet_MuScale_plus: 2.25849906e-05 + syst_JES_Zjet_MuScale_minus: -2.27122698e-05 + syst_JES_Zjet_MuSmearID_plus: 4.24900465e-06 + syst_JES_Zjet_MuSmearID_minus: -3.35239325e-06 + syst_JES_Zjet_MuSmearMS_plus: 1.98131320e-06 + syst_JES_Zjet_MuSmearMS_minus: -1.79463701e-06 + syst_JES_Zjet_OOC_plus: 2.87509617e-04 + syst_JES_Zjet_OOC_minus: -2.85883272e-04 + syst_JES_Zjet_Stat1_plus: 5.11733178e-06 + syst_JES_Zjet_Stat1_minus: -5.34431305e-06 + syst_JES_Zjet_Stat10_plus: -7.47411868e-06 + syst_JES_Zjet_Stat10_minus: 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syst_Unfolding_bias_plus: -5.51967553e-07 + syst_Unfolding_bias_minus: 5.51967553e-07 + syst_jetselection_BCH_plus: 1.91979491e-04 + syst_jetselection_BCH_minus: -1.91979491e-04 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.82333596e-04 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.87651039e-04 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.61361767e-04 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.61503189e-04 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.54841284e-04 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.55124127e-04 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.00034803795770001867 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.00035461405076505357 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0001428355697996826 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0001429769911559199 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.00023497158338828971 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0002351837154226457 - luminosity_uncertainty: 0.0007851 - statistical_uncertainty: 0.00019427 -- syst_JAR_plus: 4.42790266379016e-06 - syst_JAR_minus: -4.42790266379016e-06 - syst_JER_DataMC_Difference_plus: 4.6103362133362896e-06 - syst_JER_DataMC_Difference_minus: -4.6103362133362896e-06 - syst_JER_NP0_plus: 3.130361720312846e-05 - 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syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.54614051e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.42835570e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.42976991e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.34971583e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.35183715e-04 + luminosity_uncertainty: 7.85100000e-04 + statistical_uncertainty: 1.94270000e-04 +- syst_JAR_plus: 4.42790266e-06 + syst_JAR_minus: -4.42790266e-06 + syst_JER_DataMC_Difference_plus: 4.61033621e-06 + syst_JER_DataMC_Difference_minus: -4.61033621e-06 + syst_JER_NP0_plus: 3.13036172e-05 + syst_JER_NP0_minus: -3.13036172e-05 + syst_JER_NP1_plus: 1.36330187e-05 + syst_JER_NP1_minus: -1.36330187e-05 + syst_JER_NP2_plus: 8.31486864e-06 + syst_JER_NP2_minus: -8.31486864e-06 + syst_JER_NP3_plus: 6.17092088e-06 + syst_JER_NP3_minus: -6.17092088e-06 + syst_JER_NP4_plus: 8.84519873e-06 + syst_JER_NP4_minus: -8.84519873e-06 + syst_JER_NP5_plus: 6.48204786e-06 + syst_JER_NP5_minus: -6.48204786e-06 + syst_JER_NP6_plus: 8.41174227e-06 + syst_JER_NP6_minus: -8.41174227e-06 + syst_JER_NP7_plus: 1.38097954e-05 + syst_JER_NP7_minus: -1.38097954e-05 + syst_JER_NP8_plus: 6.57962860e-06 + syst_JER_NP8_minus: -6.57962860e-06 + syst_JER_NoiseInSitu_plus: 1.08965155e-05 + syst_JER_NoiseInSitu_minus: -1.08965155e-05 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 2.13829090630812e-06 - syst_JES_EtaIntercalibration_Stat10_minus: -2.1213203435596424e-06 + syst_JES_EtaIntercalibration_Stat10_plus: 2.13829091e-06 + syst_JES_EtaIntercalibration_Stat10_minus: -2.12132034e-06 syst_JES_EtaIntercalibration_Stat100_plus: 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syst_JES_EtaIntercalibration_Stat119_minus: -4.43568084e-07 + syst_JES_EtaIntercalibration_Stat12_plus: 6.38022449e-07 + syst_JES_EtaIntercalibration_Stat12_minus: -6.60861998e-07 syst_JES_EtaIntercalibration_Stat120_plus: 0.0 syst_JES_EtaIntercalibration_Stat120_minus: 0.0 syst_JES_EtaIntercalibration_Stat121_plus: 0.0 @@ -19584,8 +19584,8 @@ bins: syst_JES_EtaIntercalibration_Stat128_minus: 0.0 syst_JES_EtaIntercalibration_Stat129_plus: 0.0 syst_JES_EtaIntercalibration_Stat129_minus: 0.0 - syst_JES_EtaIntercalibration_Stat13_plus: -2.7203104979027668e-22 - syst_JES_EtaIntercalibration_Stat13_minus: 3.790092347159894e-23 + syst_JES_EtaIntercalibration_Stat13_plus: -2.72031050e-22 + syst_JES_EtaIntercalibration_Stat13_minus: 3.79009235e-23 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 syst_JES_EtaIntercalibration_Stat130_minus: 0.0 syst_JES_EtaIntercalibration_Stat131_plus: 0.0 @@ -19596,14 +19596,14 @@ bins: syst_JES_EtaIntercalibration_Stat133_minus: 0.0 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syst_JES_Gjet_Generator_minus: -2.04565992e-05 + syst_JES_Gjet_OOC_plus: 5.38673946e-05 + syst_JES_Gjet_OOC_minus: -5.32663538e-05 + syst_JES_Gjet_Purity_plus: 7.96202236e-06 + syst_JES_Gjet_Purity_minus: -7.80009490e-06 + syst_JES_Gjet_Stat1_plus: 6.82287333e-06 + syst_JES_Gjet_Stat1_minus: -6.67508801e-06 + syst_JES_Gjet_Stat10_plus: 8.99651958e-06 + syst_JES_Gjet_Stat10_minus: -8.83742055e-06 + syst_JES_Gjet_Stat11_plus: 1.74160400e-05 + syst_JES_Gjet_Stat11_minus: -1.72534055e-05 + syst_JES_Gjet_Stat12_plus: 2.65801439e-05 + syst_JES_Gjet_Stat12_minus: -2.64387225e-05 + syst_JES_Gjet_Stat13_plus: 6.05849090e-05 + syst_JES_Gjet_Stat13_minus: -5.97717362e-05 + syst_JES_Gjet_Stat2_plus: 2.38719249e-06 + syst_JES_Gjet_Stat2_minus: -2.35395847e-06 + syst_JES_Gjet_Stat3_plus: 2.64245804e-06 + syst_JES_Gjet_Stat3_minus: -2.63043723e-06 + syst_JES_Gjet_Stat4_plus: 1.36188766e-06 + syst_JES_Gjet_Stat4_minus: -1.20844549e-06 + syst_JES_Gjet_Stat5_plus: 1.62705270e-06 + syst_JES_Gjet_Stat5_minus: -1.54856385e-06 + syst_JES_Gjet_Stat6_plus: 1.70412734e-06 + syst_JES_Gjet_Stat6_minus: -1.62422428e-06 + syst_JES_Gjet_Stat7_plus: 1.24804347e-06 + syst_JES_Gjet_Stat7_minus: -1.29259120e-06 + syst_JES_Gjet_Stat8_plus: 2.78140452e-06 + syst_JES_Gjet_Stat8_minus: -2.78281874e-06 + syst_JES_Gjet_Stat9_plus: 6.11364523e-06 + syst_JES_Gjet_Stat9_minus: -6.01747871e-06 + syst_JES_Gjet_Veto_plus: 3.06884343e-06 + syst_JES_Gjet_Veto_minus: -3.05470129e-06 + syst_JES_Gjet_dPhi_plus: 1.06490281e-05 + syst_JES_Gjet_dPhi_minus: -1.05076068e-05 + syst_JES_LArESZee_plus: 1.51038008e-04 + syst_JES_LArESZee_minus: -1.46936789e-04 + syst_JES_LArESmaterial_plus: 1.94171522e-04 + syst_JES_LArESmaterial_minus: -1.85969083e-04 + syst_JES_LArESpresampler_plus: 2.76415112e-05 + syst_JES_LArESpresampler_minus: -2.73487690e-05 + syst_JES_LArEsmear_plus: 7.24430897e-06 + syst_JES_LArEsmear_minus: -7.11137290e-06 + syst_JES_MJB_Alpha_plus: 1.36754451e-06 + syst_JES_MJB_Alpha_minus: 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syst_JES_Zjet_Stat8_plus: 2.40345595e-06 + syst_JES_Zjet_Stat8_minus: -2.35607979e-06 + syst_JES_Zjet_Stat9_plus: 1.94312943e-06 + syst_JES_Zjet_Stat9_minus: -1.90989542e-06 + syst_JES_Zjet_Veto_plus: 1.37532269e-05 + syst_JES_Zjet_Veto_minus: -1.37108005e-05 + syst_JES_Zjet_dPhi_plus: 1.70766288e-06 + syst_JES_Zjet_dPhi_minus: -1.63483088e-06 + syst_Unfolding_bias_plus: 1.01469823e-06 + syst_Unfolding_bias_minus: -1.01469823e-06 + syst_jetselection_BCH_plus: 3.32623030e-05 + syst_jetselection_BCH_minus: -3.32623030e-05 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.04040815e-05 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.09909801e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.84696291e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.83069946e-05 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.79913372e-05 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.74327229e-05 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.0580858172295956e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.116775680068079e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.01737564672522e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.9996979771955563e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.417852157451326e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.354919653925724e-05 - luminosity_uncertainty: 0.0001139 - statistical_uncertainty: 6.299e-05 -- syst_JAR_plus: 5.656147142711193e-07 - syst_JAR_minus: -5.656147142711193e-07 - syst_JER_DataMC_Difference_plus: 6.725999702646439e-07 - syst_JER_DataMC_Difference_minus: -6.725999702646439e-07 - syst_JER_NP0_plus: 5.0437926702036434e-06 - syst_JER_NP0_minus: -5.0437926702036434e-06 - syst_JER_NP1_plus: 2.876510385866875e-06 - syst_JER_NP1_minus: -2.876510385866875e-06 - syst_JER_NP2_plus: 1.4149206691542815e-06 - syst_JER_NP2_minus: -1.4149206691542815e-06 - syst_JER_NP3_plus: 7.940809152724929e-07 - syst_JER_NP3_minus: -7.940809152724929e-07 - syst_JER_NP4_plus: 1.215516556859675e-06 - syst_JER_NP4_minus: -1.215516556859675e-06 - syst_JER_NP5_plus: 8.720747932373689e-07 - syst_JER_NP5_minus: -8.720747932373689e-07 - syst_JER_NP6_plus: 1.30461201128918e-06 - syst_JER_NP6_minus: -1.30461201128918e-06 - syst_JER_NP7_plus: 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-6.72599970e-07 + syst_JER_NP0_plus: 5.04379267e-06 + syst_JER_NP0_minus: -5.04379267e-06 + syst_JER_NP1_plus: 2.87651039e-06 + syst_JER_NP1_minus: -2.87651039e-06 + syst_JER_NP2_plus: 1.41492067e-06 + syst_JER_NP2_minus: -1.41492067e-06 + syst_JER_NP3_plus: 7.94080915e-07 + syst_JER_NP3_minus: -7.94080915e-07 + syst_JER_NP4_plus: 1.21551656e-06 + syst_JER_NP4_minus: -1.21551656e-06 + syst_JER_NP5_plus: 8.72074793e-07 + syst_JER_NP5_minus: -8.72074793e-07 + syst_JER_NP6_plus: 1.30461201e-06 + syst_JER_NP6_minus: -1.30461201e-06 + syst_JER_NP7_plus: 2.47699505e-06 + syst_JER_NP7_minus: -2.47699505e-06 + syst_JER_NP8_plus: 8.82752106e-07 + syst_JER_NP8_minus: -8.82752106e-07 + syst_JER_NoiseInSitu_plus: 1.84201316e-06 + syst_JER_NoiseInSitu_minus: -1.84201316e-06 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 3.528462838120872e-07 - syst_JES_EtaIntercalibration_Stat10_minus: -2.8166891521784935e-07 + syst_JES_EtaIntercalibration_Stat10_plus: 3.52846284e-07 + syst_JES_EtaIntercalibration_Stat10_minus: -2.81668915e-07 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -22228,8 +22228,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 2.856004289212465e-07 - syst_JES_EtaIntercalibration_Stat11_minus: -2.9154012588321354e-07 + syst_JES_EtaIntercalibration_Stat11_plus: 2.85600429e-07 + syst_JES_EtaIntercalibration_Stat11_minus: -2.91540126e-07 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -22242,16 +22242,16 @@ bins: syst_JES_EtaIntercalibration_Stat114_minus: 0.0 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 - syst_JES_EtaIntercalibration_Stat116_plus: 6.199912257443648e-08 - syst_JES_EtaIntercalibration_Stat116_minus: -5.600992813778643e-08 - syst_JES_EtaIntercalibration_Stat117_plus: 2.3497158338828971e-07 - syst_JES_EtaIntercalibration_Stat117_minus: -1.9685852788233483e-07 - syst_JES_EtaIntercalibration_Stat118_plus: 2.1170777028725232e-07 - syst_JES_EtaIntercalibration_Stat118_minus: -1.8794898243938434e-07 - syst_JES_EtaIntercalibration_Stat119_plus: 8.353759512937871e-08 - syst_JES_EtaIntercalibration_Stat119_minus: -6.237388916846534e-08 - syst_JES_EtaIntercalibration_Stat12_plus: 9.709990319253669e-08 - syst_JES_EtaIntercalibration_Stat12_minus: -8.00798429693765e-08 + syst_JES_EtaIntercalibration_Stat116_plus: 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syst_JES_Gjet_Stat6_minus: -5.20854855e-07 + syst_JES_Gjet_Stat7_plus: 4.78640580e-07 + syst_JES_Gjet_Stat7_minus: -4.67539004e-07 + syst_JES_Gjet_Stat8_plus: 7.84110710e-07 + syst_JES_Gjet_Stat8_minus: -7.40411511e-07 + syst_JES_Gjet_Stat9_plus: 1.59523290e-06 + syst_JES_Gjet_Stat9_minus: -1.57826234e-06 + syst_JES_Gjet_Veto_plus: 9.31966738e-07 + syst_JES_Gjet_Veto_minus: -9.10894956e-07 + syst_JES_Gjet_dPhi_plus: 2.71422938e-06 + syst_JES_Gjet_dPhi_minus: -2.66367124e-06 + syst_JES_LArESZee_plus: 3.98878935e-05 + syst_JES_LArESZee_minus: -3.85090353e-05 + syst_JES_LArESmaterial_plus: 5.10036121e-05 + syst_JES_LArESmaterial_minus: -4.86630887e-05 + syst_JES_LArESpresampler_plus: 5.62574155e-06 + syst_JES_LArESpresampler_minus: -5.65049029e-06 + syst_JES_LArEsmear_plus: 1.63341666e-06 + syst_JES_LArEsmear_minus: -1.61573900e-06 + syst_JES_MJB_Alpha_plus: 3.73635223e-07 + syst_JES_MJB_Alpha_minus: -3.27107597e-07 + syst_JES_MJB_Asym_plus: 1.96080710e-05 + syst_JES_MJB_Asym_minus: 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syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -8.396185919809064e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 8.46053263689704e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.9504545750870194e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.969546458179056e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.5761410152648143e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.564120199984643e-05 - luminosity_uncertainty: 2.807e-05 - statistical_uncertainty: 2.5493e-05 -- syst_JAR_plus: 5.964445699308528e-08 - syst_JAR_minus: -5.964445699308528e-08 - syst_JER_DataMC_Difference_plus: 7.76827509811541e-08 - syst_JER_DataMC_Difference_minus: -7.76827509811541e-08 - syst_JER_NP0_plus: 6.970658648936984e-07 - syst_JER_NP0_minus: -6.970658648936984e-07 - syst_JER_NP1_plus: 4.0057599154217914e-07 - syst_JER_NP1_minus: -4.0057599154217914e-07 - syst_JER_NP2_plus: 1.349866845285119e-07 - syst_JER_NP2_minus: -1.349866845285119e-07 - syst_JER_NP3_plus: 1.057831744655075e-07 - syst_JER_NP3_minus: -1.057831744655075e-07 - syst_JER_NP4_plus: 1.743725322406026e-07 - syst_JER_NP4_minus: -1.743725322406026e-07 - syst_JER_NP5_plus: 9.672513659850782e-08 - syst_JER_NP5_minus: -9.672513659850782e-08 - syst_JER_NP6_plus: 1.273499312916972e-07 - syst_JER_NP6_minus: -1.273499312916972e-07 - syst_JER_NP7_plus: 4.4095178874793106e-07 - syst_JER_NP7_minus: -4.4095178874793106e-07 - syst_JER_NP8_plus: 5.8746431380978364e-08 - syst_JER_NP8_minus: -5.8746431380978364e-08 - syst_JER_NoiseInSitu_plus: 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syst_JES_EtaIntercalibration_Stat118_plus: 2.14960461e-08 + syst_JES_EtaIntercalibration_Stat118_minus: -2.13899801e-08 + syst_JES_EtaIntercalibration_Stat119_plus: 6.90277640e-09 + syst_JES_EtaIntercalibration_Stat119_minus: -6.96570890e-09 + syst_JES_EtaIntercalibration_Stat12_plus: 1.02601194e-08 + syst_JES_EtaIntercalibration_Stat12_minus: -9.00571197e-09 syst_JES_EtaIntercalibration_Stat120_plus: 0.0 syst_JES_EtaIntercalibration_Stat120_minus: 0.0 syst_JES_EtaIntercalibration_Stat121_plus: 0.0 @@ -23616,8 +23616,8 @@ bins: syst_JES_EtaIntercalibration_Stat128_minus: 0.0 syst_JES_EtaIntercalibration_Stat129_plus: 0.0 syst_JES_EtaIntercalibration_Stat129_minus: 0.0 - syst_JES_EtaIntercalibration_Stat13_plus: -2.6544788565742993e-25 - syst_JES_EtaIntercalibration_Stat13_minus: 5.75089945139019e-26 + syst_JES_EtaIntercalibration_Stat13_plus: -2.65447886e-25 + syst_JES_EtaIntercalibration_Stat13_minus: 5.75089945e-26 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 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syst_JES_Zjet_Stat9_minus: -3.1409683220306437e-08 - syst_JES_Zjet_Veto_plus: 1.4523973285571686e-07 - syst_JES_Zjet_Veto_minus: -1.400071426749364e-07 - syst_JES_Zjet_dPhi_plus: 9.676049193756716e-09 - syst_JES_Zjet_dPhi_minus: -1.0967226176203353e-08 - syst_Unfolding_bias_plus: -3.152282030529629e-09 - syst_Unfolding_bias_minus: 3.152282030529629e-09 - syst_jetselection_BCH_plus: 2.638922507388195e-07 - syst_jetselection_BCH_minus: -2.638922507388195e-07 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.0822784591921606e-07 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.1558175644355615e-07 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.850855580112015e-08 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.52205092686027e-08 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.5334125855891773e-07 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.450681092190352e-07 + syst_JES_EtaIntercalibration_Stat96_plus: 5.92767615e-10 + syst_JES_EtaIntercalibration_Stat96_minus: -8.67620021e-10 + syst_JES_EtaIntercalibration_Stat97_plus: 3.11692669e-09 + syst_JES_EtaIntercalibration_Stat97_minus: -2.93732157e-09 + syst_JES_EtaIntercalibration_Stat98_plus: 3.21592164e-09 + syst_JES_EtaIntercalibration_Stat98_minus: -2.83196266e-09 + syst_JES_EtaIntercalibration_Stat99_plus: 7.35320342e-10 + syst_JES_EtaIntercalibration_Stat99_minus: -9.15137596e-10 + syst_JES_Flavour_Comp_plus: 1.32582521e-08 + syst_JES_Flavour_Comp_minus: -1.42057752e-08 + syst_JES_Gjet_Generator_plus: 1.73948268e-07 + syst_JES_Gjet_Generator_minus: -1.68927810e-07 + syst_JES_Gjet_OOC_plus: 5.69362380e-07 + syst_JES_Gjet_OOC_minus: -5.64766186e-07 + syst_JES_Gjet_Purity_plus: 1.01328402e-07 + syst_JES_Gjet_Purity_minus: -9.91292997e-08 + syst_JES_Gjet_Stat1_plus: 9.89737362e-08 + syst_JES_Gjet_Stat1_minus: -9.73473906e-08 + syst_JES_Gjet_Stat10_plus: 9.65978574e-08 + syst_JES_Gjet_Stat10_minus: -9.51341463e-08 + syst_JES_Gjet_Stat11_plus: 1.49058109e-07 + syst_JES_Gjet_Stat11_minus: -1.45169022e-07 + syst_JES_Gjet_Stat12_plus: 2.17859599e-07 + syst_JES_Gjet_Stat12_minus: -2.09657161e-07 + syst_JES_Gjet_Stat13_plus: 4.85570227e-07 + syst_JES_Gjet_Stat13_minus: -4.85640937e-07 + syst_JES_Gjet_Stat2_plus: 4.04960054e-08 + syst_JES_Gjet_Stat2_minus: -4.14505995e-08 + syst_JES_Gjet_Stat3_plus: 4.09414826e-08 + syst_JES_Gjet_Stat3_minus: -4.17405133e-08 + syst_JES_Gjet_Stat4_plus: 9.02975360e-09 + syst_JES_Gjet_Stat4_minus: -9.73615327e-09 + syst_JES_Gjet_Stat5_plus: 3.53199837e-08 + syst_JES_Gjet_Stat5_minus: -3.62038672e-08 + syst_JES_Gjet_Stat6_plus: 3.55957554e-08 + syst_JES_Gjet_Stat6_minus: -3.65786338e-08 + syst_JES_Gjet_Stat7_plus: 3.40825469e-08 + syst_JES_Gjet_Stat7_minus: -3.48250090e-08 + syst_JES_Gjet_Stat8_plus: 4.13516046e-08 + syst_JES_Gjet_Stat8_minus: -4.20092139e-08 + syst_JES_Gjet_Stat9_plus: 7.06611806e-08 + syst_JES_Gjet_Stat9_minus: -6.90843325e-08 + syst_JES_Gjet_Veto_plus: 5.35916229e-08 + syst_JES_Gjet_Veto_minus: -5.47442070e-08 + syst_JES_Gjet_dPhi_plus: 1.13914902e-07 + syst_JES_Gjet_dPhi_minus: -1.10450079e-07 + syst_JES_LArESZee_plus: 1.63624509e-06 + syst_JES_LArESZee_minus: -1.58179787e-06 + syst_JES_LArESmaterial_plus: 2.27051987e-06 + syst_JES_LArESmaterial_minus: -2.16374675e-06 + syst_JES_LArESpresampler_plus: 1.81090047e-07 + syst_JES_LArESpresampler_minus: -1.74584664e-07 + syst_JES_LArEsmear_plus: 6.45517781e-08 + syst_JES_LArEsmear_minus: -6.37244631e-08 + syst_JES_MJB_Alpha_plus: 1.55351360e-08 + syst_JES_MJB_Alpha_minus: -1.57260548e-08 + syst_JES_MJB_Asym_plus: 1.43189123e-06 + syst_JES_MJB_Asym_minus: -1.39936432e-06 + syst_JES_MJB_Beta_plus: 7.83474314e-07 + syst_JES_MJB_Beta_minus: -7.71312077e-07 + syst_JES_MJB_Stat1_plus: 3.73847355e-10 + syst_JES_MJB_Stat1_minus: -9.06298761e-10 + syst_JES_MJB_Stat10_plus: 1.34420999e-06 + syst_JES_MJB_Stat10_minus: 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syst_JES_Pileup_Pt_term_plus: 8.66842203e-08 + syst_JES_Pileup_Pt_term_minus: -8.43790522e-08 + syst_JES_Punch_through_plus: 8.73489007e-07 + syst_JES_Punch_through_minus: -6.93459620e-07 + syst_JES_SingleParticle_HighPt_plus: 6.96995154e-08 + syst_JES_SingleParticle_HighPt_minus: -5.37189022e-08 + syst_JES_Zjet_JVF_plus: 6.72741392e-08 + syst_JES_Zjet_JVF_minus: -6.58669967e-08 + syst_JES_Zjet_MC_plus: 5.39946738e-08 + syst_JES_Zjet_MC_minus: -5.55008113e-08 + syst_JES_Zjet_MuScale_plus: 1.53371461e-07 + syst_JES_Zjet_MuScale_minus: -1.48704556e-07 + syst_JES_Zjet_MuSmearID_plus: 7.74989032e-08 + syst_JES_Zjet_MuSmearID_minus: -7.49250345e-08 + syst_JES_Zjet_MuSmearMS_plus: 3.60058773e-08 + syst_JES_Zjet_MuSmearMS_minus: -3.68190501e-08 + syst_JES_Zjet_OOC_plus: 5.96939545e-07 + syst_JES_Zjet_OOC_minus: -5.90009898e-07 + syst_JES_Zjet_Stat1_plus: 1.13066374e-07 + syst_JES_Zjet_Stat1_minus: -1.08682312e-07 + syst_JES_Zjet_Stat10_plus: 7.59715526e-07 + syst_JES_Zjet_Stat10_minus: -7.50028163e-07 + syst_JES_Zjet_Stat11_plus: 9.67675630e-09 + syst_JES_Zjet_Stat11_minus: -1.09106576e-08 + syst_JES_Zjet_Stat2_plus: 8.12465692e-08 + syst_JES_Zjet_Stat2_minus: -7.89060457e-08 + syst_JES_Zjet_Stat3_plus: 5.95737463e-08 + syst_JES_Zjet_Stat3_minus: -5.94393960e-08 + syst_JES_Zjet_Stat4_plus: 4.68882507e-08 + syst_JES_Zjet_Stat4_minus: -4.89883578e-08 + syst_JES_Zjet_Stat5_plus: 3.82969033e-08 + syst_JES_Zjet_Stat5_minus: -3.90040101e-08 + syst_JES_Zjet_Stat6_plus: 3.98878935e-08 + syst_JES_Zjet_Stat6_minus: -4.09909801e-08 + syst_JES_Zjet_Stat7_plus: 3.44148870e-08 + syst_JES_Zjet_Stat7_minus: -3.50017857e-08 + syst_JES_Zjet_Stat8_plus: 5.15410133e-08 + syst_JES_Zjet_Stat8_minus: -5.26370288e-08 + syst_JES_Zjet_Stat9_plus: 3.02005306e-08 + syst_JES_Zjet_Stat9_minus: -3.14096832e-08 + syst_JES_Zjet_Veto_plus: 1.45239733e-07 + syst_JES_Zjet_Veto_minus: -1.40007143e-07 + syst_JES_Zjet_dPhi_plus: 9.67604919e-09 + syst_JES_Zjet_dPhi_minus: -1.09672262e-08 + syst_Unfolding_bias_plus: -3.15228203e-09 + syst_Unfolding_bias_minus: 3.15228203e-09 + syst_jetselection_BCH_plus: 2.63892251e-07 + syst_jetselection_BCH_minus: -2.63892251e-07 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.08227846e-07 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.15581756e-07 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.85085558e-08 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.52205093e-08 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.53341259e-07 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.45068109e-07 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.805243612369256e-07 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.8490842328028217e-07 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.7691811665287417e-07 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.7034202358783929e-07 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.225217090164142e-07 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.056218569460557e-07 - luminosity_uncertainty: 9.516e-07 - statistical_uncertainty: 3.1363e-06 -- syst_JAR_plus: 2.1729391385862605e-10 - syst_JAR_minus: -2.1729391385862605e-10 - syst_JER_DataMC_Difference_plus: 2.8510545417441593e-10 - syst_JER_DataMC_Difference_minus: -2.8510545417441593e-10 - syst_JER_NP0_plus: 7.696150206434383e-09 - syst_JER_NP0_minus: -7.696150206434383e-09 - syst_JER_NP1_plus: 4.98510280736516e-09 - syst_JER_NP1_minus: -4.98510280736516e-09 - syst_JER_NP2_plus: 4.0262660120762014e-10 - syst_JER_NP2_minus: -4.0262660120762014e-10 - syst_JER_NP3_plus: 1.596647111919224e-09 - syst_JER_NP3_minus: -1.596647111919224e-09 - syst_JER_NP4_plus: 3.271783076550155e-09 - syst_JER_NP4_minus: -3.271783076550155e-09 - syst_JER_NP5_plus: 3.5150278092783273e-10 - syst_JER_NP5_minus: -3.5150278092783273e-10 - syst_JER_NP6_plus: 2.4472965696866407e-09 - syst_JER_NP6_minus: -2.4472965696866407e-09 - syst_JER_NP7_plus: 5.566344581500501e-09 - syst_JER_NP7_minus: -5.566344581500501e-09 - syst_JER_NP8_plus: 1.1561195872400051e-10 - syst_JER_NP8_minus: -1.1561195872400051e-10 - syst_JER_NoiseInSitu_plus: 1.0161124445650688e-08 - syst_JER_NoiseInSitu_minus: -1.0161124445650688e-08 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.80524361e-07 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.84908423e-07 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.76918117e-07 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.70342024e-07 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.22521709e-07 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.05621857e-07 + luminosity_uncertainty: 9.51600000e-07 + statistical_uncertainty: 3.13630000e-06 +- syst_JAR_plus: 2.17293914e-10 + syst_JAR_minus: -2.17293914e-10 + syst_JER_DataMC_Difference_plus: 2.85105454e-10 + syst_JER_DataMC_Difference_minus: -2.85105454e-10 + syst_JER_NP0_plus: 7.69615021e-09 + syst_JER_NP0_minus: -7.69615021e-09 + syst_JER_NP1_plus: 4.98510281e-09 + syst_JER_NP1_minus: -4.98510281e-09 + syst_JER_NP2_plus: 4.02626601e-10 + syst_JER_NP2_minus: -4.02626601e-10 + syst_JER_NP3_plus: 1.59664711e-09 + syst_JER_NP3_minus: -1.59664711e-09 + syst_JER_NP4_plus: 3.27178308e-09 + syst_JER_NP4_minus: -3.27178308e-09 + syst_JER_NP5_plus: 3.51502781e-10 + syst_JER_NP5_minus: -3.51502781e-10 + syst_JER_NP6_plus: 2.44729657e-09 + syst_JER_NP6_minus: -2.44729657e-09 + syst_JER_NP7_plus: 5.56634458e-09 + syst_JER_NP7_minus: -5.56634458e-09 + syst_JER_NP8_plus: 1.15611959e-10 + syst_JER_NP8_minus: -1.15611959e-10 + syst_JER_NoiseInSitu_plus: 1.01611244e-08 + syst_JER_NoiseInSitu_minus: -1.01611244e-08 syst_JES_EtaIntercalibration_Modelling_plus: 0.0 syst_JES_EtaIntercalibration_Modelling_minus: 0.0 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: 4.684582425360878e-10 - syst_JES_EtaIntercalibration_Stat10_minus: -5.049449524453135e-10 + syst_JES_EtaIntercalibration_Stat10_plus: 4.68458243e-10 + syst_JES_EtaIntercalibration_Stat10_minus: -5.04944952e-10 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 @@ -24916,8 +24916,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: 4.254661502399456e-10 - syst_JES_EtaIntercalibration_Stat11_minus: -5.183092706097392e-10 + syst_JES_EtaIntercalibration_Stat11_plus: 4.25466150e-10 + syst_JES_EtaIntercalibration_Stat11_minus: -5.18309271e-10 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -24930,16 +24930,16 @@ bins: syst_JES_EtaIntercalibration_Stat114_minus: 0.0 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 - syst_JES_EtaIntercalibration_Stat116_plus: 5.221983579062653e-11 - syst_JES_EtaIntercalibration_Stat116_minus: -6.076168570736003e-11 - 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syst_JES_Gjet_dPhi_plus: 2.63962961e+01 + syst_JES_Gjet_dPhi_minus: -2.59225346e+01 + syst_JES_LArESZee_plus: 3.62279088e+02 + syst_JES_LArESZee_minus: -3.49911791e+02 + syst_JES_LArESmaterial_plus: 3.84503454e+02 + syst_JES_LArESmaterial_minus: -3.73910995e+02 + syst_JES_LArESpresampler_plus: 1.59070741e+02 + syst_JES_LArESpresampler_minus: -1.58724259e+02 + syst_JES_LArEsmear_plus: 4.21011378e+01 + syst_JES_LArEsmear_minus: -4.08134963e+01 + syst_JES_MJB_Alpha_plus: -9.39603491e-13 + syst_JES_MJB_Alpha_minus: 5.21844805e-13 + syst_JES_MJB_Asym_plus: 3.17985919e-02 + syst_JES_MJB_Asym_minus: -3.52916994e-03 + syst_JES_MJB_Beta_plus: 2.64316515e-02 + syst_JES_MJB_Beta_minus: -3.07167186e-02 + syst_JES_MJB_Stat1_plus: -2.04848835e-12 + syst_JES_MJB_Stat1_minus: 2.86095404e-12 syst_JES_MJB_Stat10_plus: 0.0 - syst_JES_MJB_Stat10_minus: -0.03234306417147268 - syst_JES_MJB_Stat2_plus: 0.034916932854991714 - syst_JES_MJB_Stat2_minus: -0.05944646709435305 - syst_JES_MJB_Stat3_plus: -0.06613569724437779 - syst_JES_MJB_Stat3_minus: 3.633821748517667e-13 + syst_JES_MJB_Stat10_minus: -3.23430642e-02 + syst_JES_MJB_Stat2_plus: 3.49169329e-02 + syst_JES_MJB_Stat2_minus: -5.94464671e-02 + syst_JES_MJB_Stat3_plus: -6.61356972e-02 + syst_JES_MJB_Stat3_minus: 3.63382175e-13 syst_JES_MJB_Stat4_plus: -0.0 - syst_JES_MJB_Stat4_minus: -0.02992475897981469 - syst_JES_MJB_Stat5_plus: 0.05237539928248757 - syst_JES_MJB_Stat5_minus: -0.04150009698783847 - syst_JES_MJB_Stat6_plus: -0.2155261469056597 + syst_JES_MJB_Stat4_minus: -2.99247590e-02 + syst_JES_MJB_Stat5_plus: 5.23753993e-02 + syst_JES_MJB_Stat5_minus: -4.15000970e-02 + syst_JES_MJB_Stat6_plus: -2.15526147e-01 syst_JES_MJB_Stat6_minus: 0.0 - syst_JES_MJB_Stat7_plus: 0.03679076582513607 - syst_JES_MJB_Stat7_minus: -0.05787669004011892 - syst_JES_MJB_Stat8_plus: 0.02845397687494667 - syst_JES_MJB_Stat8_minus: -0.07644531411407765 - syst_JES_MJB_Stat9_plus: 0.09415833898280067 - syst_JES_MJB_Stat9_minus: -0.08178397031203608 - syst_JES_MJB_Threshold_plus: -0.16369521984468574 - syst_JES_MJB_Threshold_minus: 4.348706704297267e-08 - syst_JES_Pileup_MuOffset_plus: -47.5699015975438 - syst_JES_Pileup_MuOffset_minus: 58.60359581117868 - syst_JES_Pileup_NPVOffset_plus: 123.8285395213882 - syst_JES_Pileup_NPVOffset_minus: -102.53048327204938 - syst_JES_Pileup_Pt_term_plus: 284.06600720607173 - syst_JES_Pileup_Pt_term_minus: -266.5509722360809 - syst_JES_Punch_through_plus: 0.7006013987996312 - syst_JES_Punch_through_minus: -0.7302291729313476 + syst_JES_MJB_Stat7_plus: 3.67907658e-02 + syst_JES_MJB_Stat7_minus: -5.78766900e-02 + syst_JES_MJB_Stat8_plus: 2.84539769e-02 + syst_JES_MJB_Stat8_minus: -7.64453141e-02 + syst_JES_MJB_Stat9_plus: 9.41583390e-02 + syst_JES_MJB_Stat9_minus: -8.17839703e-02 + syst_JES_MJB_Threshold_plus: -1.63695220e-01 + syst_JES_MJB_Threshold_minus: 4.34870670e-08 + syst_JES_Pileup_MuOffset_plus: -4.75699016e+01 + syst_JES_Pileup_MuOffset_minus: 5.86035958e+01 + syst_JES_Pileup_NPVOffset_plus: 1.23828540e+02 + syst_JES_Pileup_NPVOffset_minus: -1.02530483e+02 + syst_JES_Pileup_Pt_term_plus: 2.84066007e+02 + syst_JES_Pileup_Pt_term_minus: -2.66550972e+02 + syst_JES_Punch_through_plus: 7.00601399e-01 + syst_JES_Punch_through_minus: -7.30229173e-01 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 32.488021061615925 - syst_JES_Zjet_JVF_minus: -25.109361799934298 - syst_JES_Zjet_MC_plus: 991.7879712922514 - syst_JES_Zjet_MC_minus: -917.2518454873775 - syst_JES_Zjet_MuScale_plus: 18.646405819889257 - syst_JES_Zjet_MuScale_minus: -18.420131649909564 - syst_JES_Zjet_MuSmearID_plus: 2.500329578275632 - syst_JES_Zjet_MuSmearID_minus: -3.827569006562782 - syst_JES_Zjet_MuSmearMS_plus: 0.6680037761869314 - syst_JES_Zjet_MuSmearMS_minus: -0.39025223253685554 - syst_JES_Zjet_OOC_plus: 127.71762681791421 - syst_JES_Zjet_OOC_minus: -124.06895582699163 - syst_JES_Zjet_Stat1_plus: 7.043490647399199 - syst_JES_Zjet_Stat1_minus: -3.705239533417509 - syst_JES_Zjet_Stat10_plus: -3.2859252121738862 - syst_JES_Zjet_Stat10_minus: 2.863782463805517 - syst_JES_Zjet_Stat11_plus: 0.14948237354283614 - syst_JES_Zjet_Stat11_minus: -0.30660150032248695 - syst_JES_Zjet_Stat2_plus: 13.894648250315656 - syst_JES_Zjet_Stat2_minus: -6.817216477419504 - syst_JES_Zjet_Stat3_plus: 17.621100987168763 - syst_JES_Zjet_Stat3_minus: -10.832875887777908 - syst_JES_Zjet_Stat4_plus: 39.114318708115064 - syst_JES_Zjet_Stat4_minus: -31.83182596867481 - syst_JES_Zjet_Stat5_plus: 81.69982460507488 - syst_JES_Zjet_Stat5_minus: -76.50471108369732 - syst_JES_Zjet_Stat6_plus: 119.790959800813 - syst_JES_Zjet_Stat6_minus: -116.81404025201763 - syst_JES_Zjet_Stat7_plus: 85.90781705991603 - syst_JES_Zjet_Stat7_minus: -84.42006439229954 - syst_JES_Zjet_Stat8_plus: 28.869755662284362 - syst_JES_Zjet_Stat8_minus: -25.781113242061522 + syst_JES_Zjet_JVF_plus: 3.24880211e+01 + syst_JES_Zjet_JVF_minus: -2.51093618e+01 + syst_JES_Zjet_MC_plus: 9.91787971e+02 + syst_JES_Zjet_MC_minus: -9.17251845e+02 + syst_JES_Zjet_MuScale_plus: 1.86464058e+01 + syst_JES_Zjet_MuScale_minus: -1.84201316e+01 + syst_JES_Zjet_MuSmearID_plus: 2.50032958e+00 + syst_JES_Zjet_MuSmearID_minus: -3.82756901e+00 + syst_JES_Zjet_MuSmearMS_plus: 6.68003776e-01 + syst_JES_Zjet_MuSmearMS_minus: -3.90252233e-01 + syst_JES_Zjet_OOC_plus: 1.27717627e+02 + syst_JES_Zjet_OOC_minus: -1.24068956e+02 + syst_JES_Zjet_Stat1_plus: 7.04349065e+00 + syst_JES_Zjet_Stat1_minus: -3.70523953e+00 + syst_JES_Zjet_Stat10_plus: -3.28592521e+00 + syst_JES_Zjet_Stat10_minus: 2.86378246e+00 + syst_JES_Zjet_Stat11_plus: 1.49482374e-01 + syst_JES_Zjet_Stat11_minus: -3.06601500e-01 + syst_JES_Zjet_Stat2_plus: 1.38946483e+01 + syst_JES_Zjet_Stat2_minus: -6.81721648e+00 + syst_JES_Zjet_Stat3_plus: 1.76211010e+01 + syst_JES_Zjet_Stat3_minus: -1.08328759e+01 + syst_JES_Zjet_Stat4_plus: 3.91143187e+01 + syst_JES_Zjet_Stat4_minus: -3.18318260e+01 + syst_JES_Zjet_Stat5_plus: 8.16998246e+01 + syst_JES_Zjet_Stat5_minus: -7.65047111e+01 + syst_JES_Zjet_Stat6_plus: 1.19790960e+02 + syst_JES_Zjet_Stat6_minus: -1.16814040e+02 + syst_JES_Zjet_Stat7_plus: 8.59078171e+01 + syst_JES_Zjet_Stat7_minus: -8.44200644e+01 + syst_JES_Zjet_Stat8_plus: 2.88697557e+01 + syst_JES_Zjet_Stat8_minus: -2.57811132e+01 syst_JES_Zjet_Stat9_plus: 0.0 - syst_JES_Zjet_Stat9_minus: -0.32788541443620206 - syst_JES_Zjet_Veto_plus: 112.72696305675939 - syst_JES_Zjet_Veto_minus: -110.26623145823021 - syst_JES_Zjet_dPhi_plus: 16.143247814488877 - syst_JES_Zjet_dPhi_minus: -12.98248050258501 - syst_Unfolding_bias_plus: -55.16422842748731 - syst_Unfolding_bias_minus: 55.16422842748731 - syst_jetselection_BCH_plus: 96.19339229905556 - syst_jetselection_BCH_minus: -96.19339229905556 + syst_JES_Zjet_Stat9_minus: -3.27885414e-01 + syst_JES_Zjet_Veto_plus: 1.12726963e+02 + syst_JES_Zjet_Veto_minus: -1.10266231e+02 + syst_JES_Zjet_dPhi_plus: 1.61432478e+01 + syst_JES_Zjet_dPhi_minus: -1.29824805e+01 + syst_Unfolding_bias_plus: -5.51642284e+01 + syst_Unfolding_bias_minus: 5.51642284e+01 + syst_jetselection_BCH_plus: 9.61933923e+01 + syst_jetselection_BCH_minus: -9.61933923e+01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1143.462375856766 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1068.5090570509917 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.10790449480906715 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 2.8722677451797562e-08 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.14346238e+03 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.06850906e+03 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.07904495e-01 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 2.87226775e-08 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1532.0882627968922 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1657.5997164575044 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 660.1973173226319 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -616.9011691105795 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.12240018382339136 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 3.2569338341452375e-08 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.53208826e+03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.65759972e+03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.60197317e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.16901169e+02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.22400184e-01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 3.25693383e-08 luminosity_uncertainty: 669.42 statistical_uncertainty: 231.1 -- syst_JAR_plus: 4.5198265453444115 - syst_JAR_minus: -4.5198265453444115 - syst_JER_DataMC_Difference_plus: 3.426639461630009 - syst_JER_DataMC_Difference_minus: -3.426639461630009 - syst_JER_NP0_plus: 130.73697277358076 - syst_JER_NP0_minus: -130.73697277358076 - syst_JER_NP1_plus: 42.579141935929144 - syst_JER_NP1_minus: -42.579141935929144 - syst_JER_NP2_plus: 52.48287951322792 - syst_JER_NP2_minus: 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syst_JES_Gjet_Stat2_minus: -5.20225530e+01 + syst_JES_Gjet_Stat3_plus: 7.65563299e+01 + syst_JES_Gjet_Stat3_minus: -7.93027326e+01 + syst_JES_Gjet_Stat4_plus: 3.23777124e+01 + syst_JES_Gjet_Stat4_minus: -3.35027193e+01 + syst_JES_Gjet_Stat5_plus: 1.91201674e+01 + syst_JES_Gjet_Stat5_minus: -1.88585379e+01 + syst_JES_Gjet_Stat6_plus: 6.17445641e+00 + syst_JES_Gjet_Stat6_minus: -1.26501403e+00 + syst_JES_Gjet_Stat7_plus: -7.33764707e-01 + syst_JES_Gjet_Stat7_minus: 4.84438856e-01 + syst_JES_Gjet_Stat8_plus: -1.53230039e-01 + syst_JES_Gjet_Stat8_minus: 1.46088261e-01 + syst_JES_Gjet_Stat9_plus: 3.33825111e-02 + syst_JES_Gjet_Stat9_minus: -7.67210858e-03 + syst_JES_Gjet_Veto_plus: 2.72992715e+00 + syst_JES_Gjet_Veto_minus: -3.24137748e+00 + syst_JES_Gjet_dPhi_plus: 1.13632060e+01 + syst_JES_Gjet_dPhi_minus: -1.07975205e+01 + syst_JES_LArESZee_plus: 1.47749962e+02 + syst_JES_LArESZee_minus: -1.44355849e+02 + syst_JES_LArESmaterial_plus: 1.70278384e+02 + syst_JES_LArESmaterial_minus: -1.66806490e+02 + syst_JES_LArESpresampler_plus: 6.70676640e+01 + syst_JES_LArESpresampler_minus: -6.95227387e+01 + syst_JES_LArEsmear_plus: 1.79675833e+01 + syst_JES_LArEsmear_minus: -1.72109791e+01 + syst_JES_MJB_Alpha_plus: -7.41047907e-08 + syst_JES_MJB_Alpha_minus: 4.11677568e-08 + syst_JES_MJB_Asym_plus: 1.28339881e-02 + syst_JES_MJB_Asym_minus: -1.42411306e-03 + syst_JES_MJB_Beta_plus: 1.06702413e-02 + syst_JES_MJB_Beta_minus: -1.24026529e-02 + syst_JES_MJB_Stat1_plus: -1.61573900e-07 + syst_JES_MJB_Stat1_minus: 2.25708485e-07 syst_JES_MJB_Stat10_plus: 0.0 - syst_JES_MJB_Stat10_minus: -0.013053191180703668 - syst_JES_MJB_Stat2_plus: 0.014092638149047891 - syst_JES_MJB_Stat2_minus: -0.023992133085659558 - syst_JES_MJB_Stat3_plus: -0.026693280989792165 - syst_JES_MJB_Stat3_minus: 2.8659037841490768e-08 + syst_JES_MJB_Stat10_minus: -1.30531912e-02 + syst_JES_MJB_Stat2_plus: 1.40926381e-02 + syst_JES_MJB_Stat2_minus: -2.39921331e-02 + syst_JES_MJB_Stat3_plus: -2.66932810e-02 + syst_JES_MJB_Stat3_minus: 2.86590378e-08 syst_JES_MJB_Stat4_plus: -0.0 - syst_JES_MJB_Stat4_minus: -0.012077383822666233 - syst_JES_MJB_Stat5_plus: 0.02114249275747777 - syst_JES_MJB_Stat5_minus: -0.01675135964630931 - syst_JES_MJB_Stat6_plus: -0.08698827622156907 + syst_JES_MJB_Stat4_minus: -1.20773838e-02 + syst_JES_MJB_Stat5_plus: 2.11424928e-02 + syst_JES_MJB_Stat5_minus: -1.67513596e-02 + syst_JES_MJB_Stat6_plus: -8.69882762e-02 syst_JES_MJB_Stat6_minus: 0.0 - syst_JES_MJB_Stat7_plus: 0.014849242404917497 - syst_JES_MJB_Stat7_minus: -0.023362808050403527 - syst_JES_MJB_Stat8_plus: 0.011483414126469532 - syst_JES_MJB_Stat8_minus: -0.03085813993098093 - syst_JES_MJB_Stat9_plus: 0.03800698948877693 - syst_JES_MJB_Stat9_minus: -0.03300774454578804 - syst_JES_MJB_Threshold_plus: -0.06608619976969472 - syst_JES_MJB_Threshold_minus: 6.872370806352055e-05 - syst_JES_Pileup_MuOffset_plus: -16.8149992566161 - syst_JES_Pileup_MuOffset_minus: 19.21916231265036 - syst_JES_Pileup_NPVOffset_plus: 38.063558031271846 - syst_JES_Pileup_NPVOffset_minus: -36.06456716085748 - syst_JES_Pileup_Pt_term_plus: 107.96813441937394 - syst_JES_Pileup_Pt_term_minus: -102.69311783172228 - syst_JES_Punch_through_plus: 0.6146879248854656 - syst_JES_Punch_through_minus: -0.5946060922997678 + syst_JES_MJB_Stat7_plus: 1.48492424e-02 + syst_JES_MJB_Stat7_minus: -2.33628081e-02 + syst_JES_MJB_Stat8_plus: 1.14834141e-02 + syst_JES_MJB_Stat8_minus: -3.08581399e-02 + syst_JES_MJB_Stat9_plus: 3.80069895e-02 + syst_JES_MJB_Stat9_minus: -3.30077445e-02 + syst_JES_MJB_Threshold_plus: -6.60861998e-02 + syst_JES_MJB_Threshold_minus: 6.87237081e-05 + syst_JES_Pileup_MuOffset_plus: -1.68149993e+01 + syst_JES_Pileup_MuOffset_minus: 1.92191623e+01 + syst_JES_Pileup_NPVOffset_plus: 3.80635580e+01 + syst_JES_Pileup_NPVOffset_minus: -3.60645672e+01 + syst_JES_Pileup_Pt_term_plus: 1.07968134e+02 + syst_JES_Pileup_Pt_term_minus: -1.02693118e+02 + syst_JES_Punch_through_plus: 6.14687925e-01 + syst_JES_Punch_through_minus: -5.94606092e-01 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 8.77165962061912 - syst_JES_Zjet_JVF_minus: -7.45714811439333 - syst_JES_Zjet_MC_plus: 269.11282010431984 - syst_JES_Zjet_MC_minus: -255.1170555842945 - syst_JES_Zjet_MuScale_plus: 6.240924450752469 - syst_JES_Zjet_MuScale_minus: -5.965859912870901 - syst_JES_Zjet_MuSmearID_plus: 0.8843784512300149 - syst_JES_Zjet_MuSmearID_minus: -0.9401691762656335 - syst_JES_Zjet_MuSmearMS_plus: 0.2586596605580391 - syst_JES_Zjet_MuSmearMS_minus: -0.14700749980868322 - syst_JES_Zjet_OOC_plus: 32.48094999380406 - syst_JES_Zjet_OOC_minus: -35.88071939774898 - syst_JES_Zjet_Stat1_plus: 1.7557461376861974 - syst_JES_Zjet_Stat1_minus: -0.7423206988896376 - syst_JES_Zjet_Stat10_plus: -2.3886067068481576 - syst_JES_Zjet_Stat10_minus: 2.2238508268316917 - syst_JES_Zjet_Stat11_plus: -0.5048035310890763 - syst_JES_Zjet_Stat11_minus: 0.4867723081688193 - syst_JES_Zjet_Stat2_plus: 2.901259123208404 - syst_JES_Zjet_Stat2_minus: -1.7776664479029802 - syst_JES_Zjet_Stat3_plus: 3.466944548157642 - syst_JES_Zjet_Stat3_minus: -2.085965004500315 - syst_JES_Zjet_Stat4_plus: 6.977729716748851 - syst_JES_Zjet_Stat4_minus: -5.59745727987271 - syst_JES_Zjet_Stat5_plus: 16.602867222260134 - syst_JES_Zjet_Stat5_minus: -16.122034611053284 - syst_JES_Zjet_Stat6_plus: 29.86182647628909 - syst_JES_Zjet_Stat6_minus: -29.760003099798226 - syst_JES_Zjet_Stat7_plus: 28.756618577294514 - syst_JES_Zjet_Stat7_minus: -28.432763671511076 - syst_JES_Zjet_Stat8_plus: 17.87565942839592 - syst_JES_Zjet_Stat8_minus: -16.80085712099237 - syst_JES_Zjet_Stat9_plus: 4.297795016051836 - syst_JES_Zjet_Stat9_minus: -4.395375751855579 - syst_JES_Zjet_Veto_plus: 34.14265092959244 - syst_JES_Zjet_Veto_minus: -35.18492632506142 - syst_JES_Zjet_dPhi_plus: 3.834640074374647 - syst_JES_Zjet_dPhi_minus: -2.647407788762434 - syst_Unfolding_bias_plus: -0.5121574416134164 - syst_Unfolding_bias_minus: 0.5121574416134164 - syst_jetselection_BCH_plus: 46.632985112471616 - syst_jetselection_BCH_minus: -46.632985112471616 + syst_JES_Zjet_JVF_plus: 8.77165962e+00 + syst_JES_Zjet_JVF_minus: -7.45714811e+00 + syst_JES_Zjet_MC_plus: 2.69112820e+02 + syst_JES_Zjet_MC_minus: -2.55117056e+02 + syst_JES_Zjet_MuScale_plus: 6.24092445e+00 + syst_JES_Zjet_MuScale_minus: -5.96585991e+00 + syst_JES_Zjet_MuSmearID_plus: 8.84378451e-01 + syst_JES_Zjet_MuSmearID_minus: -9.40169176e-01 + syst_JES_Zjet_MuSmearMS_plus: 2.58659661e-01 + syst_JES_Zjet_MuSmearMS_minus: -1.47007500e-01 + syst_JES_Zjet_OOC_plus: 3.24809500e+01 + syst_JES_Zjet_OOC_minus: -3.58807194e+01 + syst_JES_Zjet_Stat1_plus: 1.75574614e+00 + syst_JES_Zjet_Stat1_minus: -7.42320699e-01 + syst_JES_Zjet_Stat10_plus: -2.38860671e+00 + syst_JES_Zjet_Stat10_minus: 2.22385083e+00 + syst_JES_Zjet_Stat11_plus: -5.04803531e-01 + syst_JES_Zjet_Stat11_minus: 4.86772308e-01 + syst_JES_Zjet_Stat2_plus: 2.90125912e+00 + syst_JES_Zjet_Stat2_minus: -1.77766645e+00 + syst_JES_Zjet_Stat3_plus: 3.46694455e+00 + syst_JES_Zjet_Stat3_minus: -2.08596500e+00 + syst_JES_Zjet_Stat4_plus: 6.97772972e+00 + syst_JES_Zjet_Stat4_minus: -5.59745728e+00 + syst_JES_Zjet_Stat5_plus: 1.66028672e+01 + syst_JES_Zjet_Stat5_minus: -1.61220346e+01 + syst_JES_Zjet_Stat6_plus: 2.98618265e+01 + syst_JES_Zjet_Stat6_minus: -2.97600031e+01 + syst_JES_Zjet_Stat7_plus: 2.87566186e+01 + syst_JES_Zjet_Stat7_minus: -2.84327637e+01 + syst_JES_Zjet_Stat8_plus: 1.78756594e+01 + syst_JES_Zjet_Stat8_minus: -1.68008571e+01 + syst_JES_Zjet_Stat9_plus: 4.29779502e+00 + syst_JES_Zjet_Stat9_minus: -4.39537575e+00 + syst_JES_Zjet_Veto_plus: 3.41426509e+01 + syst_JES_Zjet_Veto_minus: -3.51849263e+01 + syst_JES_Zjet_dPhi_plus: 3.83464007e+00 + syst_JES_Zjet_dPhi_minus: -2.64740779e+00 + syst_Unfolding_bias_plus: -5.12157442e-01 + syst_Unfolding_bias_minus: 5.12157442e-01 + syst_jetselection_BCH_plus: 4.66329851e+01 + syst_jetselection_BCH_minus: -4.66329851e+01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 389.4744150775503 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -366.5146578924232 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.04356484878890319 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 4.538918428436448e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.89474415e+02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.66514658e+02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -4.35648488e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 4.53891843e-05 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -566.7814404600771 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 609.2361316025175 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 224.8599564173221 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -211.6087753378862 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.049391408665880335 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 5.146323153475693e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.66781440e+02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.09236132e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.24859956e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.11608775e+02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -4.93914087e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 5.14632315e-05 luminosity_uncertainty: 270.21 statistical_uncertainty: 130.96 -- syst_JAR_plus: 2.059094946815226 - syst_JAR_minus: -2.059094946815226 - syst_JER_DataMC_Difference_plus: 1.1964246737676383 - syst_JER_DataMC_Difference_minus: -1.1964246737676383 - syst_JER_NP0_plus: 50.07942356397485 - syst_JER_NP0_minus: -50.07942356397485 - syst_JER_NP1_plus: 17.225121189704296 - syst_JER_NP1_minus: -17.225121189704296 - syst_JER_NP2_plus: 20.972787129992998 - syst_JER_NP2_minus: -20.972787129992998 - syst_JER_NP3_plus: 26.353869734822627 - syst_JER_NP3_minus: -26.353869734822627 - syst_JER_NP4_plus: 14.07849601342416 - syst_JER_NP4_minus: -14.07849601342416 - syst_JER_NP5_plus: 2.654478856574299 - syst_JER_NP5_minus: -2.654478856574299 - syst_JER_NP6_plus: 3.1232906525009803 - syst_JER_NP6_minus: -3.1232906525009803 - syst_JER_NP7_plus: 1.6814999256616099 - syst_JER_NP7_minus: -1.6814999256616099 - syst_JER_NP8_plus: 1.5648273067658296 - syst_JER_NP8_minus: -1.5648273067658296 - syst_JER_NoiseInSitu_plus: 15.612917728598967 - syst_JER_NoiseInSitu_minus: -15.612917728598967 - syst_JES_EtaIntercalibration_Modelling_plus: 7.709585235276927 - syst_JES_EtaIntercalibration_Modelling_minus: -7.855249232201356 +- syst_JAR_plus: 2.05909495e+00 + syst_JAR_minus: -2.05909495e+00 + syst_JER_DataMC_Difference_plus: 1.19642467e+00 + syst_JER_DataMC_Difference_minus: -1.19642467e+00 + syst_JER_NP0_plus: 5.00794236e+01 + syst_JER_NP0_minus: -5.00794236e+01 + syst_JER_NP1_plus: 1.72251212e+01 + syst_JER_NP1_minus: -1.72251212e+01 + syst_JER_NP2_plus: 2.09727871e+01 + syst_JER_NP2_minus: -2.09727871e+01 + syst_JER_NP3_plus: 2.63538697e+01 + syst_JER_NP3_minus: -2.63538697e+01 + syst_JER_NP4_plus: 1.40784960e+01 + syst_JER_NP4_minus: -1.40784960e+01 + syst_JER_NP5_plus: 2.65447886e+00 + syst_JER_NP5_minus: -2.65447886e+00 + syst_JER_NP6_plus: 3.12329065e+00 + syst_JER_NP6_minus: -3.12329065e+00 + syst_JER_NP7_plus: 1.68149993e+00 + syst_JER_NP7_minus: -1.68149993e+00 + syst_JER_NP8_plus: 1.56482731e+00 + syst_JER_NP8_minus: -1.56482731e+00 + syst_JER_NoiseInSitu_plus: 1.56129177e+01 + syst_JER_NoiseInSitu_minus: -1.56129177e+01 + syst_JES_EtaIntercalibration_Modelling_plus: 7.70958524e+00 + syst_JES_EtaIntercalibration_Modelling_minus: -7.85524923e+00 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: -0.022931472913879734 - syst_JES_EtaIntercalibration_Stat10_minus: 0.008473967665739586 - syst_JES_EtaIntercalibration_Stat100_plus: 3.179152088214718 - 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syst_JES_Pileup_NPVOffset_plus: 13.526952724098653 - syst_JES_Pileup_NPVOffset_minus: -13.816866504385137 - syst_JES_Pileup_Pt_term_plus: 46.07295654177187 - syst_JES_Pileup_Pt_term_minus: -44.70753334730065 - syst_JES_Punch_through_plus: 0.45530605640601796 - syst_JES_Punch_through_minus: -0.5387446565860305 + syst_JES_MJB_Stat7_plus: 6.80802409e-03 + syst_JES_MJB_Stat7_minus: -1.07055967e-02 + syst_JES_MJB_Stat8_plus: 5.26582420e-03 + syst_JES_MJB_Stat8_minus: -1.41421356e-02 + syst_JES_MJB_Stat9_plus: 1.74231111e-02 + syst_JES_MJB_Stat9_minus: -1.51320851e-02 + syst_JES_MJB_Threshold_plus: -3.04550891e-02 + syst_JES_MJB_Threshold_minus: 2.55124127e-03 + syst_JES_Pileup_MuOffset_plus: -7.19269018e+00 + syst_JES_Pileup_MuOffset_minus: 6.92186828e+00 + syst_JES_Pileup_NPVOffset_plus: 1.35269527e+01 + syst_JES_Pileup_NPVOffset_minus: -1.38168665e+01 + syst_JES_Pileup_Pt_term_plus: 4.60729565e+01 + syst_JES_Pileup_Pt_term_minus: -4.47075333e+01 + syst_JES_Punch_through_plus: 4.55306056e-01 + syst_JES_Punch_through_minus: -5.38744657e-01 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 3.22369981542947 - syst_JES_Zjet_JVF_minus: -3.0455089065704604 - syst_JES_Zjet_MC_plus: 94.19722985576593 - syst_JES_Zjet_MC_minus: -90.6871517939559 - syst_JES_Zjet_MuScale_plus: 2.8347910857768692 - syst_JES_Zjet_MuScale_minus: -2.658014390480232 - syst_JES_Zjet_MuSmearID_plus: 0.417193000900063 - syst_JES_Zjet_MuSmearID_minus: -0.34711871888447615 - syst_JES_Zjet_MuSmearMS_plus: 0.10571246378738884 - syst_JES_Zjet_MuSmearMS_minus: -0.07280371419096693 - syst_JES_Zjet_OOC_plus: 12.763277400417183 - syst_JES_Zjet_OOC_minus: -13.760297961890215 - syst_JES_Zjet_Stat1_plus: 0.6115059443701263 - syst_JES_Zjet_Stat1_minus: -0.3096420594815891 - syst_JES_Zjet_Stat10_plus: -0.9553719720611443 - syst_JES_Zjet_Stat10_minus: 0.22139513318950801 - syst_JES_Zjet_Stat11_plus: -1.1419774516162742 - syst_JES_Zjet_Stat11_minus: 1.095308404057962 - syst_JES_Zjet_Stat2_plus: 0.8769538300275561 - syst_JES_Zjet_Stat2_minus: -0.6969951542155799 - syst_JES_Zjet_Stat3_plus: 0.854255702351468 - syst_JES_Zjet_Stat3_minus: -0.5929090360249201 - syst_JES_Zjet_Stat4_plus: 1.5224008998946368 - syst_JES_Zjet_Stat4_minus: -1.1801612178003478 - syst_JES_Zjet_Stat5_plus: 3.9244426355853386 - syst_JES_Zjet_Stat5_minus: -3.8113055505954905 - syst_JES_Zjet_Stat6_plus: 8.30284782469244 - syst_JES_Zjet_Stat6_minus: -7.846763950827117 - syst_JES_Zjet_Stat7_plus: 9.31896026925751 - syst_JES_Zjet_Stat7_minus: -8.705191583187586 - syst_JES_Zjet_Stat8_plus: 9.206530291048848 - syst_JES_Zjet_Stat8_minus: -8.973185053257287 - syst_JES_Zjet_Stat9_plus: 5.1781429586290875 - syst_JES_Zjet_Stat9_minus: -4.915806342808878 - syst_JES_Zjet_Veto_plus: 13.208754672564707 - syst_JES_Zjet_Veto_minus: -13.328962825366421 - syst_JES_Zjet_dPhi_plus: 1.2176378772032348 - syst_JES_Zjet_dPhi_minus: -0.8126071129395803 - syst_Unfolding_bias_plus: 7.430985163489428 - syst_Unfolding_bias_minus: -7.430985163489428 - syst_jetselection_BCH_plus: 24.303260069381636 - syst_jetselection_BCH_minus: -24.303260069381636 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.8098913370331178 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.068692418947394 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 157.3948984243136 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -149.05810947412422 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.020067690450074217 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.001684328352786356 + syst_JES_Zjet_JVF_plus: 3.22369982e+00 + syst_JES_Zjet_JVF_minus: -3.04550891e+00 + syst_JES_Zjet_MC_plus: 9.41972299e+01 + syst_JES_Zjet_MC_minus: -9.06871518e+01 + syst_JES_Zjet_MuScale_plus: 2.83479109e+00 + syst_JES_Zjet_MuScale_minus: -2.65801439e+00 + syst_JES_Zjet_MuSmearID_plus: 4.17193001e-01 + syst_JES_Zjet_MuSmearID_minus: -3.47118719e-01 + syst_JES_Zjet_MuSmearMS_plus: 1.05712464e-01 + syst_JES_Zjet_MuSmearMS_minus: -7.28037142e-02 + syst_JES_Zjet_OOC_plus: 1.27632774e+01 + syst_JES_Zjet_OOC_minus: -1.37602980e+01 + syst_JES_Zjet_Stat1_plus: 6.11505944e-01 + syst_JES_Zjet_Stat1_minus: -3.09642059e-01 + syst_JES_Zjet_Stat10_plus: -9.55371972e-01 + syst_JES_Zjet_Stat10_minus: 2.21395133e-01 + syst_JES_Zjet_Stat11_plus: -1.14197745e+00 + syst_JES_Zjet_Stat11_minus: 1.09530840e+00 + syst_JES_Zjet_Stat2_plus: 8.76953830e-01 + syst_JES_Zjet_Stat2_minus: -6.96995154e-01 + syst_JES_Zjet_Stat3_plus: 8.54255702e-01 + syst_JES_Zjet_Stat3_minus: -5.92909036e-01 + syst_JES_Zjet_Stat4_plus: 1.52240090e+00 + syst_JES_Zjet_Stat4_minus: -1.18016122e+00 + syst_JES_Zjet_Stat5_plus: 3.92444264e+00 + syst_JES_Zjet_Stat5_minus: -3.81130555e+00 + syst_JES_Zjet_Stat6_plus: 8.30284782e+00 + syst_JES_Zjet_Stat6_minus: -7.84676395e+00 + syst_JES_Zjet_Stat7_plus: 9.31896027e+00 + syst_JES_Zjet_Stat7_minus: -8.70519158e+00 + syst_JES_Zjet_Stat8_plus: 9.20653029e+00 + syst_JES_Zjet_Stat8_minus: -8.97318505e+00 + syst_JES_Zjet_Stat9_plus: 5.17814296e+00 + syst_JES_Zjet_Stat9_minus: -4.91580634e+00 + syst_JES_Zjet_Veto_plus: 1.32087547e+01 + syst_JES_Zjet_Veto_minus: -1.33289628e+01 + syst_JES_Zjet_dPhi_plus: 1.21763788e+00 + syst_JES_Zjet_dPhi_minus: -8.12607113e-01 + syst_Unfolding_bias_plus: 7.43098516e+00 + syst_Unfolding_bias_minus: -7.43098516e+00 + syst_jetselection_BCH_plus: 2.43032601e+01 + syst_jetselection_BCH_minus: -2.43032601e+01 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.80989134e+00 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.06869242e+00 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.57394898e+02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.49058109e+02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -2.00676905e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.68432835e-03 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -240.88299607900927 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 257.2383759278541 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 90.97494425389881 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -86.15530443333131 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.022768838354206827 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0019113096295472378 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.40882996e+02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.57238376e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.09749443e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.61553044e+01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -2.27688384e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.91130963e-03 luminosity_uncertainty: 123.871 statistical_uncertainty: 81.62 -- syst_JAR_plus: 0.9160568350271723 - syst_JAR_minus: -0.9160568350271723 - syst_JER_DataMC_Difference_plus: 0.5168243463692476 - syst_JER_DataMC_Difference_minus: -0.5168243463692476 - syst_JER_NP0_plus: 20.265680348806452 - syst_JER_NP0_minus: -20.265680348806452 - syst_JER_NP1_plus: 8.591347391416551 - syst_JER_NP1_minus: -8.591347391416551 - syst_JER_NP2_plus: 9.373407491408873 - syst_JER_NP2_minus: -9.373407491408873 - syst_JER_NP3_plus: 11.617764414894975 - syst_JER_NP3_minus: -11.617764414894975 - syst_JER_NP4_plus: 6.749334226425596 - syst_JER_NP4_minus: -6.749334226425596 - syst_JER_NP5_plus: 1.238851080638831 - syst_JER_NP5_minus: -1.238851080638831 - syst_JER_NP6_plus: 1.4396694064958107 - syst_JER_NP6_minus: -1.4396694064958107 - syst_JER_NP7_plus: 0.7906868027227975 - syst_JER_NP7_minus: -0.7906868027227975 - syst_JER_NP8_plus: 0.6240217343971282 - syst_JER_NP8_minus: -0.6240217343971282 - syst_JER_NoiseInSitu_plus: 4.931362691994982 - syst_JER_NoiseInSitu_minus: -4.931362691994982 - syst_JES_EtaIntercalibration_Modelling_plus: 4.026973118857388 - syst_JES_EtaIntercalibration_Modelling_minus: -3.9590908678634795 +- syst_JAR_plus: 9.16056835e-01 + syst_JAR_minus: -9.16056835e-01 + syst_JER_DataMC_Difference_plus: 5.16824346e-01 + syst_JER_DataMC_Difference_minus: -5.16824346e-01 + syst_JER_NP0_plus: 2.02656803e+01 + syst_JER_NP0_minus: -2.02656803e+01 + syst_JER_NP1_plus: 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syst_JES_EtaIntercalibration_Stat10_plus: -0.004752464676354786 - syst_JES_EtaIntercalibration_Stat10_minus: 0.000515905107553705 - syst_JES_EtaIntercalibration_Stat100_plus: 1.8780756108314702 - syst_JES_EtaIntercalibration_Stat100_minus: -1.8207999615553598 + syst_JES_EtaIntercalibration_Stat10_plus: -4.75246468e-03 + syst_JES_EtaIntercalibration_Stat10_minus: 5.15905108e-04 + syst_JES_EtaIntercalibration_Stat100_plus: 1.87807561e+00 + syst_JES_EtaIntercalibration_Stat100_minus: -1.82079996e+00 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 - syst_JES_EtaIntercalibration_Stat101_minus: -0.016206887424795667 + syst_JES_EtaIntercalibration_Stat101_minus: -1.62068874e-02 syst_JES_EtaIntercalibration_Stat102_plus: 0.0 syst_JES_EtaIntercalibration_Stat102_minus: 0.0 syst_JES_EtaIntercalibration_Stat103_plus: 0.0 @@ -27604,8 +27604,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - 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syst_JES_EtaIntercalibration_Stat115_plus: 7.38502322e-01 + syst_JES_EtaIntercalibration_Stat115_minus: -7.40765064e-01 + syst_JES_EtaIntercalibration_Stat116_plus: 5.07136983e-01 + syst_JES_EtaIntercalibration_Stat116_minus: -5.19016377e-01 syst_JES_EtaIntercalibration_Stat117_plus: 0.0 syst_JES_EtaIntercalibration_Stat117_minus: 0.0 - syst_JES_EtaIntercalibration_Stat118_plus: -0.0011462200923033935 + syst_JES_EtaIntercalibration_Stat118_plus: -1.14622009e-03 syst_JES_EtaIntercalibration_Stat118_minus: 0.0 - syst_JES_EtaIntercalibration_Stat119_plus: 0.5199356162064683 - syst_JES_EtaIntercalibration_Stat119_minus: -0.5572001435749995 - syst_JES_EtaIntercalibration_Stat12_plus: 0.9958891906231335 - syst_JES_EtaIntercalibration_Stat12_minus: -0.9572811603703479 - syst_JES_EtaIntercalibration_Stat120_plus: 0.9437754208496849 - syst_JES_EtaIntercalibration_Stat120_minus: -0.8155769614205638 - syst_JES_EtaIntercalibration_Stat121_plus: 0.0019275730855145285 - 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+ syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 8.75681038e-03 luminosity_uncertainty: 58.255 statistical_uncertainty: 22.131 -- syst_JAR_plus: 0.4052428962980104 - syst_JAR_minus: -0.4052428962980104 - syst_JER_DataMC_Difference_plus: 0.24946727240261396 - syst_JER_DataMC_Difference_minus: -0.24946727240261396 - syst_JER_NP0_plus: 9.189559728300372 - syst_JER_NP0_minus: -9.189559728300372 - syst_JER_NP1_plus: 4.046772108730611 - syst_JER_NP1_minus: -4.046772108730611 - syst_JER_NP2_plus: 4.209406668403517 - syst_JER_NP2_minus: -4.209406668403517 - syst_JER_NP3_plus: 4.997123622645331 - syst_JER_NP3_minus: -4.997123622645331 - syst_JER_NP4_plus: 3.032780984509102 - syst_JER_NP4_minus: -3.032780984509102 - syst_JER_NP5_plus: 0.5982830475619378 - syst_JER_NP5_minus: -0.5982830475619378 - syst_JER_NP6_plus: 0.6299614313590952 - syst_JER_NP6_minus: -0.6299614313590952 - syst_JER_NP7_plus: 0.3865752772746855 - syst_JER_NP7_minus: -0.3865752772746855 - syst_JER_NP8_plus: 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syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 2.91681547e-02 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -21.45361974119985 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 22.351645353306765 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.797973582925246 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.455733900830957 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.04525483399593904 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 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+ syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 4.20233560e-02 luminosity_uncertainty: 7.46 statistical_uncertainty: 2.73 -- syst_JAR_plus: 0.051180388822282305 - syst_JAR_minus: -0.051180388822282305 - syst_JER_DataMC_Difference_plus: 0.034379531701289934 - syst_JER_DataMC_Difference_minus: -0.034379531701289934 - syst_JER_NP0_plus: 0.8270320912757859 - syst_JER_NP0_minus: -0.8270320912757859 - syst_JER_NP1_plus: 0.35631110703990126 - syst_JER_NP1_minus: -0.35631110703990126 - syst_JER_NP2_plus: 0.34619948006893364 - syst_JER_NP2_minus: -0.34619948006893364 - syst_JER_NP3_plus: 0.39322208101783906 - syst_JER_NP3_minus: -0.39322208101783906 - syst_JER_NP4_plus: 0.23023396795433987 - syst_JER_NP4_minus: -0.23023396795433987 - syst_JER_NP5_plus: 0.0807586654793156 - syst_JER_NP5_minus: -0.0807586654793156 - syst_JER_NP6_plus: 0.05709887258081371 - syst_JER_NP6_minus: -0.05709887258081371 - syst_JER_NP7_plus: 0.05743121276797138 - syst_JER_NP7_minus: 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syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.5865966055803904 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.90198541008156 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.8907424122606938 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.007175719615481084 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0047963052967883515 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.51942146e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.58659661e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.01985410e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.90742412e-01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -7.17571962e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 4.79630530e-03 luminosity_uncertainty: 2.176 statistical_uncertainty: 0.7227 -- 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syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.2904698756654491 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.4645691552395617 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.46174072811481554 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.008219409224512428 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.01162483548270684 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.26713535e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.29046988e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.64569155e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.61740728e-01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 8.21940922e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.16248355e-02 luminosity_uncertainty: 1.2025 statistical_uncertainty: 0.31979 -- 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- syst_JES_Zjet_Stat2_minus: -0.002367393503412561 - syst_JES_Zjet_Stat3_plus: 0.00023115320676988236 - syst_JES_Zjet_Stat3_minus: -0.00016058395000746492 - syst_JES_Zjet_Stat4_plus: 0.001858276620958247 - syst_JES_Zjet_Stat4_minus: -0.0020039406178826756 - syst_JES_Zjet_Stat5_plus: 0.0030320738777279157 - syst_JES_Zjet_Stat5_minus: -0.0023023396795433986 - syst_JES_Zjet_Stat6_plus: 0.0022210223997069455 - syst_JES_Zjet_Stat6_minus: -0.00205626651969048 - syst_JES_Zjet_Stat7_plus: 0.0021764746724921933 - syst_JES_Zjet_Stat7_minus: -0.0021920310216782973 - syst_JES_Zjet_Stat8_plus: 0.0031812734085582776 - syst_JES_Zjet_Stat8_minus: -0.003704532426636322 - syst_JES_Zjet_Stat9_plus: 0.013244110011624035 - syst_JES_Zjet_Stat9_minus: -0.014248201640908932 - syst_JES_Zjet_Veto_plus: 0.09598974554607383 - syst_JES_Zjet_Veto_minus: -0.09159154136709349 - syst_JES_Zjet_dPhi_plus: 0.003827569006562782 - syst_JES_Zjet_dPhi_minus: -0.0048076190052873365 - syst_Unfolding_bias_plus: -0.002673570739666336 - syst_Unfolding_bias_minus: 0.002673570739666336 - syst_jetselection_BCH_plus: 0.05767870014138668 - syst_jetselection_BCH_minus: -0.05767870014138668 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.07971921851097137 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.08403964094402117 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.19897984822589446 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.18872679989868954 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.017288760800011085 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.015733125881400682 + syst_JES_Zjet_JVF_plus: 9.29421153e-03 + syst_JES_Zjet_JVF_minus: -9.97161983e-03 + syst_JES_Zjet_MC_plus: 1.65745830e-01 + syst_JES_Zjet_MC_minus: -1.59028315e-01 + syst_JES_Zjet_MuScale_plus: 2.49820826e-02 + syst_JES_Zjet_MuScale_minus: -2.49255140e-02 + syst_JES_Zjet_MuSmearID_plus: 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+ syst_JES_Zjet_Stat4_plus: 1.59452579e-03 + syst_JES_Zjet_Stat4_minus: -1.35693791e-03 + syst_JES_Zjet_Stat5_plus: 1.94242233e-03 + syst_JES_Zjet_Stat5_minus: -1.74726086e-03 + syst_JES_Zjet_Stat6_plus: 1.33784603e-03 + syst_JES_Zjet_Stat6_minus: -1.08894444e-03 + syst_JES_Zjet_Stat7_plus: 1.60442529e-03 + syst_JES_Zjet_Stat7_minus: -1.51320851e-03 + syst_JES_Zjet_Stat8_plus: 1.75008928e-03 + syst_JES_Zjet_Stat8_minus: -1.53795725e-03 + syst_JES_Zjet_Stat9_plus: 4.06162135e-03 + syst_JES_Zjet_Stat9_minus: -3.82261926e-03 + syst_JES_Zjet_Veto_plus: 2.85317586e-02 + syst_JES_Zjet_Veto_minus: -2.80544615e-02 + syst_JES_Zjet_dPhi_plus: 1.99616244e-03 + syst_JES_Zjet_dPhi_minus: -2.04636702e-03 + syst_Unfolding_bias_plus: -9.67463498e-04 + syst_Unfolding_bias_minus: 9.67463498e-04 + syst_jetselection_BCH_plus: 2.53427070e-02 + syst_jetselection_BCH_minus: -2.53427070e-02 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.95712056e-02 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.03631652e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 5.97151677e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.79332586e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.10591501e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.11793582e-02 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.10811662684342312 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.11101576464628796 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.045693240200274696 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.04432852411258466 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.01450276008213609 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.014658323573997128 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.08116627e-01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.11015765e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.56932402e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.43285241e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.45027601e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.46583236e-02 luminosity_uncertainty: 0.1438 statistical_uncertainty: 0.035258 -- syst_JAR_plus: 0.0013633018741276636 - syst_JAR_minus: -0.0013633018741276636 - 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syst_JES_EtaIntercalibration_Stat100_minus: -3.09995613e-04 + syst_JES_EtaIntercalibration_Stat101_plus: 7.76049692e-07 + syst_JES_EtaIntercalibration_Stat101_minus: -1.53300750e-08 syst_JES_EtaIntercalibration_Stat102_plus: 0.0 syst_JES_EtaIntercalibration_Stat102_minus: 0.0 syst_JES_EtaIntercalibration_Stat103_plus: 0.0 @@ -34996,8 +34996,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: -3.89757257790025e-06 - syst_JES_EtaIntercalibration_Stat11_minus: 3.3304729393886385e-06 + syst_JES_EtaIntercalibration_Stat11_plus: -3.89757258e-06 + syst_JES_EtaIntercalibration_Stat11_minus: 3.33047294e-06 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -35006,24 +35006,24 @@ bins: syst_JES_EtaIntercalibration_Stat112_minus: 0.0 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syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.03215921640836418 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.03181273408558277 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.007875755328855765 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.007959193929035779 + syst_JES_Zjet_JVF_plus: 1.80453651e-03 + syst_JES_Zjet_JVF_minus: -1.66028672e-03 + syst_JES_Zjet_MC_plus: 2.02798225e-02 + syst_JES_Zjet_MC_minus: -1.98060609e-02 + syst_JES_Zjet_MuScale_plus: 4.22849855e-03 + syst_JES_Zjet_MuScale_minus: -3.86504567e-03 + syst_JES_Zjet_MuSmearID_plus: 2.12414877e-04 + syst_JES_Zjet_MuSmearID_minus: -2.27829805e-04 + syst_JES_Zjet_MuSmearMS_plus: 4.16132341e-05 + syst_JES_Zjet_MuSmearMS_minus: -2.65801439e-05 + syst_JES_Zjet_OOC_plus: 2.82255814e-02 + syst_JES_Zjet_OOC_minus: -2.83054845e-02 + syst_JES_Zjet_Stat1_plus: 1.82928524e-04 + syst_JES_Zjet_Stat1_minus: -9.40522730e-05 + 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1.29754094e-03 + syst_JES_Zjet_dPhi_minus: -1.28693434e-03 + syst_Unfolding_bias_plus: -9.55301261e-05 + syst_Unfolding_bias_minus: 9.55301261e-05 + syst_jetselection_BCH_plus: 1.69422785e-02 + syst_jetselection_BCH_minus: -1.69422785e-02 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.80382940e-02 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.81938575e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.21592164e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.18127341e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.87575533e-03 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.95919393e-03 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0616667823872788 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.06221832567660431 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.025448773054903843 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.02517300141024109 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.010528819971867692 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.010641957056857538 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.16667824e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.22183257e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.54487731e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.51730014e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.05288200e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.06419571e-02 luminosity_uncertainty: 0.08571 statistical_uncertainty: 0.025004 -- syst_JAR_plus: 0.0008745496669715218 - syst_JAR_minus: -0.0008745496669715218 - syst_JER_DataMC_Difference_plus: 0.000626496608131281 - syst_JER_DataMC_Difference_minus: -0.000626496608131281 - syst_JER_NP0_plus: 0.007324919146311446 - syst_JER_NP0_minus: -0.007324919146311446 - syst_JER_NP1_plus: 0.003445024237940859 - syst_JER_NP1_minus: -0.003445024237940859 - syst_JER_NP2_plus: 0.0013802724368761406 - syst_JER_NP2_minus: -0.0013802724368761406 - syst_JER_NP3_plus: 0.0020230325009747124 - syst_JER_NP3_minus: -0.0020230325009747124 - syst_JER_NP4_plus: 0.001289055662103076 - syst_JER_NP4_minus: -0.001289055662103076 - syst_JER_NP5_plus: 0.0008835299230925911 - 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syst_JES_EtaIntercalibration_Stat100_minus: -0.0001557756238953964 - syst_JES_EtaIntercalibration_Stat101_plus: 1.433305445465132e-07 - syst_JES_EtaIntercalibration_Stat101_minus: -1.8158502140870537e-09 + syst_JES_EtaIntercalibration_Stat10_plus: -3.05187287e-06 + syst_JES_EtaIntercalibration_Stat10_minus: 1.53159329e-16 + syst_JES_EtaIntercalibration_Stat100_plus: 1.77413091e-04 + syst_JES_EtaIntercalibration_Stat100_minus: -1.55775624e-04 + syst_JES_EtaIntercalibration_Stat101_plus: 1.43330545e-07 + syst_JES_EtaIntercalibration_Stat101_minus: -1.81585021e-09 syst_JES_EtaIntercalibration_Stat102_plus: 0.0 syst_JES_EtaIntercalibration_Stat102_minus: 0.0 syst_JES_EtaIntercalibration_Stat103_plus: 0.0 @@ -35668,8 +35668,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: -2.3461802999769643e-06 - syst_JES_EtaIntercalibration_Stat11_minus: 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syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.76635274e-02 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.43482272e-03 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.33512066e-03 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.03565939497523759 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.03601294836583087 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.014644181438373398 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.014467404743076761 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.007421085668552816 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0072846140597838125 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.56593950e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.60129484e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.46441814e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.44674047e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.42108567e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.28461406e-03 luminosity_uncertainty: 0.0516 statistical_uncertainty: 0.017788 -- syst_JAR_plus: 0.0005444015108355229 - syst_JAR_minus: -0.0005444015108355229 - syst_JER_DataMC_Difference_plus: 0.0004156373659814526 - syst_JER_DataMC_Difference_minus: -0.0004156373659814526 - syst_JER_NP0_plus: 0.004224255910808434 - 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syst_JAR_plus: 5.44401511e-04 + syst_JAR_minus: -5.44401511e-04 + syst_JER_DataMC_Difference_plus: 4.15637366e-04 + syst_JER_DataMC_Difference_minus: -4.15637366e-04 + syst_JER_NP0_plus: 4.22425591e-03 + syst_JER_NP0_minus: -4.22425591e-03 + syst_JER_NP1_plus: 2.04778124e-03 + syst_JER_NP1_minus: -2.04778124e-03 + syst_JER_NP2_plus: 6.91833275e-04 + syst_JER_NP2_minus: -6.91833275e-04 + syst_JER_NP3_plus: 1.02318351e-03 + syst_JER_NP3_minus: -1.02318351e-03 + syst_JER_NP4_plus: 7.09723076e-04 + syst_JER_NP4_minus: -7.09723076e-04 + syst_JER_NP5_plus: 5.33724198e-04 + syst_JER_NP5_minus: -5.33724198e-04 + syst_JER_NP6_plus: 5.81100353e-04 + syst_JER_NP6_minus: -5.81100353e-04 + syst_JER_NP7_plus: 5.34714148e-04 + syst_JER_NP7_minus: -5.34714148e-04 + syst_JER_NP8_plus: 5.33512066e-04 + syst_JER_NP8_minus: -5.33512066e-04 + syst_JER_NoiseInSitu_plus: 9.82878426e-04 + syst_JER_NoiseInSitu_minus: -9.82878426e-04 + syst_JES_EtaIntercalibration_Modelling_plus: 2.37800011e-03 + 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syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.95722362e-03 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.00762716e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.86626092e-03 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.56098975e-03 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.42593235e-03 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.020760655095637036 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.02106471101154725 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.008549628091326545 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.008371437182467537 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.004970253564960242 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.004782163161164621 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.07606551e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.10647110e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.54962809e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.37143718e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.97025356e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.78216316e-03 luminosity_uncertainty: 0.03113 statistical_uncertainty: 0.007883 -- syst_JAR_plus: 0.000334461507501237 - syst_JAR_minus: -0.000334461507501237 - 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2.16303964e-05 + syst_JES_MJB_Stat1_minus: -1.91555227e-05 + syst_JES_MJB_Stat10_plus: 7.49603899e-07 + syst_JES_MJB_Stat10_minus: -1.77059538e-07 + syst_JES_MJB_Stat2_plus: 1.08823734e-04 + syst_JES_MJB_Stat2_minus: -1.07833784e-04 + syst_JES_MJB_Stat3_plus: 2.19061681e-04 + syst_JES_MJB_Stat3_minus: -2.23445743e-04 + syst_JES_MJB_Stat4_plus: 4.88681496e-05 + syst_JES_MJB_Stat4_minus: -4.40951789e-05 + syst_JES_MJB_Stat5_plus: 5.03601450e-05 + syst_JES_MJB_Stat5_minus: -4.32607929e-05 + syst_JES_MJB_Stat6_plus: 5.97151677e-05 + syst_JES_MJB_Stat6_minus: -6.02242846e-05 + syst_JES_MJB_Stat7_plus: 8.77802358e-06 + syst_JES_MJB_Stat7_minus: -9.78423653e-06 + syst_JES_MJB_Stat8_plus: -1.95161472e-05 + syst_JES_MJB_Stat8_minus: 2.02232539e-05 + syst_JES_MJB_Stat9_plus: -9.91080865e-06 + syst_JES_MJB_Stat9_minus: 1.06490281e-05 + syst_JES_MJB_Threshold_plus: 6.70690782e-04 + syst_JES_MJB_Threshold_minus: -6.80448856e-04 + syst_JES_Pileup_MuOffset_plus: -2.07394419e-05 + 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3.56169686e-04 + syst_JES_Zjet_Veto_minus: -3.62816489e-04 + syst_JES_Zjet_dPhi_plus: 5.77635530e-05 + syst_JES_Zjet_dPhi_minus: -5.67241060e-05 + syst_Unfolding_bias_plus: -9.17329627e-07 + syst_Unfolding_bias_minus: 9.17329627e-07 + syst_jetselection_BCH_plus: 6.36254682e-04 + syst_jetselection_BCH_minus: -6.36254682e-04 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.29537167e-04 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.52588848e-04 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.08323964e-04 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.17092088e-04 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.35365645e-04 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.39537575e-04 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.001489166881178869 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0015436141033302333 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0006204154898130767 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0006293250352560272 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0006880148980945107 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0006945909911595455 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.48916688e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.54361410e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.20415490e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.29325035e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 6.88014898e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -6.94590991e-04 luminosity_uncertainty: 0.002642 - statistical_uncertainty: 0.0004517 -- syst_JAR_plus: 2.262741699796952e-05 - syst_JAR_minus: -2.262741699796952e-05 - syst_JER_DataMC_Difference_plus: 1.6609938290072002e-05 - syst_JER_DataMC_Difference_minus: -1.6609938290072002e-05 - syst_JER_NP0_plus: 0.00021305127317150675 - syst_JER_NP0_minus: -0.00021305127317150675 - syst_JER_NP1_plus: 0.0001356230806315798 - syst_JER_NP1_minus: -0.0001356230806315798 - syst_JER_NP2_plus: 5.4404795744492966e-05 - syst_JER_NP2_minus: -5.4404795744492966e-05 - syst_JER_NP3_plus: 4.022730478170268e-05 - syst_JER_NP3_minus: -4.022730478170268e-05 - syst_JER_NP4_plus: 3.938584771209069e-05 - syst_JER_NP4_minus: -3.938584771209069e-05 - syst_JER_NP5_plus: 3.919492888117033e-05 - syst_JER_NP5_minus: -3.919492888117033e-05 - syst_JER_NP6_plus: 4.946919041181086e-05 - syst_JER_NP6_minus: -4.946919041181086e-05 - syst_JER_NP7_plus: 3.074500284599108e-05 - syst_JER_NP7_minus: -3.074500284599108e-05 - syst_JER_NP8_plus: 2.228800574299998e-05 - syst_JER_NP8_minus: -2.228800574299998e-05 - syst_JER_NoiseInSitu_plus: 4.7164022305142716e-05 - syst_JER_NoiseInSitu_minus: -4.7164022305142716e-05 - syst_JES_EtaIntercalibration_Modelling_plus: 0.00011370277041479683 - syst_JES_EtaIntercalibration_Modelling_minus: -0.00011469271990845801 + statistical_uncertainty: 4.51700000e-04 +- syst_JAR_plus: 2.26274170e-05 + syst_JAR_minus: -2.26274170e-05 + syst_JER_DataMC_Difference_plus: 1.66099383e-05 + syst_JER_DataMC_Difference_minus: -1.66099383e-05 + syst_JER_NP0_plus: 2.13051273e-04 + syst_JER_NP0_minus: -2.13051273e-04 + syst_JER_NP1_plus: 1.35623081e-04 + syst_JER_NP1_minus: -1.35623081e-04 + syst_JER_NP2_plus: 5.44047957e-05 + syst_JER_NP2_minus: -5.44047957e-05 + syst_JER_NP3_plus: 4.02273048e-05 + syst_JER_NP3_minus: -4.02273048e-05 + syst_JER_NP4_plus: 3.93858477e-05 + syst_JER_NP4_minus: -3.93858477e-05 + syst_JER_NP5_plus: 3.91949289e-05 + syst_JER_NP5_minus: -3.91949289e-05 + syst_JER_NP6_plus: 4.94691904e-05 + syst_JER_NP6_minus: -4.94691904e-05 + syst_JER_NP7_plus: 3.07450028e-05 + syst_JER_NP7_minus: -3.07450028e-05 + syst_JER_NP8_plus: 2.22880057e-05 + syst_JER_NP8_minus: -2.22880057e-05 + syst_JER_NoiseInSitu_plus: 4.71640223e-05 + syst_JER_NoiseInSitu_minus: -4.71640223e-05 + syst_JES_EtaIntercalibration_Modelling_plus: 1.13702770e-04 + syst_JES_EtaIntercalibration_Modelling_minus: -1.14692720e-04 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: -9.587660846108399e-08 - syst_JES_EtaIntercalibration_Stat10_minus: 6.776911390891871e-21 - syst_JES_EtaIntercalibration_Stat100_plus: 2.6332656531387026e-06 - syst_JES_EtaIntercalibration_Stat100_minus: -2.6339727599198893e-06 - syst_JES_EtaIntercalibration_Stat101_plus: 1.4764389591175112e-13 - syst_JES_EtaIntercalibration_Stat101_minus: -1.3788582233137676e-15 + syst_JES_EtaIntercalibration_Stat10_plus: -9.58766085e-08 + syst_JES_EtaIntercalibration_Stat10_minus: 6.77691139e-21 + syst_JES_EtaIntercalibration_Stat100_plus: 2.63326565e-06 + syst_JES_EtaIntercalibration_Stat100_minus: -2.63397276e-06 + syst_JES_EtaIntercalibration_Stat101_plus: 1.47643896e-13 + syst_JES_EtaIntercalibration_Stat101_minus: -1.37885822e-15 syst_JES_EtaIntercalibration_Stat102_plus: 0.0 syst_JES_EtaIntercalibration_Stat102_minus: 0.0 syst_JES_EtaIntercalibration_Stat103_plus: 0.0 @@ -40372,8 +40372,8 @@ bins: syst_JES_EtaIntercalibration_Stat108_minus: 0.0 syst_JES_EtaIntercalibration_Stat109_plus: 0.0 syst_JES_EtaIntercalibration_Stat109_minus: 0.0 - syst_JES_EtaIntercalibration_Stat11_plus: -7.370881087088571e-08 - syst_JES_EtaIntercalibration_Stat11_minus: 6.250116838907893e-08 + syst_JES_EtaIntercalibration_Stat11_plus: -7.37088109e-08 + syst_JES_EtaIntercalibration_Stat11_minus: 6.25011684e-08 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 @@ -40382,24 +40382,24 @@ bins: syst_JES_EtaIntercalibration_Stat112_minus: 0.0 syst_JES_EtaIntercalibration_Stat113_plus: 0.0 syst_JES_EtaIntercalibration_Stat113_minus: 0.0 - syst_JES_EtaIntercalibration_Stat114_plus: 5.752313664952564e-08 - syst_JES_EtaIntercalibration_Stat114_minus: -6.03374216386481e-17 - syst_JES_EtaIntercalibration_Stat115_plus: 4.527604719937463e-06 - syst_JES_EtaIntercalibration_Stat115_minus: -4.376990975544729e-06 - syst_JES_EtaIntercalibration_Stat116_plus: 5.306836392805039e-06 - 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syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.00035079567414664616 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0003506542527904089 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0003039144945539781 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0003023588596353677 + syst_JES_Zjet_Stat11_plus: 3.92514974e-05 + syst_JES_Zjet_Stat11_minus: -3.83888272e-05 + syst_JES_Zjet_Stat2_plus: 4.59195144e-05 + syst_JES_Zjet_Stat2_minus: -4.58063773e-05 + syst_JES_Zjet_Stat3_plus: 4.61457885e-06 + syst_JES_Zjet_Stat3_minus: -2.58518239e-06 + syst_JES_Zjet_Stat4_plus: 2.43881129e-05 + syst_JES_Zjet_Stat4_minus: -2.33981634e-05 + syst_JES_Zjet_Stat5_plus: 3.42381103e-05 + syst_JES_Zjet_Stat5_minus: -3.39976940e-05 + syst_JES_Zjet_Stat6_plus: 2.11283506e-05 + syst_JES_Zjet_Stat6_minus: -2.02091118e-05 + syst_JES_Zjet_Stat7_plus: 2.68276313e-05 + syst_JES_Zjet_Stat7_minus: -2.54982705e-05 + 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syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.02358860e-04 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0008898231734451513 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0009223500853797325 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.00037172603486976805 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.00037151390283541203 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0004937726653025661 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0004912270808902946 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -8.89823173e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.22350085e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.71726035e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.71513903e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.93772665e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.91227081e-04 luminosity_uncertainty: 0.001621 - statistical_uncertainty: 0.00031368 -- syst_JAR_plus: 1.3215825740376571e-05 - syst_JAR_minus: -1.3215825740376571e-05 - syst_JER_DataMC_Difference_plus: 9.505636459490757e-06 - syst_JER_DataMC_Difference_minus: -9.505636459490757e-06 - syst_JER_NP0_plus: 0.00013576450198781711 - syst_JER_NP0_minus: -0.00013576450198781711 - syst_JER_NP1_plus: 9.006419071973055e-05 - 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syst_JAR_minus: -1.32158257e-05 + syst_JER_DataMC_Difference_plus: 9.50563646e-06 + syst_JER_DataMC_Difference_minus: -9.50563646e-06 + syst_JER_NP0_plus: 1.35764502e-04 + syst_JER_NP0_minus: -1.35764502e-04 + syst_JER_NP1_plus: 9.00641907e-05 + syst_JER_NP1_minus: -9.00641907e-05 + syst_JER_NP2_plus: 3.92019999e-05 + syst_JER_NP2_minus: -3.92019999e-05 + syst_JER_NP3_plus: 2.35961533e-05 + syst_JER_NP3_minus: -2.35961533e-05 + syst_JER_NP4_plus: 2.32920974e-05 + syst_JER_NP4_minus: -2.32920974e-05 + syst_JER_NP5_plus: 2.32567420e-05 + syst_JER_NP5_minus: -2.32567420e-05 + syst_JER_NP6_plus: 3.11551248e-05 + syst_JER_NP6_minus: -3.11551248e-05 + syst_JER_NP7_plus: 2.13829091e-05 + syst_JER_NP7_minus: -2.13829091e-05 + syst_JER_NP8_plus: 1.28481302e-05 + syst_JER_NP8_minus: -1.28481302e-05 + syst_JER_NoiseInSitu_plus: 2.72851294e-05 + syst_JER_NoiseInSitu_minus: -2.72851294e-05 + syst_JES_EtaIntercalibration_Modelling_plus: 6.84408654e-05 + syst_JES_EtaIntercalibration_Modelling_minus: -6.81580226e-05 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 - syst_JES_EtaIntercalibration_Stat10_plus: -5.834338051570203e-08 - syst_JES_EtaIntercalibration_Stat10_minus: 2.0838436841567552e-21 - syst_JES_EtaIntercalibration_Stat100_plus: 1.4191633098414007e-06 - syst_JES_EtaIntercalibration_Stat100_minus: -1.5839191898578665e-06 - syst_JES_EtaIntercalibration_Stat101_plus: 2.182838633522872e-14 - syst_JES_EtaIntercalibration_Stat101_minus: -2.3433518728522183e-16 + syst_JES_EtaIntercalibration_Stat10_plus: -5.83433805e-08 + syst_JES_EtaIntercalibration_Stat10_minus: 2.08384368e-21 + syst_JES_EtaIntercalibration_Stat100_plus: 1.41916331e-06 + syst_JES_EtaIntercalibration_Stat100_minus: -1.58391919e-06 + syst_JES_EtaIntercalibration_Stat101_plus: 2.18283863e-14 + syst_JES_EtaIntercalibration_Stat101_minus: -2.34335187e-16 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syst_JES_Zjet_dPhi_minus: -3.88060202e-06 + syst_Unfolding_bias_plus: 1.68220703e-06 + syst_Unfolding_bias_minus: -1.68220703e-06 + syst_jetselection_BCH_plus: 5.86757207e-05 + syst_jetselection_BCH_minus: -5.86757207e-05 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.43977247e-05 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.52957503e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.68614765e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.62392225e-05 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 6.22607521e-05 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -6.13627265e-05 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.00010599530649986347 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.00010769236277471118 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.5870016895571333e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.5085128368454266e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.00011426845583974607 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.00011264211024301701 - luminosity_uncertainty: 0.0002156 - statistical_uncertainty: 8.969e-05 -- syst_JAR_plus: 1.982727414447079e-06 - syst_JAR_minus: -1.982727414447079e-06 - syst_JER_DataMC_Difference_plus: 1.1730901499884821e-06 - syst_JER_DataMC_Difference_minus: -1.1730901499884821e-06 - syst_JER_NP0_plus: 1.9155522702343572e-05 - 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+ syst_JES_EtaIntercalibration_Stat114_minus: -2.89984491e-20 + syst_JES_EtaIntercalibration_Stat115_plus: 2.70843110e-07 + syst_JES_EtaIntercalibration_Stat115_minus: -3.34461508e-07 + syst_JES_EtaIntercalibration_Stat116_plus: 2.48830876e-07 + syst_JES_EtaIntercalibration_Stat116_minus: -3.59139534e-07 syst_JES_EtaIntercalibration_Stat117_plus: 0.0 syst_JES_EtaIntercalibration_Stat117_minus: 0.0 - syst_JES_EtaIntercalibration_Stat118_plus: -2.3567869016947624e-10 + syst_JES_EtaIntercalibration_Stat118_plus: -2.35678690e-10 syst_JES_EtaIntercalibration_Stat118_minus: 0.0 - syst_JES_EtaIntercalibration_Stat119_plus: 3.1155124779079285e-07 - syst_JES_EtaIntercalibration_Stat119_minus: -2.4960869375885125e-07 - syst_JES_EtaIntercalibration_Stat12_plus: 2.617709303952599e-07 - syst_JES_EtaIntercalibration_Stat12_minus: -2.9740911216706187e-07 - syst_JES_EtaIntercalibration_Stat120_plus: 2.894895162177725e-07 - syst_JES_EtaIntercalibration_Stat120_minus: -2.471338200246983e-07 - 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syst_JES_Zjet_Stat8_minus: -2.67569206e-06 + syst_JES_Zjet_Stat9_plus: 2.22243661e-06 + syst_JES_Zjet_Stat9_minus: -2.24859956e-06 + syst_JES_Zjet_Veto_plus: 1.61078925e-05 + syst_JES_Zjet_Veto_minus: -1.67160043e-05 + syst_JES_Zjet_dPhi_plus: 2.04778124e-06 + syst_JES_Zjet_dPhi_minus: -2.16516096e-06 + syst_Unfolding_bias_plus: 1.14056324e-06 + syst_Unfolding_bias_minus: -1.14056324e-06 + syst_jetselection_BCH_plus: 3.70028979e-05 + syst_jetselection_BCH_minus: -3.70028979e-05 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.23925616e-05 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.26683333e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.05131677e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.04636702e-05 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.88201623e-05 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.85514617e-05 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.0931391334844795e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.145465035292284e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.6643783515109108e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.6573072836990455e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.371588193869758e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.31996939884314e-05 - luminosity_uncertainty: 0.00012778 - statistical_uncertainty: 6.919e-05 -- syst_JAR_plus: 1.259357177293241e-06 - syst_JAR_minus: -1.259357177293241e-06 - syst_JER_DataMC_Difference_plus: 6.762769255268141e-07 - syst_JER_DataMC_Difference_minus: -6.762769255268141e-07 - syst_JER_NP0_plus: 1.0988439379638949e-05 - syst_JER_NP0_minus: -1.0988439379638949e-05 - syst_JER_NP1_plus: 8.228601612667854e-06 - syst_JER_NP1_minus: -8.228601612667854e-06 - syst_JER_NP2_plus: 2.6771062735722685e-06 - syst_JER_NP2_minus: -2.6771062735722685e-06 - syst_JER_NP3_plus: 1.600182645825157e-06 - syst_JER_NP3_minus: -1.600182645825157e-06 - syst_JER_NP4_plus: 1.4877526676164959e-06 - syst_JER_NP4_minus: -1.4877526676164959e-06 - syst_JER_NP5_plus: 1.967171065260975e-06 - syst_JER_NP5_minus: -1.967171065260975e-06 - syst_JER_NP6_plus: 2.1227345571220154e-06 - syst_JER_NP6_minus: -2.1227345571220154e-06 - syst_JER_NP7_plus: 2.969141374202313e-06 - syst_JER_NP7_minus: -2.969141374202313e-06 - syst_JER_NP8_plus: 1.04863935649965e-06 - syst_JER_NP8_minus: -1.04863935649965e-06 - syst_JER_NoiseInSitu_plus: 1.9537360364184308e-06 - syst_JER_NoiseInSitu_minus: -1.9537360364184308e-06 - syst_JES_EtaIntercalibration_Modelling_plus: 4.88893628512379e-06 - syst_JES_EtaIntercalibration_Modelling_minus: -5.137130765320267e-06 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.09313913e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.14546504e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.66437835e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.65730728e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.37158819e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.31996940e-05 + luminosity_uncertainty: 1.27780000e-04 + statistical_uncertainty: 6.91900000e-05 +- syst_JAR_plus: 1.25935718e-06 + syst_JAR_minus: -1.25935718e-06 + syst_JER_DataMC_Difference_plus: 6.76276926e-07 + 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syst_JES_Zjet_Stat3_minus: -9.537456264644152e-07 - syst_JES_Zjet_Stat4_plus: 1.8123146801811212e-06 - syst_JES_Zjet_Stat4_minus: -1.8992888142670666e-06 - syst_JES_Zjet_Stat5_plus: 2.066166014627092e-06 - syst_JES_Zjet_Stat5_minus: -2.146776187682358e-06 - syst_JES_Zjet_Stat6_plus: 1.1136931803688122e-06 - syst_JES_Zjet_Stat6_minus: -1.1808683245815344e-06 - syst_JES_Zjet_Stat7_plus: 1.6489730137270285e-06 - syst_JES_Zjet_Stat7_minus: -1.7133197308150045e-06 - syst_JES_Zjet_Stat8_plus: 1.6574582951012673e-06 - syst_JES_Zjet_Stat8_minus: -1.7621100987168764e-06 - syst_JES_Zjet_Stat9_plus: 1.309561758757486e-06 - syst_JES_Zjet_Stat9_minus: -1.362594767346477e-06 - syst_JES_Zjet_Veto_plus: 9.285019143760555e-06 - syst_JES_Zjet_Veto_minus: -9.737567483719946e-06 - syst_JES_Zjet_dPhi_plus: 1.0684383463728732e-06 - syst_JES_Zjet_dPhi_minus: -1.1723830432072958e-06 - syst_Unfolding_bias_plus: 6.269915828781117e-07 - syst_Unfolding_bias_minus: -6.269915828781117e-07 - 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syst_JES_Gjet_OOC_minus: -3.79150656e-05 + syst_JES_Gjet_Purity_plus: 5.29128004e-06 + syst_JES_Gjet_Purity_minus: -5.70352330e-06 + syst_JES_Gjet_Stat1_plus: 4.53396868e-06 + syst_JES_Gjet_Stat1_minus: -4.85853069e-06 + syst_JES_Gjet_Stat10_plus: 5.95596042e-06 + syst_JES_Gjet_Stat10_minus: -6.43537882e-06 + syst_JES_Gjet_Stat11_plus: 1.17803990e-05 + syst_JES_Gjet_Stat11_minus: -1.21693077e-05 + syst_JES_Gjet_Stat12_plus: 1.83211367e-05 + syst_JES_Gjet_Stat12_minus: -1.84413449e-05 + syst_JES_Gjet_Stat13_plus: 4.25041886e-05 + syst_JES_Gjet_Stat13_minus: -4.20021428e-05 + syst_JES_Gjet_Stat2_plus: 1.61291057e-06 + syst_JES_Gjet_Stat2_minus: -1.69493495e-06 + syst_JES_Gjet_Stat3_plus: 1.82292128e-06 + syst_JES_Gjet_Stat3_minus: -1.87524718e-06 + syst_JES_Gjet_Stat4_plus: 7.79302384e-07 + syst_JES_Gjet_Stat4_minus: -8.79004440e-07 + syst_JES_Gjet_Stat5_plus: 1.04156829e-06 + syst_JES_Gjet_Stat5_minus: -1.15329116e-06 + syst_JES_Gjet_Stat6_plus: 1.11369318e-06 + syst_JES_Gjet_Stat6_minus: -1.20420285e-06 + syst_JES_Gjet_Stat7_plus: 8.40467120e-07 + syst_JES_Gjet_Stat7_minus: -9.42361207e-07 + syst_JES_Gjet_Stat8_plus: 1.91979491e-06 + syst_JES_Gjet_Stat8_minus: -2.02161829e-06 + syst_JES_Gjet_Stat9_plus: 4.08495587e-06 + syst_JES_Gjet_Stat9_minus: -4.34870670e-06 + syst_JES_Gjet_Veto_plus: 2.11000664e-06 + syst_JES_Gjet_Veto_minus: -2.18637417e-06 + syst_JES_Gjet_dPhi_plus: 7.10288762e-06 + syst_JES_Gjet_dPhi_minus: -7.48472528e-06 + syst_JES_LArESZee_plus: 1.06136728e-04 + syst_JES_LArESZee_minus: -1.03873986e-04 + syst_JES_LArESmaterial_plus: 1.36613030e-04 + syst_JES_LArESmaterial_minus: -1.31875415e-04 + syst_JES_LArESpresampler_plus: 1.88231825e-05 + syst_JES_LArESpresampler_minus: -1.88726800e-05 + syst_JES_LArEsmear_plus: 4.80125504e-06 + syst_JES_LArEsmear_minus: -5.11167492e-06 + syst_JES_MJB_Alpha_plus: 8.52487935e-07 + syst_JES_MJB_Alpha_minus: -9.65412888e-07 + syst_JES_MJB_Asym_plus: 3.74908015e-05 + syst_JES_MJB_Asym_minus: -3.75968676e-05 + syst_JES_MJB_Beta_plus: 1.41845620e-05 + syst_JES_MJB_Beta_minus: -1.45310444e-05 + syst_JES_MJB_Stat1_plus: 1.12500689e-07 + syst_JES_MJB_Stat1_minus: -1.24167951e-07 + syst_JES_MJB_Stat10_plus: -1.56412020e-06 + syst_JES_MJB_Stat10_minus: 1.45876129e-06 + syst_JES_MJB_Stat2_plus: 6.59164941e-07 + syst_JES_MJB_Stat2_minus: -6.86529974e-07 + syst_JES_MJB_Stat3_plus: 1.78756594e-06 + syst_JES_MJB_Stat3_minus: -1.91060252e-06 + syst_JES_MJB_Stat4_plus: 6.04364166e-07 + syst_JES_MJB_Stat4_minus: -6.28476507e-07 + syst_JES_MJB_Stat5_plus: 1.28339881e-06 + syst_JES_MJB_Stat5_minus: -1.39370747e-06 + syst_JES_MJB_Stat6_plus: 3.99656753e-06 + syst_JES_MJB_Stat6_minus: -4.21859906e-06 + syst_JES_MJB_Stat7_plus: 7.15874905e-06 + syst_JES_MJB_Stat7_minus: -7.55685017e-06 + syst_JES_MJB_Stat8_plus: 9.05520944e-06 + syst_JES_MJB_Stat8_minus: -9.48513036e-06 + syst_JES_MJB_Stat9_plus: 6.26355187e-06 + syst_JES_MJB_Stat9_minus: -6.73236366e-06 + syst_JES_MJB_Threshold_plus: 1.63695220e-05 + syst_JES_MJB_Threshold_minus: -1.66170094e-05 + syst_JES_Pileup_MuOffset_plus: -3.10490588e-07 + syst_JES_Pileup_MuOffset_minus: 2.65377175e-07 + syst_JES_Pileup_NPVOffset_plus: 1.08753023e-06 + syst_JES_Pileup_NPVOffset_minus: -1.60159686e-06 + syst_JES_Pileup_Pt_term_plus: 7.37865926e-06 + syst_JES_Pileup_Pt_term_minus: -7.71170656e-06 + syst_JES_Punch_through_plus: 1.40997092e-05 + syst_JES_Punch_through_minus: -1.26996378e-05 + syst_JES_SingleParticle_HighPt_plus: -3.11692669e-11 + syst_JES_SingleParticle_HighPt_minus: 1.75008928e-11 + syst_JES_Zjet_JVF_plus: 1.36259477e-06 + syst_JES_Zjet_JVF_minus: -1.47290343e-06 + syst_JES_Zjet_MC_plus: 4.90519974e-06 + syst_JES_Zjet_MC_minus: -5.23683282e-06 + syst_JES_Zjet_MuScale_plus: 3.35592878e-06 + syst_JES_Zjet_MuScale_minus: -3.69958268e-06 + syst_JES_Zjet_MuSmearID_plus: 1.27703485e-06 + syst_JES_Zjet_MuSmearID_minus: -1.41279935e-06 + syst_JES_Zjet_MuSmearMS_plus: 5.53452478e-07 + syst_JES_Zjet_MuSmearMS_minus: 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syst_JES_Zjet_Stat9_plus: 1.30956176e-06 + syst_JES_Zjet_Stat9_minus: -1.36259477e-06 + syst_JES_Zjet_Veto_plus: 9.28501914e-06 + syst_JES_Zjet_Veto_minus: -9.73756748e-06 + syst_JES_Zjet_dPhi_plus: 1.06843835e-06 + syst_JES_Zjet_dPhi_minus: -1.17238304e-06 + syst_Unfolding_bias_plus: 6.26991583e-07 + syst_Unfolding_bias_minus: -6.26991583e-07 + syst_jetselection_BCH_plus: 2.23728586e-05 + syst_jetselection_BCH_minus: -2.23728586e-05 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.86959033e-05 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.87948982e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.11298607e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.12217846e-05 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.30941075e-05 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.30163257e-05 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 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syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.773375856985938e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.859642884290698e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.276732824018461e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.353100356386608e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.151876946552886e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.1341992770232222e-05 - luminosity_uncertainty: 1.615e-05 - statistical_uncertainty: 1.8392e-05 -- syst_JAR_plus: 7.271179030941268e-08 - 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-1.0818733752154177e-06 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.094807419621374e-07 - syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.128041438337142e-07 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.069399525728581e-07 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.165566047969951e-07 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.1059150057757602e-06 - syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.076923627747112e-06 + syst_JES_EtaIntercalibration_Stat99_plus: 5.71837254e-09 + syst_JES_EtaIntercalibration_Stat99_minus: -5.39663895e-09 + syst_JES_Flavour_Comp_plus: 6.51740320e-08 + syst_JES_Flavour_Comp_minus: -6.46649151e-08 + syst_JES_Gjet_Generator_plus: 6.74084895e-07 + syst_JES_Gjet_Generator_minus: -6.84408654e-07 + syst_JES_Gjet_OOC_plus: 2.04212438e-06 + syst_JES_Gjet_OOC_minus: -2.00464772e-06 + syst_JES_Gjet_Purity_plus: 3.25693383e-07 + syst_JES_Gjet_Purity_minus: -3.33542269e-07 + syst_JES_Gjet_Stat1_plus: 3.09783481e-07 + syst_JES_Gjet_Stat1_minus: -3.14379675e-07 + syst_JES_Gjet_Stat10_plus: 3.34885772e-07 + syst_JES_Gjet_Stat10_minus: -3.41249733e-07 + syst_JES_Gjet_Stat11_plus: 5.80393246e-07 + syst_JES_Gjet_Stat11_minus: -5.89656345e-07 + syst_JES_Gjet_Stat12_plus: 8.32759656e-07 + syst_JES_Gjet_Stat12_minus: -8.54962809e-07 + syst_JES_Gjet_Stat13_plus: 1.98838427e-06 + syst_JES_Gjet_Stat13_minus: -1.96222132e-06 + syst_JES_Gjet_Stat2_plus: 1.21905209e-07 + syst_JES_Gjet_Stat2_minus: -1.29471252e-07 + syst_JES_Gjet_Stat3_plus: 1.27208510e-07 + syst_JES_Gjet_Stat3_minus: -1.33077496e-07 + syst_JES_Gjet_Stat4_plus: 3.76039386e-08 + syst_JES_Gjet_Stat4_minus: -3.52775573e-08 + syst_JES_Gjet_Stat5_plus: 9.74110302e-08 + syst_JES_Gjet_Stat5_minus: -1.03096169e-07 + syst_JES_Gjet_Stat6_plus: 1.00034396e-07 + syst_JES_Gjet_Stat6_minus: -1.06702413e-07 + syst_JES_Gjet_Stat7_plus: 9.13016276e-08 + syst_JES_Gjet_Stat7_minus: -9.62301619e-08 + syst_JES_Gjet_Stat8_plus: 1.28976277e-07 + syst_JES_Gjet_Stat8_minus: -1.34915974e-07 + syst_JES_Gjet_Stat9_plus: 2.34264477e-07 + syst_JES_Gjet_Stat9_minus: -2.43244733e-07 + syst_JES_Gjet_Veto_plus: 1.62705270e-07 + syst_JES_Gjet_Veto_minus: -1.67372175e-07 + syst_JES_Gjet_dPhi_plus: 3.99444621e-07 + syst_JES_Gjet_dPhi_minus: -4.02980155e-07 + syst_JES_LArESZee_plus: 5.97788073e-06 + syst_JES_LArESZee_minus: -5.65826846e-06 + syst_JES_LArESmaterial_plus: 7.78100302e-06 + syst_JES_LArESmaterial_minus: -7.37653794e-06 + syst_JES_LArESpresampler_plus: 7.10430183e-07 + syst_JES_LArESpresampler_minus: -7.23794501e-07 + syst_JES_LArEsmear_plus: 2.26627723e-07 + syst_JES_LArEsmear_minus: -2.35466558e-07 + syst_JES_MJB_Alpha_plus: 5.81100353e-08 + syst_JES_MJB_Alpha_minus: -5.37471864e-08 + syst_JES_MJB_Asym_plus: 3.92232132e-06 + syst_JES_MJB_Asym_minus: -3.79221367e-06 + syst_JES_MJB_Beta_plus: 1.94100811e-06 + syst_JES_MJB_Beta_minus: -1.90494567e-06 + syst_JES_MJB_Stat1_plus: 3.26046937e-09 + syst_JES_MJB_Stat1_minus: -3.02429570e-09 + syst_JES_MJB_Stat10_plus: 1.65745830e-06 + syst_JES_MJB_Stat10_minus: -1.65462987e-06 + syst_JES_MJB_Stat2_plus: 1.47290343e-08 + syst_JES_MJB_Stat2_minus: -1.15258405e-08 + syst_JES_MJB_Stat3_plus: 3.92232132e-08 + syst_JES_MJB_Stat3_minus: -3.48886486e-08 + syst_JES_MJB_Stat4_plus: 1.36188766e-08 + syst_JES_MJB_Stat4_minus: -1.01752666e-08 + syst_JES_MJB_Stat5_plus: 3.27178308e-08 + syst_JES_MJB_Stat5_minus: -2.96984848e-08 + syst_JES_MJB_Stat6_plus: 1.12076425e-07 + syst_JES_MJB_Stat6_minus: -1.14127034e-07 + syst_JES_MJB_Stat7_plus: 2.95924188e-07 + syst_JES_MJB_Stat7_minus: -2.99318300e-07 + syst_JES_MJB_Stat8_plus: 6.47851233e-07 + syst_JES_MJB_Stat8_minus: -6.67084537e-07 + syst_JES_MJB_Stat9_plus: 1.39017193e-06 + syst_JES_MJB_Stat9_minus: -1.37956533e-06 + syst_JES_MJB_Threshold_plus: 9.48300904e-07 + syst_JES_MJB_Threshold_minus: -9.62443040e-07 + syst_JES_Pileup_MuOffset_plus: -9.96101323e-09 + syst_JES_Pileup_MuOffset_minus: 5.89868477e-09 + syst_JES_Pileup_NPVOffset_plus: 5.40371002e-08 + syst_JES_Pileup_NPVOffset_minus: -5.89868477e-08 + syst_JES_Pileup_Pt_term_plus: 3.60695169e-07 + syst_JES_Pileup_Pt_term_minus: -3.52916994e-07 + syst_JES_Punch_through_plus: 1.47431764e-06 + syst_JES_Punch_through_minus: -1.19925310e-06 + syst_JES_SingleParticle_HighPt_plus: -7.71382788e-10 + syst_JES_SingleParticle_HighPt_minus: 4.32749350e-10 + syst_JES_Zjet_JVF_plus: 1.69847049e-07 + syst_JES_Zjet_JVF_minus: -1.74301822e-07 + syst_JES_Zjet_MC_plus: 2.22102240e-07 + syst_JES_Zjet_MC_minus: -2.32284578e-07 + syst_JES_Zjet_MuScale_plus: 4.06798531e-07 + syst_JES_Zjet_MuScale_minus: -4.00717413e-07 + syst_JES_Zjet_MuSmearID_plus: 1.95020050e-07 + syst_JES_Zjet_MuSmearID_minus: -1.99686955e-07 + syst_JES_Zjet_MuSmearMS_plus: 9.12238458e-08 + syst_JES_Zjet_MuSmearMS_minus: -9.68099894e-08 + syst_JES_Zjet_OOC_plus: 1.89575328e-06 + syst_JES_Zjet_OOC_minus: -1.86181215e-06 + syst_JES_Zjet_Stat1_plus: 2.83620530e-07 + syst_JES_Zjet_Stat1_minus: -2.91398705e-07 + syst_JES_Zjet_Stat10_plus: 1.68715678e-06 + syst_JES_Zjet_Stat10_minus: -1.68079282e-06 + syst_JES_Zjet_Stat11_plus: 4.06515689e-08 + syst_JES_Zjet_Stat11_minus: -3.80423448e-08 + syst_JES_Zjet_Stat2_plus: 2.26344881e-07 + syst_JES_Zjet_Stat2_minus: -2.28536912e-07 + syst_JES_Zjet_Stat3_plus: 1.47219632e-07 + syst_JES_Zjet_Stat3_minus: -1.53442172e-07 + syst_JES_Zjet_Stat4_plus: 1.49270242e-07 + syst_JES_Zjet_Stat4_minus: -1.53017907e-07 + syst_JES_Zjet_Stat5_plus: 1.34845263e-07 + syst_JES_Zjet_Stat5_minus: -1.42128463e-07 + syst_JES_Zjet_Stat6_plus: 1.09318708e-07 + syst_JES_Zjet_Stat6_minus: -1.17238304e-07 + syst_JES_Zjet_Stat7_plus: 1.13773481e-07 + syst_JES_Zjet_Stat7_minus: -1.22612316e-07 + syst_JES_Zjet_Stat8_plus: 1.50048059e-07 + syst_JES_Zjet_Stat8_minus: -1.52522933e-07 + syst_JES_Zjet_Stat9_plus: 9.65271467e-08 + syst_JES_Zjet_Stat9_minus: -1.01469823e-07 + syst_JES_Zjet_Veto_plus: 5.09046172e-07 + syst_JES_Zjet_Veto_minus: -5.15268711e-07 + syst_JES_Zjet_dPhi_plus: 4.56720270e-08 + syst_JES_Zjet_dPhi_minus: -4.37840519e-08 + syst_Unfolding_bias_plus: -6.45164227e-07 + syst_Unfolding_bias_minus: 6.45164227e-07 + syst_jetselection_BCH_plus: 1.08187338e-06 + syst_jetselection_BCH_minus: -1.08187338e-06 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.09480742e-07 + syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.12804144e-07 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.06939953e-07 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.16556605e-07 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.10591501e-06 + syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.07692363e-06 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.398657213186991e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.4036069606552967e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.232288157976008e-07 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.40411510580434e-07 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.7387659848917353e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.6664996718544707e-06 - luminosity_uncertainty: 3.491e-06 - statistical_uncertainty: 7.471e-06 -- syst_JAR_plus: 2.940857102954851e-10 - syst_JAR_minus: -2.940857102954851e-10 - syst_JER_DataMC_Difference_plus: 1.14692719908458e-09 - syst_JER_DataMC_Difference_minus: -1.14692719908458e-09 - syst_JER_NP0_plus: 2.3511300474452705e-08 - syst_JER_NP0_minus: -2.3511300474452705e-08 - syst_JER_NP1_plus: 2.1460690809011713e-08 - syst_JER_NP1_minus: -2.1460690809011713e-08 - syst_JER_NP2_plus: 1.1490485194281396e-08 - syst_JER_NP2_minus: -1.1490485194281396e-08 - syst_JER_NP3_plus: 4.94196929371278e-09 - syst_JER_NP3_minus: -4.94196929371278e-09 - syst_JER_NP4_plus: 3.4761369363130674e-09 - syst_JER_NP4_minus: -3.4761369363130674e-09 - syst_JER_NP5_plus: 3.9661619356753445e-09 - syst_JER_NP5_minus: -3.9661619356753445e-09 - syst_JER_NP6_plus: 1.2940054095713817e-10 - syst_JER_NP6_minus: -1.2940054095713817e-10 - syst_JER_NP7_plus: 5.6950380156764536e-09 - syst_JER_NP7_minus: -5.6950380156764536e-09 - syst_JER_NP8_plus: 1.9848487347906386e-09 - syst_JER_NP8_minus: -1.9848487347906386e-09 - syst_JER_NoiseInSitu_plus: 2.134755372402187e-08 - syst_JER_NoiseInSitu_minus: -2.134755372402187e-08 - syst_JES_EtaIntercalibration_Modelling_plus: 7.657259333469122e-09 - syst_JES_EtaIntercalibration_Modelling_minus: -7.585841548569281e-09 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.39865721e-06 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.40360696e-06 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.23228816e-07 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.40411511e-07 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.73876598e-06 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.66649967e-06 + luminosity_uncertainty: 3.49100000e-06 + statistical_uncertainty: 7.47100000e-06 +- syst_JAR_plus: 2.94085710e-10 + syst_JAR_minus: -2.94085710e-10 + syst_JER_DataMC_Difference_plus: 1.14692720e-09 + syst_JER_DataMC_Difference_minus: -1.14692720e-09 + syst_JER_NP0_plus: 2.35113005e-08 + syst_JER_NP0_minus: -2.35113005e-08 + syst_JER_NP1_plus: 2.14606908e-08 + syst_JER_NP1_minus: -2.14606908e-08 + syst_JER_NP2_plus: 1.14904852e-08 + syst_JER_NP2_minus: -1.14904852e-08 + syst_JER_NP3_plus: 4.94196929e-09 + syst_JER_NP3_minus: -4.94196929e-09 + syst_JER_NP4_plus: 3.47613694e-09 + syst_JER_NP4_minus: -3.47613694e-09 + syst_JER_NP5_plus: 3.96616194e-09 + syst_JER_NP5_minus: -3.96616194e-09 + syst_JER_NP6_plus: 1.29400541e-10 + syst_JER_NP6_minus: -1.29400541e-10 + syst_JER_NP7_plus: 5.69503802e-09 + syst_JER_NP7_minus: -5.69503802e-09 + syst_JER_NP8_plus: 1.98484873e-09 + syst_JER_NP8_minus: -1.98484873e-09 + syst_JER_NoiseInSitu_plus: 2.13475537e-08 + syst_JER_NoiseInSitu_minus: -2.13475537e-08 + syst_JES_EtaIntercalibration_Modelling_plus: 7.65725933e-09 + syst_JES_EtaIntercalibration_Modelling_minus: -7.58584155e-09 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 - syst_JES_EtaIntercalibration_Stat100_plus: 1.4877526676164958e-10 - syst_JES_EtaIntercalibration_Stat100_minus: -6.814388050294758e-11 + syst_JES_EtaIntercalibration_Stat100_plus: 1.48775267e-10 + syst_JES_EtaIntercalibration_Stat100_minus: -6.81438805e-11 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 syst_JES_EtaIntercalibration_Stat101_minus: 0.0 syst_JES_EtaIntercalibration_Stat102_plus: 0.0 @@ -47104,22 +47104,22 @@ bins: syst_JES_EtaIntercalibration_Stat113_minus: 0.0 syst_JES_EtaIntercalibration_Stat114_plus: 0.0 syst_JES_EtaIntercalibration_Stat114_minus: 0.0 - syst_JES_EtaIntercalibration_Stat115_plus: 2.7553829942496196e-10 - syst_JES_EtaIntercalibration_Stat115_minus: -6.08889649279736e-10 - syst_JES_EtaIntercalibration_Stat116_plus: 4.828125101941746e-10 - syst_JES_EtaIntercalibration_Stat116_minus: -6.752162653550343e-10 + syst_JES_EtaIntercalibration_Stat115_plus: 2.75538299e-10 + syst_JES_EtaIntercalibration_Stat115_minus: -6.08889649e-10 + syst_JES_EtaIntercalibration_Stat116_plus: 4.82812510e-10 + syst_JES_EtaIntercalibration_Stat116_minus: -6.75216265e-10 syst_JES_EtaIntercalibration_Stat117_plus: 0.0 syst_JES_EtaIntercalibration_Stat117_minus: 0.0 syst_JES_EtaIntercalibration_Stat118_plus: 0.0 syst_JES_EtaIntercalibration_Stat118_minus: 0.0 - syst_JES_EtaIntercalibration_Stat119_plus: 8.263249844945994e-10 - syst_JES_EtaIntercalibration_Stat119_minus: -6.255773693157385e-10 - syst_JES_EtaIntercalibration_Stat12_plus: 1.2784490603852778e-09 - syst_JES_EtaIntercalibration_Stat12_minus: -1.3442099910356266e-09 - syst_JES_EtaIntercalibration_Stat120_plus: 2.4989153647132587e-10 - syst_JES_EtaIntercalibration_Stat120_minus: -1.7288760800011084e-10 + syst_JES_EtaIntercalibration_Stat119_plus: 8.26324984e-10 + syst_JES_EtaIntercalibration_Stat119_minus: -6.25577369e-10 + syst_JES_EtaIntercalibration_Stat12_plus: 1.27844906e-09 + 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6.26652172e+02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.97413306e+02 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 9.78352942449707e-05 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.10288761701887e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1525.7243017662133 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1642.1140779495192 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 944.7088018008511 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -900.6348361294937 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0007765446670990664 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0005637762366400343 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 9.78352942e-05 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.10288762e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.52572430e+03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.64211408e+03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.44708802e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.00634836e+02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.76544667e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.63776237e-04 luminosity_uncertainty: 580.59 statistical_uncertainty: 210.22 -- 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syst_JES_EtaIntercalibration_Modelling_plus: 75.38889658298494 - syst_JES_EtaIntercalibration_Modelling_minus: -78.96190714832056 +- syst_JAR_plus: 2.78621285e+00 + syst_JAR_minus: -2.78621285e+00 + syst_JER_DataMC_Difference_plus: 1.01045559e+00 + syst_JER_DataMC_Difference_minus: -1.01045559e+00 + syst_JER_NP0_plus: 1.74556380e+02 + syst_JER_NP0_minus: -1.74556380e+02 + syst_JER_NP1_plus: 7.64120801e+01 + syst_JER_NP1_minus: -7.64120801e+01 + syst_JER_NP2_plus: 6.78992216e+01 + syst_JER_NP2_minus: -6.78992216e+01 + syst_JER_NP3_plus: 2.00040508e+01 + syst_JER_NP3_minus: -2.00040508e+01 + syst_JER_NP4_plus: 2.88209653e+01 + syst_JER_NP4_minus: -2.88209653e+01 + syst_JER_NP5_plus: 2.11566349e+01 + syst_JER_NP5_minus: -2.11566349e+01 + syst_JER_NP6_plus: 2.04141728e+01 + syst_JER_NP6_minus: -2.04141728e+01 + syst_JER_NP7_plus: 3.85443906e+00 + syst_JER_NP7_minus: -3.85443906e+00 + syst_JER_NP8_plus: 2.93802868e+00 + syst_JER_NP8_minus: -2.93802868e+00 + syst_JER_NoiseInSitu_plus: 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syst_JES_EtaIntercalibration_Stat100_minus: -1.76705985e+00 + syst_JES_EtaIntercalibration_Stat101_plus: 3.44785267e+00 + syst_JES_EtaIntercalibration_Stat101_minus: -4.29072395e+00 + syst_JES_EtaIntercalibration_Stat102_plus: 5.99626550e-01 + syst_JES_EtaIntercalibration_Stat102_minus: -1.47502475e+00 + syst_JES_EtaIntercalibration_Stat103_plus: -5.04096424e-13 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 syst_JES_EtaIntercalibration_Stat104_plus: 0.0 syst_JES_EtaIntercalibration_Stat104_minus: 0.0 @@ -48442,14 +48442,14 @@ bins: syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 syst_JES_EtaIntercalibration_Stat111_minus: 0.0 - syst_JES_EtaIntercalibration_Stat112_plus: 7.165113013763285e-13 + syst_JES_EtaIntercalibration_Stat112_plus: 7.16511301e-13 syst_JES_EtaIntercalibration_Stat112_minus: 0.0 - syst_JES_EtaIntercalibration_Stat113_plus: -0.01190767819518146 - syst_JES_EtaIntercalibration_Stat113_minus: 0.004692360599953929 - 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syst_JES_EtaIntercalibration_Stat122_minus: 1.90494567e-01 + syst_JES_EtaIntercalibration_Stat123_plus: -5.01692261e-13 syst_JES_EtaIntercalibration_Stat123_minus: 0.0 syst_JES_EtaIntercalibration_Stat124_plus: 0.0 syst_JES_EtaIntercalibration_Stat124_minus: 0.0 @@ -48480,18 +48480,18 @@ bins: syst_JES_EtaIntercalibration_Stat128_minus: 0.0 syst_JES_EtaIntercalibration_Stat129_plus: 0.0 syst_JES_EtaIntercalibration_Stat129_minus: 0.0 - syst_JES_EtaIntercalibration_Stat13_plus: 5.127938377164842 - syst_JES_EtaIntercalibration_Stat13_minus: -6.067683289361764 + syst_JES_EtaIntercalibration_Stat13_plus: 5.12793838e+00 + syst_JES_EtaIntercalibration_Stat13_minus: -6.06768329e+00 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 syst_JES_EtaIntercalibration_Stat130_minus: 0.0 - syst_JES_EtaIntercalibration_Stat131_plus: 2.4699239866846103e-12 + syst_JES_EtaIntercalibration_Stat131_plus: 2.46992399e-12 syst_JES_EtaIntercalibration_Stat131_minus: 0.0 - syst_JES_EtaIntercalibration_Stat132_plus: 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syst_JES_EtaIntercalibration_Stat138_minus: 0.0 - syst_JES_EtaIntercalibration_Stat139_plus: -0.2780626706337979 - syst_JES_EtaIntercalibration_Stat139_minus: 0.21701107114615142 - syst_JES_EtaIntercalibration_Stat14_plus: 11.745043635508553 - syst_JES_EtaIntercalibration_Stat14_minus: -12.466292552318832 - syst_JES_EtaIntercalibration_Stat140_plus: -0.5160465289099424 - syst_JES_EtaIntercalibration_Stat140_minus: 0.4658419474456975 - syst_JES_EtaIntercalibration_Stat141_plus: -0.07080967306802087 - syst_JES_EtaIntercalibration_Stat141_minus: 0.1348452631722746 - syst_JES_EtaIntercalibration_Stat142_plus: -5.016922612518554e-13 + syst_JES_EtaIntercalibration_Stat139_plus: -2.78062671e-01 + syst_JES_EtaIntercalibration_Stat139_minus: 2.17011071e-01 + syst_JES_EtaIntercalibration_Stat14_plus: 1.17450436e+01 + syst_JES_EtaIntercalibration_Stat14_minus: -1.24662926e+01 + syst_JES_EtaIntercalibration_Stat140_plus: -5.16046529e-01 + syst_JES_EtaIntercalibration_Stat140_minus: 4.65841947e-01 + syst_JES_EtaIntercalibration_Stat141_plus: -7.08096731e-02 + syst_JES_EtaIntercalibration_Stat141_minus: 1.34845263e-01 + syst_JES_EtaIntercalibration_Stat142_plus: -5.01692261e-13 syst_JES_EtaIntercalibration_Stat142_minus: 0.0 syst_JES_EtaIntercalibration_Stat143_plus: 0.0 syst_JES_EtaIntercalibration_Stat143_minus: 0.0 @@ -48522,14 +48522,14 @@ bins: syst_JES_EtaIntercalibration_Stat147_minus: 0.0 syst_JES_EtaIntercalibration_Stat148_plus: 0.0 syst_JES_EtaIntercalibration_Stat148_minus: 0.0 - syst_JES_EtaIntercalibration_Stat149_plus: -0.032866323189550725 - syst_JES_EtaIntercalibration_Stat149_minus: 0.003560282643274267 - syst_JES_EtaIntercalibration_Stat15_plus: 0.975100251256249 - syst_JES_EtaIntercalibration_Stat15_minus: -1.414213562373095 - syst_JES_EtaIntercalibration_Stat150_plus: -0.05837873585476135 - syst_JES_EtaIntercalibration_Stat150_minus: 0.08484574267457383 - syst_JES_EtaIntercalibration_Stat151_plus: -0.007285321166564999 - 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4.54952503e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.37643488e-03 luminosity_uncertainty: 236.6 statistical_uncertainty: 120.63 -- syst_JAR_plus: 1.2855201281971433 - syst_JAR_minus: -1.2855201281971433 - syst_JER_DataMC_Difference_plus: 0.7920303056070519 - syst_JER_DataMC_Difference_minus: -0.7920303056070519 - syst_JER_NP0_plus: 68.34399172202338 - syst_JER_NP0_minus: -68.34399172202338 - syst_JER_NP1_plus: 27.84515793634505 - syst_JER_NP1_minus: -27.84515793634505 - syst_JER_NP2_plus: 22.973899320750927 - syst_JER_NP2_minus: -22.973899320750927 - syst_JER_NP3_plus: 8.42800572496246 - syst_JER_NP3_minus: -8.42800572496246 - syst_JER_NP4_plus: 10.995510447450814 - syst_JER_NP4_minus: -10.995510447450814 - syst_JER_NP5_plus: 6.9939931727161415 - syst_JER_NP5_minus: -6.9939931727161415 - syst_JER_NP6_plus: 6.700543858523725 - syst_JER_NP6_minus: -6.700543858523725 - syst_JER_NP7_plus: 1.778373554684167 - syst_JER_NP7_minus: -1.778373554684167 - 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syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -234.15841058992518 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 245.66303791983034 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 132.33503409906237 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -129.16012465153477 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0018611050480829927 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.003963333508550599 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.34405898e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.99217388e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.34158411e+02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.45663038e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.32335034e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: 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syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 42.948958782489704 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 23.242599897601814 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -22.825406896701754 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0274958471864389 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.022351645353306766 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -3.44219581e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 2.79844580e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.17221285e+01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.29489588e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.32425999e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.28254069e+01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -2.74958472e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 2.23516454e-02 luminosity_uncertainty: 24.01 statistical_uncertainty: 11.264 -- syst_JAR_plus: 0.14297699115591989 - syst_JAR_minus: -0.14297699115591989 - syst_JER_DataMC_Difference_plus: 0.11433916651786473 - syst_JER_DataMC_Difference_minus: -0.11433916651786473 - syst_JER_NP0_plus: 4.717109337295458 - syst_JER_NP0_minus: -4.717109337295458 - syst_JER_NP1_plus: 2.0619233739399725 - syst_JER_NP1_minus: -2.0619233739399725 - syst_JER_NP2_plus: 1.3477455249415595 - syst_JER_NP2_minus: -1.3477455249415595 - syst_JER_NP3_plus: 0.3495935926186291 - syst_JER_NP3_minus: -0.3495935926186291 - syst_JER_NP4_plus: 0.5094704358449075 - syst_JER_NP4_minus: -0.5094704358449075 - syst_JER_NP5_plus: 0.33863343751023756 - syst_JER_NP5_minus: -0.33863343751023756 - syst_JER_NP6_plus: 0.3351686142824235 - syst_JER_NP6_minus: -0.3351686142824235 - syst_JER_NP7_plus: 0.1982727414447079 - syst_JER_NP7_minus: 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syst_JES_EtaIntercalibration_Stat121_plus: 6.58104281e-01 + syst_JES_EtaIntercalibration_Stat121_minus: -6.24940973e-01 + syst_JES_EtaIntercalibration_Stat122_plus: 1.21198102e-01 + syst_JES_EtaIntercalibration_Stat122_minus: -1.07338809e-01 + syst_JES_EtaIntercalibration_Stat123_plus: -7.35532474e-05 syst_JES_EtaIntercalibration_Stat123_minus: 0.0 syst_JES_EtaIntercalibration_Stat124_plus: 0.0 syst_JES_EtaIntercalibration_Stat124_minus: 0.0 @@ -51168,18 +51168,18 @@ bins: syst_JES_EtaIntercalibration_Stat128_minus: 0.0 syst_JES_EtaIntercalibration_Stat129_plus: 0.0 syst_JES_EtaIntercalibration_Stat129_minus: 0.0 - syst_JES_EtaIntercalibration_Stat13_plus: 0.12070312754854365 - syst_JES_EtaIntercalibration_Stat13_minus: -0.11773327906756016 + syst_JES_EtaIntercalibration_Stat13_plus: 1.20703128e-01 + syst_JES_EtaIntercalibration_Stat13_minus: -1.17733279e-01 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 syst_JES_EtaIntercalibration_Stat130_minus: 0.0 - 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syst_JES_EtaIntercalibration_Stat135_minus: 0.0 syst_JES_EtaIntercalibration_Stat136_plus: 0.0 @@ -51188,15 +51188,15 @@ bins: syst_JES_EtaIntercalibration_Stat137_minus: 0.0 syst_JES_EtaIntercalibration_Stat138_plus: 0.0 syst_JES_EtaIntercalibration_Stat138_minus: 0.0 - syst_JES_EtaIntercalibration_Stat139_plus: 0.15803836559519335 - syst_JES_EtaIntercalibration_Stat139_minus: -0.13470384181603728 - syst_JES_EtaIntercalibration_Stat14_plus: 0.22790051557642424 - syst_JES_EtaIntercalibration_Stat14_minus: -0.18865608922057087 - syst_JES_EtaIntercalibration_Stat140_plus: 0.28225581384623416 - syst_JES_EtaIntercalibration_Stat140_minus: -0.24883087629954606 - syst_JES_EtaIntercalibration_Stat141_plus: 0.059587888450590355 - syst_JES_EtaIntercalibration_Stat141_minus: -0.05037428709172964 - syst_JES_EtaIntercalibration_Stat142_plus: -7.355324737902466e-05 + syst_JES_EtaIntercalibration_Stat139_plus: 1.58038366e-01 + syst_JES_EtaIntercalibration_Stat139_minus: -1.34703842e-01 + 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syst_JES_EtaIntercalibration_Stat159_minus: 0.0 - syst_JES_EtaIntercalibration_Stat16_plus: -1.0387398615630383e-05 - syst_JES_EtaIntercalibration_Stat16_minus: 2.7922232575494387e-05 + syst_JES_EtaIntercalibration_Stat16_plus: -1.03873986e-05 + syst_JES_EtaIntercalibration_Stat16_minus: 2.79222326e-05 syst_JES_EtaIntercalibration_Stat160_plus: 0.0 syst_JES_EtaIntercalibration_Stat160_minus: 0.0 syst_JES_EtaIntercalibration_Stat161_plus: 0.0 @@ -51250,12 +51250,12 @@ bins: syst_JES_EtaIntercalibration_Stat165_minus: 0.0 syst_JES_EtaIntercalibration_Stat166_plus: 0.0 syst_JES_EtaIntercalibration_Stat166_minus: 0.0 - syst_JES_EtaIntercalibration_Stat167_plus: 0.010238906191581207 + syst_JES_EtaIntercalibration_Stat167_plus: 1.02389062e-02 syst_JES_EtaIntercalibration_Stat167_minus: 0.0 - syst_JES_EtaIntercalibration_Stat168_plus: -0.02740958015913414 - syst_JES_EtaIntercalibration_Stat168_minus: 0.04660540794800534 - syst_JES_EtaIntercalibration_Stat169_plus: -0.016136176746677014 - syst_JES_EtaIntercalibration_Stat169_minus: 0.016136176746677014 + syst_JES_EtaIntercalibration_Stat168_plus: -2.74095802e-02 + syst_JES_EtaIntercalibration_Stat168_minus: 4.66054079e-02 + syst_JES_EtaIntercalibration_Stat169_plus: -1.61361767e-02 + syst_JES_EtaIntercalibration_Stat169_minus: 1.61361767e-02 syst_JES_EtaIntercalibration_Stat17_plus: 0.0 syst_JES_EtaIntercalibration_Stat17_minus: 0.0 syst_JES_EtaIntercalibration_Stat170_plus: 0.0 @@ -51266,13 +51266,13 @@ bins: syst_JES_EtaIntercalibration_Stat172_minus: 0.0 syst_JES_EtaIntercalibration_Stat173_plus: 0.0 syst_JES_EtaIntercalibration_Stat173_minus: 0.0 - syst_JES_EtaIntercalibration_Stat174_plus: -0.003750494367413448 - syst_JES_EtaIntercalibration_Stat174_minus: 0.016694791103814385 - syst_JES_EtaIntercalibration_Stat175_plus: -0.020166685399440335 - syst_JES_EtaIntercalibration_Stat175_minus: 0.03423103927724076 - syst_JES_EtaIntercalibration_Stat176_plus: 0.004874794149500058 + 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syst_Unfolding_bias_plus: 6.49406868e-02 + syst_Unfolding_bias_minus: -6.49406868e-02 + syst_jetselection_BCH_plus: 7.77676038e-01 + syst_jetselection_BCH_minus: -7.77676038e-01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.0631865761001236 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.0186388488853715 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.06318658e+00 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.01863885e+00 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.20810152570320092 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.21432406537764254 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.08101526e-01 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.14324065e-01 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.004105461971569095 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.004902371313966334 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -8.864997715735747 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.1301627586807 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.738322540731055 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.669026076174773 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.033184521241084675 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.03962626401769412 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -4.10546197e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 4.90237131e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -8.86499772e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.13016276e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.73832254e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.66902608e+00 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -3.31845212e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 3.96262640e-02 luminosity_uncertainty: 6.071 statistical_uncertainty: 2.3885 -- syst_JAR_plus: 0.03901815218587369 - syst_JAR_minus: -0.03901815218587369 - syst_JER_DataMC_Difference_plus: 0.03181980515339464 - syst_JER_DataMC_Difference_minus: -0.03181980515339464 - syst_JER_NP0_plus: 1.0790449480906714 - syst_JER_NP0_minus: -1.0790449480906714 - 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-1.52169379e-03 + syst_JES_Zjet_OOC_plus: 4.42436713e-01 + syst_JES_Zjet_OOC_minus: -4.72630173e-01 + syst_JES_Zjet_Stat1_plus: 7.98535688e-03 + syst_JES_Zjet_Stat1_minus: -5.69008827e-03 + syst_JES_Zjet_Stat10_plus: 3.59846641e-01 + syst_JES_Zjet_Stat10_minus: -3.67695526e-01 + syst_JES_Zjet_Stat11_plus: 4.92924137e-01 + syst_JES_Zjet_Stat11_minus: -5.10601807e-01 + syst_JES_Zjet_Stat2_plus: 6.63761135e-03 + syst_JES_Zjet_Stat2_minus: -6.20203358e-03 + syst_JES_Zjet_Stat3_plus: 5.51472579e-03 + syst_JES_Zjet_Stat3_minus: -2.76471680e-03 + syst_JES_Zjet_Stat4_plus: 1.08187338e-02 + syst_JES_Zjet_Stat4_minus: -7.59220551e-03 + syst_JES_Zjet_Stat5_plus: 1.43471966e-02 + syst_JES_Zjet_Stat5_minus: -1.03661854e-02 + syst_JES_Zjet_Stat6_plus: 1.62917402e-02 + syst_JES_Zjet_Stat6_minus: -1.78332330e-02 + syst_JES_Zjet_Stat7_plus: 1.44320494e-02 + syst_JES_Zjet_Stat7_minus: -1.48138871e-02 + syst_JES_Zjet_Stat8_plus: 3.25410541e-02 + syst_JES_Zjet_Stat8_minus: -3.30148156e-02 + syst_JES_Zjet_Stat9_plus: 2.04990256e-01 + syst_JES_Zjet_Stat9_minus: -2.04212438e-01 + syst_JES_Zjet_Veto_plus: 7.42391410e-01 + syst_JES_Zjet_Veto_minus: -7.47694710e-01 + syst_JES_Zjet_dPhi_plus: 2.28324780e-02 + syst_JES_Zjet_dPhi_minus: -2.57174736e-02 + syst_Unfolding_bias_plus: -2.78607143e-02 + syst_Unfolding_bias_minus: 2.78607143e-02 + syst_jetselection_BCH_plus: 4.27375339e-01 + syst_jetselection_BCH_minus: -4.27375339e-01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.4269414844344526 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.4163348827166546 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.42694148e+00 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.41633488e+00 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.11787470042379745 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.1214102343297302 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.17874700e-01 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.21410234e-01 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.003116926691470301 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.003208850573024553 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.225670124370808 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.3536564517655725 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.230921894643557 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.214658438676267 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.02539220451240892 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.026134666632654794 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -3.11692669e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 3.20885057e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.22567012e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.35365645e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.23092189e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.21465844e+00 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -2.53922045e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 2.61346666e-02 luminosity_uncertainty: 3.148 statistical_uncertainty: 0.95033 -- syst_JAR_plus: 0.024967940443696993 - syst_JAR_minus: -0.024967940443696993 - syst_JER_DataMC_Difference_plus: 0.018667619023324852 - syst_JER_DataMC_Difference_minus: -0.018667619023324852 - syst_JER_NP0_plus: 0.5584729357811351 - syst_JER_NP0_minus: -0.5584729357811351 - syst_JER_NP1_plus: 0.26261945853268376 - syst_JER_NP1_minus: -0.26261945853268376 - syst_JER_NP2_plus: 0.1237436867076458 - syst_JER_NP2_minus: -0.1237436867076458 - syst_JER_NP3_plus: 0.0379716341497176 - syst_JER_NP3_minus: -0.0379716341497176 - syst_JER_NP4_plus: 0.032731972901125284 - syst_JER_NP4_minus: -0.032731972901125284 - syst_JER_NP5_plus: 0.04314058472019126 - syst_JER_NP5_minus: -0.04314058472019126 - syst_JER_NP6_plus: 0.04552353457278993 - syst_JER_NP6_minus: -0.04552353457278993 - syst_JER_NP7_plus: 0.044554798282564353 - syst_JER_NP7_minus: -0.044554798282564353 - syst_JER_NP8_plus: 0.02109299528279471 - syst_JER_NP8_minus: -0.02109299528279471 - syst_JER_NoiseInSitu_plus: 0.0665811745165253 - syst_JER_NoiseInSitu_minus: -0.0665811745165253 - syst_JES_EtaIntercalibration_Modelling_plus: 0.6676502227963381 - syst_JES_EtaIntercalibration_Modelling_minus: -0.6716807314491015 +- syst_JAR_plus: 2.49679404e-02 + syst_JAR_minus: -2.49679404e-02 + syst_JER_DataMC_Difference_plus: 1.86676190e-02 + syst_JER_DataMC_Difference_minus: -1.86676190e-02 + syst_JER_NP0_plus: 5.58472936e-01 + syst_JER_NP0_minus: -5.58472936e-01 + syst_JER_NP1_plus: 2.62619459e-01 + syst_JER_NP1_minus: -2.62619459e-01 + syst_JER_NP2_plus: 1.23743687e-01 + syst_JER_NP2_minus: -1.23743687e-01 + syst_JER_NP3_plus: 3.79716341e-02 + syst_JER_NP3_minus: -3.79716341e-02 + syst_JER_NP4_plus: 3.27319729e-02 + syst_JER_NP4_minus: -3.27319729e-02 + syst_JER_NP5_plus: 4.31405847e-02 + syst_JER_NP5_minus: -4.31405847e-02 + syst_JER_NP6_plus: 4.55235346e-02 + syst_JER_NP6_minus: -4.55235346e-02 + syst_JER_NP7_plus: 4.45547983e-02 + syst_JER_NP7_minus: -4.45547983e-02 + syst_JER_NP8_plus: 2.10929953e-02 + syst_JER_NP8_minus: -2.10929953e-02 + syst_JER_NoiseInSitu_plus: 6.65811745e-02 + syst_JER_NoiseInSitu_minus: -6.65811745e-02 + syst_JES_EtaIntercalibration_Modelling_plus: 6.67650223e-01 + syst_JES_EtaIntercalibration_Modelling_minus: -6.71680731e-01 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 - syst_JES_EtaIntercalibration_Stat100_plus: 0.012225876246715405 - syst_JES_EtaIntercalibration_Stat100_minus: -0.019523218228560575 - syst_JES_EtaIntercalibration_Stat101_plus: 0.02794980973996066 - syst_JES_EtaIntercalibration_Stat101_minus: -0.0314379674915539 - syst_JES_EtaIntercalibration_Stat102_plus: 0.003963333508550599 - syst_JES_EtaIntercalibration_Stat102_minus: -0.007173598295137524 - syst_JES_EtaIntercalibration_Stat103_plus: 3.117633798251488e-05 + syst_JES_EtaIntercalibration_Stat100_plus: 1.22258762e-02 + syst_JES_EtaIntercalibration_Stat100_minus: -1.95232182e-02 + syst_JES_EtaIntercalibration_Stat101_plus: 2.79498097e-02 + syst_JES_EtaIntercalibration_Stat101_minus: -3.14379675e-02 + syst_JES_EtaIntercalibration_Stat102_plus: 3.96333351e-03 + syst_JES_EtaIntercalibration_Stat102_minus: -7.17359830e-03 + syst_JES_EtaIntercalibration_Stat103_plus: 3.11763380e-05 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 syst_JES_EtaIntercalibration_Stat104_plus: 0.0 syst_JES_EtaIntercalibration_Stat104_minus: 0.0 @@ -53146,14 +53146,14 @@ bins: syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 syst_JES_EtaIntercalibration_Stat111_minus: 0.0 - syst_JES_EtaIntercalibration_Stat112_plus: 9.848583248366233e-06 + syst_JES_EtaIntercalibration_Stat112_plus: 9.84858325e-06 syst_JES_EtaIntercalibration_Stat112_minus: 0.0 - syst_JES_EtaIntercalibration_Stat113_plus: 0.010776307345282983 - syst_JES_EtaIntercalibration_Stat113_minus: -0.011943033534240786 - syst_JES_EtaIntercalibration_Stat114_plus: 0.05799689819292062 - syst_JES_EtaIntercalibration_Stat114_minus: -0.06357597069648249 - syst_JES_EtaIntercalibration_Stat115_plus: 0.032929962799857514 - syst_JES_EtaIntercalibration_Stat115_minus: -0.03022174382791304 + syst_JES_EtaIntercalibration_Stat113_plus: 1.07763073e-02 + syst_JES_EtaIntercalibration_Stat113_minus: -1.19430335e-02 + syst_JES_EtaIntercalibration_Stat114_plus: 5.79968982e-02 + syst_JES_EtaIntercalibration_Stat114_minus: -6.35759707e-02 + syst_JES_EtaIntercalibration_Stat115_plus: 3.29299628e-02 + syst_JES_EtaIntercalibration_Stat115_minus: -3.02217438e-02 syst_JES_EtaIntercalibration_Stat116_plus: 0.0 syst_JES_EtaIntercalibration_Stat116_minus: 0.0 syst_JES_EtaIntercalibration_Stat117_plus: 0.0 @@ -53162,15 +53162,15 @@ bins: syst_JES_EtaIntercalibration_Stat118_minus: 0.0 syst_JES_EtaIntercalibration_Stat119_plus: 0.0 syst_JES_EtaIntercalibration_Stat119_minus: 0.0 - syst_JES_EtaIntercalibration_Stat12_plus: -3.7950420946282004e-10 - syst_JES_EtaIntercalibration_Stat12_minus: 2.8277200179650036e-11 - syst_JES_EtaIntercalibration_Stat120_plus: 0.026481148955436202 - syst_JES_EtaIntercalibration_Stat120_minus: -0.026707423125415897 - syst_JES_EtaIntercalibration_Stat121_plus: 0.05743121276797138 - syst_JES_EtaIntercalibration_Stat121_minus: -0.0624870262534552 - syst_JES_EtaIntercalibration_Stat122_plus: 0.007604933431661318 - syst_JES_EtaIntercalibration_Stat122_minus: -0.011052078989945738 - syst_JES_EtaIntercalibration_Stat123_plus: 3.1218764389386075e-05 + syst_JES_EtaIntercalibration_Stat12_plus: -3.79504209e-10 + syst_JES_EtaIntercalibration_Stat12_minus: 2.82772002e-11 + syst_JES_EtaIntercalibration_Stat120_plus: 2.64811490e-02 + syst_JES_EtaIntercalibration_Stat120_minus: -2.67074231e-02 + syst_JES_EtaIntercalibration_Stat121_plus: 5.74312128e-02 + syst_JES_EtaIntercalibration_Stat121_minus: -6.24870263e-02 + syst_JES_EtaIntercalibration_Stat122_plus: 7.60493343e-03 + syst_JES_EtaIntercalibration_Stat122_minus: -1.10520790e-02 + syst_JES_EtaIntercalibration_Stat123_plus: 3.12187644e-05 syst_JES_EtaIntercalibration_Stat123_minus: 0.0 syst_JES_EtaIntercalibration_Stat124_plus: 0.0 syst_JES_EtaIntercalibration_Stat124_minus: 0.0 @@ -53184,18 +53184,18 @@ bins: syst_JES_EtaIntercalibration_Stat128_minus: 0.0 syst_JES_EtaIntercalibration_Stat129_plus: 0.0 syst_JES_EtaIntercalibration_Stat129_minus: 0.0 - syst_JES_EtaIntercalibration_Stat13_plus: 0.0076374603435958996 - syst_JES_EtaIntercalibration_Stat13_minus: -0.008747617990058779 + syst_JES_EtaIntercalibration_Stat13_plus: 7.63746034e-03 + syst_JES_EtaIntercalibration_Stat13_minus: -8.74761799e-03 syst_JES_EtaIntercalibration_Stat130_plus: 0.0 syst_JES_EtaIntercalibration_Stat130_minus: 0.0 - syst_JES_EtaIntercalibration_Stat131_plus: 9.848583248366233e-06 - syst_JES_EtaIntercalibration_Stat131_minus: -0.0001528057754144129 - syst_JES_EtaIntercalibration_Stat132_plus: 0.013293607486307093 - syst_JES_EtaIntercalibration_Stat132_minus: -0.012289515857022195 - syst_JES_EtaIntercalibration_Stat133_plus: 0.08375679823154655 - syst_JES_EtaIntercalibration_Stat133_minus: -0.08623874303351133 - syst_JES_EtaIntercalibration_Stat134_plus: 0.04868430188469379 - syst_JES_EtaIntercalibration_Stat134_minus: -0.04077884807102819 + syst_JES_EtaIntercalibration_Stat131_plus: 9.84858325e-06 + syst_JES_EtaIntercalibration_Stat131_minus: -1.52805775e-04 + syst_JES_EtaIntercalibration_Stat132_plus: 1.32936075e-02 + syst_JES_EtaIntercalibration_Stat132_minus: -1.22895159e-02 + syst_JES_EtaIntercalibration_Stat133_plus: 8.37567982e-02 + syst_JES_EtaIntercalibration_Stat133_minus: -8.62387430e-02 + syst_JES_EtaIntercalibration_Stat134_plus: 4.86843019e-02 + syst_JES_EtaIntercalibration_Stat134_minus: -4.07788481e-02 syst_JES_EtaIntercalibration_Stat135_plus: 0.0 syst_JES_EtaIntercalibration_Stat135_minus: 0.0 syst_JES_EtaIntercalibration_Stat136_plus: 0.0 @@ -53204,15 +53204,15 @@ bins: syst_JES_EtaIntercalibration_Stat137_minus: 0.0 syst_JES_EtaIntercalibration_Stat138_plus: 0.0 syst_JES_EtaIntercalibration_Stat138_minus: 0.0 - syst_JES_EtaIntercalibration_Stat139_plus: 0.03349564822480675 - syst_JES_EtaIntercalibration_Stat139_minus: -0.03322694764795586 - syst_JES_EtaIntercalibration_Stat14_plus: 0.011745043635508554 - syst_JES_EtaIntercalibration_Stat14_minus: -0.014467404743076761 - syst_JES_EtaIntercalibration_Stat140_plus: 0.07260572429223469 - syst_JES_EtaIntercalibration_Stat140_minus: -0.07790195408332194 - syst_JES_EtaIntercalibration_Stat141_plus: 0.010323759005323594 - syst_JES_EtaIntercalibration_Stat141_minus: -0.014191633098414008 - syst_JES_EtaIntercalibration_Stat142_plus: 3.1218764389386075e-05 + syst_JES_EtaIntercalibration_Stat139_plus: 3.34956482e-02 + syst_JES_EtaIntercalibration_Stat139_minus: -3.32269476e-02 + syst_JES_EtaIntercalibration_Stat14_plus: 1.17450436e-02 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syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: -0.0 - syst_JES_Zjet_JVF_plus: 0.04777213413696314 - syst_JES_Zjet_JVF_minus: -0.04839438810440731 - syst_JES_Zjet_MC_plus: 0.9953235051981842 - syst_JES_Zjet_MC_minus: -0.9939092916358111 - syst_JES_Zjet_MuScale_plus: 0.1115814500712372 - syst_JES_Zjet_MuScale_minus: -0.1145512985522207 - syst_JES_Zjet_MuSmearID_plus: 0.007098644976331749 - syst_JES_Zjet_MuSmearID_minus: -0.00725208714784923 - syst_JES_Zjet_MuSmearMS_plus: 0.0021743533521486336 - syst_JES_Zjet_MuSmearMS_minus: -0.0006800953021452213 - syst_JES_Zjet_OOC_plus: 0.26523575362307394 - syst_JES_Zjet_OOC_minus: -0.2795051684674185 - syst_JES_Zjet_Stat1_plus: 0.0036373572824236005 - syst_JES_Zjet_Stat1_minus: -0.0021976878759277898 - syst_JES_Zjet_Stat10_plus: 0.1504723230364973 - syst_JES_Zjet_Stat10_minus: -0.15591704525163372 - syst_JES_Zjet_Stat11_plus: 0.3831811647249901 - syst_JES_Zjet_Stat11_minus: -0.38905015100883844 - syst_JES_Zjet_Stat2_plus: 0.004547403709810687 - syst_JES_Zjet_Stat2_minus: -0.0018335278836167175 - syst_JES_Zjet_Stat3_plus: 0.002138998013089306 - syst_JES_Zjet_Stat3_minus: -0.0010224764055957478 - syst_JES_Zjet_Stat4_plus: 0.005366940469205895 - syst_JES_Zjet_Stat4_minus: -0.0020675802281894646 - syst_JES_Zjet_Stat5_plus: 0.007397044037992473 - syst_JES_Zjet_Stat5_minus: -0.0032449130188650665 - syst_JES_Zjet_Stat6_plus: 0.007155920625607861 - syst_JES_Zjet_Stat6_minus: -0.005678774559709163 - syst_JES_Zjet_Stat7_plus: 0.006185063015038731 - syst_JES_Zjet_Stat7_minus: -0.006434671708797583 - syst_JES_Zjet_Stat8_plus: 0.011087434329005065 - syst_JES_Zjet_Stat8_minus: -0.012749135264793451 - syst_JES_Zjet_Stat9_plus: 0.09149961748553924 - syst_JES_Zjet_Stat9_minus: -0.09153497282459858 - syst_JES_Zjet_Veto_plus: 0.43946686450743927 - syst_JES_Zjet_Veto_minus: -0.4456186935037622 - syst_JES_Zjet_dPhi_plus: 0.014255272708720798 - syst_JES_Zjet_dPhi_minus: -0.01220466304327981 - syst_Unfolding_bias_plus: 0.01257942963730868 - syst_Unfolding_bias_minus: -0.01257942963730868 - syst_jetselection_BCH_plus: 0.25074006460874976 - syst_jetselection_BCH_minus: -0.25074006460874976 + syst_JES_Zjet_JVF_plus: 4.77721341e-02 + syst_JES_Zjet_JVF_minus: -4.83943881e-02 + syst_JES_Zjet_MC_plus: 9.95323505e-01 + syst_JES_Zjet_MC_minus: -9.93909292e-01 + syst_JES_Zjet_MuScale_plus: 1.11581450e-01 + syst_JES_Zjet_MuScale_minus: -1.14551299e-01 + syst_JES_Zjet_MuSmearID_plus: 7.09864498e-03 + syst_JES_Zjet_MuSmearID_minus: -7.25208715e-03 + syst_JES_Zjet_MuSmearMS_plus: 2.17435335e-03 + syst_JES_Zjet_MuSmearMS_minus: -6.80095302e-04 + syst_JES_Zjet_OOC_plus: 2.65235754e-01 + syst_JES_Zjet_OOC_minus: -2.79505168e-01 + syst_JES_Zjet_Stat1_plus: 3.63735728e-03 + syst_JES_Zjet_Stat1_minus: -2.19768788e-03 + syst_JES_Zjet_Stat10_plus: 1.50472323e-01 + syst_JES_Zjet_Stat10_minus: -1.55917045e-01 + syst_JES_Zjet_Stat11_plus: 3.83181165e-01 + syst_JES_Zjet_Stat11_minus: -3.89050151e-01 + syst_JES_Zjet_Stat2_plus: 4.54740371e-03 + syst_JES_Zjet_Stat2_minus: -1.83352788e-03 + syst_JES_Zjet_Stat3_plus: 2.13899801e-03 + syst_JES_Zjet_Stat3_minus: -1.02247641e-03 + syst_JES_Zjet_Stat4_plus: 5.36694047e-03 + syst_JES_Zjet_Stat4_minus: -2.06758023e-03 + syst_JES_Zjet_Stat5_plus: 7.39704404e-03 + syst_JES_Zjet_Stat5_minus: -3.24491302e-03 + syst_JES_Zjet_Stat6_plus: 7.15592063e-03 + syst_JES_Zjet_Stat6_minus: -5.67877456e-03 + syst_JES_Zjet_Stat7_plus: 6.18506302e-03 + syst_JES_Zjet_Stat7_minus: -6.43467171e-03 + syst_JES_Zjet_Stat8_plus: 1.10874343e-02 + syst_JES_Zjet_Stat8_minus: -1.27491353e-02 + syst_JES_Zjet_Stat9_plus: 9.14996175e-02 + syst_JES_Zjet_Stat9_minus: -9.15349728e-02 + syst_JES_Zjet_Veto_plus: 4.39466865e-01 + syst_JES_Zjet_Veto_minus: -4.45618694e-01 + syst_JES_Zjet_dPhi_plus: 1.42552727e-02 + syst_JES_Zjet_dPhi_minus: -1.22046630e-02 + syst_Unfolding_bias_plus: 1.25794296e-02 + syst_Unfolding_bias_minus: -1.25794296e-02 + syst_jetselection_BCH_plus: 2.50740065e-01 + syst_jetselection_BCH_minus: -2.50740065e-01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.707389623899022 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.6972072862499358 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.07389624e-01 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.97207286e-01 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.06745798692519663 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.07030055618556655 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.74579869e-02 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 7.03005562e-02 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0017840304089336593 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.001148341412646953 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.106471101154725 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.19556655558423 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.1193500346183047 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.103086578651014 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.014658323573997128 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.009432804461028543 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.78403041e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.14834141e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.10647110e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.19556656e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.11935003e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.10308658e+00 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.46583236e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 9.43280446e-03 luminosity_uncertainty: 1.715 statistical_uncertainty: 0.6174 -- syst_JAR_plus: 0.016567511883200808 - syst_JAR_minus: -0.016567511883200808 - syst_JER_DataMC_Difference_plus: 0.01079752054871858 - syst_JER_DataMC_Difference_minus: -0.01079752054871858 - syst_JER_NP0_plus: 0.29691413742023126 - syst_JER_NP0_minus: -0.29691413742023126 - syst_JER_NP1_plus: 0.14707821048680186 - syst_JER_NP1_minus: -0.14707821048680186 - syst_JER_NP2_plus: 0.051944064145963774 - syst_JER_NP2_minus: -0.051944064145963774 - syst_JER_NP3_plus: 0.01910602522766051 - syst_JER_NP3_minus: -0.01910602522766051 - syst_JER_NP4_plus: 0.01629881130634992 - syst_JER_NP4_minus: -0.01629881130634992 - syst_JER_NP5_plus: 0.02189202594553551 - syst_JER_NP5_minus: -0.02189202594553551 - syst_JER_NP6_plus: 0.023610295423818824 - syst_JER_NP6_minus: -0.023610295423818824 - syst_JER_NP7_plus: 0.023780001051303592 - syst_JER_NP7_minus: -0.023780001051303592 - syst_JER_NP8_plus: 0.011723830432072958 - syst_JER_NP8_minus: -0.011723830432072958 - syst_JER_NoiseInSitu_plus: 0.03471187188844762 - syst_JER_NoiseInSitu_minus: -0.03471187188844762 - syst_JES_EtaIntercalibration_Modelling_plus: 0.3714431921572934 - syst_JES_EtaIntercalibration_Modelling_minus: -0.36373572824236 +- syst_JAR_plus: 1.65675119e-02 + syst_JAR_minus: -1.65675119e-02 + syst_JER_DataMC_Difference_plus: 1.07975205e-02 + syst_JER_DataMC_Difference_minus: -1.07975205e-02 + syst_JER_NP0_plus: 2.96914137e-01 + syst_JER_NP0_minus: -2.96914137e-01 + syst_JER_NP1_plus: 1.47078210e-01 + syst_JER_NP1_minus: -1.47078210e-01 + syst_JER_NP2_plus: 5.19440641e-02 + syst_JER_NP2_minus: -5.19440641e-02 + syst_JER_NP3_plus: 1.91060252e-02 + syst_JER_NP3_minus: -1.91060252e-02 + syst_JER_NP4_plus: 1.62988113e-02 + syst_JER_NP4_minus: -1.62988113e-02 + syst_JER_NP5_plus: 2.18920259e-02 + syst_JER_NP5_minus: -2.18920259e-02 + syst_JER_NP6_plus: 2.36102954e-02 + syst_JER_NP6_minus: -2.36102954e-02 + syst_JER_NP7_plus: 2.37800011e-02 + syst_JER_NP7_minus: -2.37800011e-02 + syst_JER_NP8_plus: 1.17238304e-02 + syst_JER_NP8_minus: -1.17238304e-02 + syst_JER_NoiseInSitu_plus: 3.47118719e-02 + syst_JER_NoiseInSitu_minus: -3.47118719e-02 + syst_JES_EtaIntercalibration_Modelling_plus: 3.71443192e-01 + syst_JES_EtaIntercalibration_Modelling_minus: -3.63735728e-01 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 - syst_JES_EtaIntercalibration_Stat100_plus: 0.004687410852485623 - syst_JES_EtaIntercalibration_Stat100_minus: -0.0091301627586807 - syst_JES_EtaIntercalibration_Stat101_plus: 0.012445079348883236 - syst_JES_EtaIntercalibration_Stat101_minus: -0.013194612536940976 - syst_JES_EtaIntercalibration_Stat102_plus: 0.0019869700551341982 - syst_JES_EtaIntercalibration_Stat102_minus: -0.0028418621535887343 - syst_JES_EtaIntercalibration_Stat103_plus: 7.517252190794186e-06 + syst_JES_EtaIntercalibration_Stat100_plus: 4.68741085e-03 + syst_JES_EtaIntercalibration_Stat100_minus: -9.13016276e-03 + syst_JES_EtaIntercalibration_Stat101_plus: 1.24450793e-02 + syst_JES_EtaIntercalibration_Stat101_minus: -1.31946125e-02 + syst_JES_EtaIntercalibration_Stat102_plus: 1.98697006e-03 + syst_JES_EtaIntercalibration_Stat102_minus: -2.84186215e-03 + syst_JES_EtaIntercalibration_Stat103_plus: 7.51725219e-06 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 syst_JES_EtaIntercalibration_Stat104_plus: 0.0 syst_JES_EtaIntercalibration_Stat104_minus: 0.0 @@ -53818,14 +53818,14 @@ bins: syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 syst_JES_EtaIntercalibration_Stat111_minus: 0.0 - syst_JES_EtaIntercalibration_Stat112_plus: 1.450276008213609e-06 + syst_JES_EtaIntercalibration_Stat112_plus: 1.45027601e-06 syst_JES_EtaIntercalibration_Stat112_minus: 0.0 - syst_JES_EtaIntercalibration_Stat113_plus: 0.004595486970931372 - syst_JES_EtaIntercalibration_Stat113_minus: -0.006074047250392443 - syst_JES_EtaIntercalibration_Stat114_plus: 0.026756920600098957 - syst_JES_EtaIntercalibration_Stat114_minus: -0.030433875862269005 - syst_JES_EtaIntercalibration_Stat115_plus: 0.014934095218659883 - syst_JES_EtaIntercalibration_Stat115_minus: -0.014226988437473335 + syst_JES_EtaIntercalibration_Stat113_plus: 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syst_JES_MJB_Stat8_minus: -8.766709873150814e-05 - syst_JES_MJB_Stat9_plus: 0.00011554124804588185 - syst_JES_MJB_Stat9_minus: -2.5682118292695404e-23 + syst_JES_MJB_Stat2_plus: -8.10697925e-03 + syst_JES_MJB_Stat2_minus: 7.56038570e-03 + syst_JES_MJB_Stat3_plus: -1.33218918e-03 + syst_JES_MJB_Stat3_minus: 1.03591143e-03 + syst_JES_MJB_Stat4_plus: 9.77787257e-06 + syst_JES_MJB_Stat4_minus: -9.37623592e-06 + syst_JES_MJB_Stat5_plus: 5.65473293e-05 + syst_JES_MJB_Stat5_minus: -6.03020663e-05 + syst_JES_MJB_Stat6_plus: 4.19243611e-05 + syst_JES_MJB_Stat6_minus: -5.25026785e-05 + syst_JES_MJB_Stat7_plus: 4.39608286e-05 + syst_JES_MJB_Stat7_minus: -5.11521046e-05 + syst_JES_MJB_Stat8_plus: 4.61457885e-05 + syst_JES_MJB_Stat8_minus: -8.76670987e-05 + syst_JES_MJB_Stat9_plus: 1.15541248e-04 + syst_JES_MJB_Stat9_minus: -2.56821183e-23 syst_JES_MJB_Threshold_plus: 0.0 - syst_JES_MJB_Threshold_minus: -0.0075490719959475806 - syst_JES_Pileup_MuOffset_plus: -0.03666348660452249 - syst_JES_Pileup_MuOffset_minus: 0.036635202333275024 - syst_JES_Pileup_NPVOffset_plus: 0.035517973619000276 - syst_JES_Pileup_NPVOffset_minus: -0.03736352231789717 - syst_JES_Pileup_Pt_term_plus: 0.2732543445217294 - syst_JES_Pileup_Pt_term_minus: -0.258871792592395 - syst_JES_Punch_through_plus: 0.012098597026101828 - syst_JES_Punch_through_minus: -0.009287140464104114 + syst_JES_MJB_Threshold_minus: -7.54907200e-03 + syst_JES_Pileup_MuOffset_plus: -3.66634866e-02 + syst_JES_Pileup_MuOffset_minus: 3.66352023e-02 + syst_JES_Pileup_NPVOffset_plus: 3.55179736e-02 + syst_JES_Pileup_NPVOffset_minus: -3.73635223e-02 + syst_JES_Pileup_Pt_term_plus: 2.73254345e-01 + syst_JES_Pileup_Pt_term_minus: -2.58871793e-01 + syst_JES_Punch_through_plus: 1.20985970e-02 + syst_JES_Punch_through_minus: -9.28714046e-03 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: -0.0 - syst_JES_Zjet_JVF_plus: 0.025717473631754733 - syst_JES_Zjet_JVF_minus: -0.025993245276417484 - syst_JES_Zjet_MC_plus: 0.5161879502661797 - syst_JES_Zjet_MC_minus: -0.504025713629771 - syst_JES_Zjet_MuScale_plus: 0.06373860525615539 - syst_JES_Zjet_MuScale_minus: -0.0639012398158283 - syst_JES_Zjet_MuSmearID_plus: 0.004524069186031531 - syst_JES_Zjet_MuSmearID_minus: -0.00355957553649308 - syst_JES_Zjet_MuSmearMS_plus: 0.001055003317530329 - syst_JES_Zjet_MuSmearMS_minus: -0.00035355339059327376 - syst_JES_Zjet_OOC_plus: 0.1651801440851775 - syst_JES_Zjet_OOC_minus: -0.16645293629131327 - syst_JES_Zjet_Stat1_plus: 0.0018794898243938434 - syst_JES_Zjet_Stat1_minus: -0.001050053570062023 - syst_JES_Zjet_Stat10_plus: 0.05637762366400343 - syst_JES_Zjet_Stat10_minus: -0.05780597936200026 - syst_JES_Zjet_Stat11_plus: 0.24430539289995212 - syst_JES_Zjet_Stat11_minus: -0.24239620459074848 - syst_JES_Zjet_Stat2_plus: 0.004561545845434418 - syst_JES_Zjet_Stat2_minus: -0.002546998625833944 - syst_JES_Zjet_Stat3_plus: 0.0008551042304888918 - syst_JES_Zjet_Stat3_minus: -0.0005011265758269062 - syst_JES_Zjet_Stat4_plus: 0.0029309576080182396 - syst_JES_Zjet_Stat4_minus: -0.0018413060582097697 - syst_JES_Zjet_Stat5_plus: 0.004103340651225535 - syst_JES_Zjet_Stat5_minus: -0.0026254874785456507 - syst_JES_Zjet_Stat6_plus: 0.0038989867914626226 - syst_JES_Zjet_Stat6_minus: -0.00296772716063994 - syst_JES_Zjet_Stat7_plus: 0.003208143466243366 - syst_JES_Zjet_Stat7_minus: -0.0032519840866769316 - syst_JES_Zjet_Stat8_plus: 0.006245167091439587 - syst_JES_Zjet_Stat8_minus: -0.007369466873526198 - syst_JES_Zjet_Stat9_plus: 0.04198800066685719 - syst_JES_Zjet_Stat9_minus: -0.04152131019127407 - syst_JES_Zjet_Veto_plus: 0.2481237695183595 - syst_JES_Zjet_Veto_minus: -0.24642671324351179 - syst_JES_Zjet_dPhi_plus: 0.009749588299000116 - syst_JES_Zjet_dPhi_minus: -0.006312342235652309 - syst_Unfolding_bias_plus: -0.00030186388488853715 - syst_Unfolding_bias_minus: 0.00030186388488853715 - syst_jetselection_BCH_plus: 0.1467246570962086 - syst_jetselection_BCH_minus: -0.1467246570962086 + syst_JES_Zjet_JVF_plus: 2.57174736e-02 + syst_JES_Zjet_JVF_minus: -2.59932453e-02 + syst_JES_Zjet_MC_plus: 5.16187950e-01 + syst_JES_Zjet_MC_minus: -5.04025714e-01 + syst_JES_Zjet_MuScale_plus: 6.37386053e-02 + syst_JES_Zjet_MuScale_minus: -6.39012398e-02 + syst_JES_Zjet_MuSmearID_plus: 4.52406919e-03 + syst_JES_Zjet_MuSmearID_minus: -3.55957554e-03 + syst_JES_Zjet_MuSmearMS_plus: 1.05500332e-03 + syst_JES_Zjet_MuSmearMS_minus: -3.53553391e-04 + syst_JES_Zjet_OOC_plus: 1.65180144e-01 + syst_JES_Zjet_OOC_minus: -1.66452936e-01 + syst_JES_Zjet_Stat1_plus: 1.87948982e-03 + syst_JES_Zjet_Stat1_minus: -1.05005357e-03 + syst_JES_Zjet_Stat10_plus: 5.63776237e-02 + syst_JES_Zjet_Stat10_minus: -5.78059794e-02 + syst_JES_Zjet_Stat11_plus: 2.44305393e-01 + syst_JES_Zjet_Stat11_minus: -2.42396205e-01 + syst_JES_Zjet_Stat2_plus: 4.56154585e-03 + syst_JES_Zjet_Stat2_minus: -2.54699863e-03 + syst_JES_Zjet_Stat3_plus: 8.55104230e-04 + syst_JES_Zjet_Stat3_minus: -5.01126576e-04 + syst_JES_Zjet_Stat4_plus: 2.93095761e-03 + syst_JES_Zjet_Stat4_minus: -1.84130606e-03 + syst_JES_Zjet_Stat5_plus: 4.10334065e-03 + syst_JES_Zjet_Stat5_minus: -2.62548748e-03 + syst_JES_Zjet_Stat6_plus: 3.89898679e-03 + syst_JES_Zjet_Stat6_minus: -2.96772716e-03 + syst_JES_Zjet_Stat7_plus: 3.20814347e-03 + syst_JES_Zjet_Stat7_minus: -3.25198409e-03 + syst_JES_Zjet_Stat8_plus: 6.24516709e-03 + syst_JES_Zjet_Stat8_minus: -7.36946687e-03 + syst_JES_Zjet_Stat9_plus: 4.19880007e-02 + syst_JES_Zjet_Stat9_minus: -4.15213102e-02 + syst_JES_Zjet_Veto_plus: 2.48123770e-01 + syst_JES_Zjet_Veto_minus: -2.46426713e-01 + syst_JES_Zjet_dPhi_plus: 9.74958830e-03 + syst_JES_Zjet_dPhi_minus: -6.31234224e-03 + syst_Unfolding_bias_plus: -3.01863885e-04 + syst_Unfolding_bias_minus: 3.01863885e-04 + syst_jetselection_BCH_plus: 1.46724657e-01 + syst_jetselection_BCH_minus: -1.46724657e-01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.3575131885679184 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.3464823227814083 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.57513189e-01 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.46482323e-01 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.03831811647249901 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.04017780730701963 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.83181165e-02 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.01778073e-02 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0009521192808676862 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.0670241328105001 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.1186429278371182 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.5728272034392221 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.5551495339095585 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -9.52119281e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.06702413e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.11864293e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 5.72827203e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.55149534e-01 syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.007894140105166616 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.89414011e-03 luminosity_uncertainty: 0.947 statistical_uncertainty: 0.27945 -- syst_JAR_plus: 0.010443967158125306 - syst_JAR_minus: -0.010443967158125306 - syst_JER_DataMC_Difference_plus: 0.006219004140535686 - syst_JER_DataMC_Difference_minus: -0.006219004140535686 - syst_JER_NP0_plus: 0.15775552288271874 - syst_JER_NP0_minus: -0.15775552288271874 - syst_JER_NP1_plus: 0.08232844253354972 - syst_JER_NP1_minus: -0.08232844253354972 - syst_JER_NP2_plus: 0.020414172772855625 - syst_JER_NP2_minus: -0.020414172772855625 - syst_JER_NP3_plus: 0.00942926892712261 - syst_JER_NP3_minus: -0.00942926892712261 - syst_JER_NP4_plus: 0.008961164237977116 - syst_JER_NP4_minus: -0.008961164237977116 - syst_JER_NP5_plus: 0.010946012972767755 - syst_JER_NP5_minus: -0.010946012972767755 - syst_JER_NP6_plus: 0.012211734111091676 - syst_JER_NP6_minus: -0.012211734111091676 - syst_JER_NP7_plus: 0.010868231226837236 - syst_JER_NP7_minus: -0.010868231226837236 - syst_JER_NP8_plus: 0.006982679464217156 - syst_JER_NP8_minus: -0.006982679464217156 - syst_JER_NoiseInSitu_plus: 0.018299923497107847 - syst_JER_NoiseInSitu_minus: -0.018299923497107847 - syst_JES_EtaIntercalibration_Modelling_plus: 0.20994000333428595 - syst_JES_EtaIntercalibration_Modelling_minus: -0.20322248891301373 +- syst_JAR_plus: 1.04439672e-02 + syst_JAR_minus: -1.04439672e-02 + syst_JER_DataMC_Difference_plus: 6.21900414e-03 + syst_JER_DataMC_Difference_minus: -6.21900414e-03 + syst_JER_NP0_plus: 1.57755523e-01 + syst_JER_NP0_minus: -1.57755523e-01 + syst_JER_NP1_plus: 8.23284425e-02 + syst_JER_NP1_minus: -8.23284425e-02 + syst_JER_NP2_plus: 2.04141728e-02 + syst_JER_NP2_minus: -2.04141728e-02 + syst_JER_NP3_plus: 9.42926893e-03 + syst_JER_NP3_minus: -9.42926893e-03 + syst_JER_NP4_plus: 8.96116424e-03 + syst_JER_NP4_minus: -8.96116424e-03 + syst_JER_NP5_plus: 1.09460130e-02 + syst_JER_NP5_minus: -1.09460130e-02 + syst_JER_NP6_plus: 1.22117341e-02 + syst_JER_NP6_minus: -1.22117341e-02 + syst_JER_NP7_plus: 1.08682312e-02 + syst_JER_NP7_minus: -1.08682312e-02 + syst_JER_NP8_plus: 6.98267946e-03 + syst_JER_NP8_minus: -6.98267946e-03 + syst_JER_NoiseInSitu_plus: 1.82999235e-02 + syst_JER_NoiseInSitu_minus: -1.82999235e-02 + syst_JES_EtaIntercalibration_Modelling_plus: 2.09940003e-01 + syst_JES_EtaIntercalibration_Modelling_minus: -2.03222489e-01 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 - syst_JES_EtaIntercalibration_Stat100_plus: 0.0019028243481729991 - syst_JES_EtaIntercalibration_Stat100_minus: -0.0037738288911926036 - syst_JES_EtaIntercalibration_Stat101_plus: 0.006471441261419283 - syst_JES_EtaIntercalibration_Stat101_minus: -0.006136979753918045 - syst_JES_EtaIntercalibration_Stat102_plus: 0.0010917728701520294 - syst_JES_EtaIntercalibration_Stat102_minus: -0.001161069334708311 - syst_JES_EtaIntercalibration_Stat103_plus: 1.2996622638208743e-06 + syst_JES_EtaIntercalibration_Stat100_plus: 1.90282435e-03 + syst_JES_EtaIntercalibration_Stat100_minus: -3.77382889e-03 + syst_JES_EtaIntercalibration_Stat101_plus: 6.47144126e-03 + syst_JES_EtaIntercalibration_Stat101_minus: -6.13697975e-03 + syst_JES_EtaIntercalibration_Stat102_plus: 1.09177287e-03 + syst_JES_EtaIntercalibration_Stat102_minus: -1.16106933e-03 + syst_JES_EtaIntercalibration_Stat103_plus: 1.29966226e-06 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 syst_JES_EtaIntercalibration_Stat104_plus: 0.0 syst_JES_EtaIntercalibration_Stat104_minus: 0.0 @@ -54490,14 +54490,14 @@ bins: syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 syst_JES_EtaIntercalibration_Stat111_minus: 0.0 - syst_JES_EtaIntercalibration_Stat112_plus: 1.809486253056375e-07 + syst_JES_EtaIntercalibration_Stat112_plus: 1.80948625e-07 syst_JES_EtaIntercalibration_Stat112_minus: 0.0 - syst_JES_EtaIntercalibration_Stat113_plus: 0.002169403604680328 - syst_JES_EtaIntercalibration_Stat113_minus: -0.002842569260369921 - syst_JES_EtaIntercalibration_Stat114_plus: 0.013760297961890215 - syst_JES_EtaIntercalibration_Stat114_minus: -0.014092638149047891 - syst_JES_EtaIntercalibration_Stat115_plus: 0.007287442486908558 - syst_JES_EtaIntercalibration_Stat115_minus: -0.006999650026965633 + syst_JES_EtaIntercalibration_Stat113_plus: 2.16940360e-03 + syst_JES_EtaIntercalibration_Stat113_minus: -2.84256926e-03 + syst_JES_EtaIntercalibration_Stat114_plus: 1.37602980e-02 + syst_JES_EtaIntercalibration_Stat114_minus: -1.40926381e-02 + syst_JES_EtaIntercalibration_Stat115_plus: 7.28744249e-03 + 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+ syst_JES_Zjet_MC_plus: 2.61700220e-01 + syst_JES_Zjet_MC_minus: -2.52507832e-01 + syst_JES_Zjet_MuScale_plus: 3.60624458e-02 + syst_JES_Zjet_MuScale_minus: -3.52846284e-02 + syst_JES_Zjet_MuSmearID_plus: 2.65942860e-03 + syst_JES_Zjet_MuSmearID_minus: -1.86181215e-03 + syst_JES_Zjet_MuSmearMS_plus: 5.18238560e-04 + syst_JES_Zjet_MuSmearMS_minus: -1.97494924e-04 + syst_JES_Zjet_OOC_plus: 1.08682312e-01 + syst_JES_Zjet_OOC_minus: -1.06066017e-01 + syst_JES_Zjet_Stat1_plus: 1.02954747e-03 + syst_JES_Zjet_Stat1_minus: -5.71978675e-04 + syst_JES_Zjet_Stat10_plus: 1.99899087e-02 + syst_JES_Zjet_Stat10_minus: -1.97282792e-02 + syst_JES_Zjet_Stat11_plus: 1.41421356e-01 + syst_JES_Zjet_Stat11_minus: -1.37390848e-01 + syst_JES_Zjet_Stat2_plus: 4.29779502e-03 + syst_JES_Zjet_Stat2_minus: -3.37007092e-03 + syst_JES_Zjet_Stat3_plus: 3.76675782e-04 + syst_JES_Zjet_Stat3_minus: -2.76521178e-04 + syst_JES_Zjet_Stat4_plus: 1.90494567e-03 + syst_JES_Zjet_Stat4_minus: -2.39709199e-03 + syst_JES_Zjet_Stat5_plus: 2.57457579e-03 + syst_JES_Zjet_Stat5_minus: -2.98257640e-03 + syst_JES_Zjet_Stat6_plus: 2.41123412e-03 + syst_JES_Zjet_Stat6_minus: -2.69782450e-03 + syst_JES_Zjet_Stat7_plus: 2.01384011e-03 + syst_JES_Zjet_Stat7_minus: -1.91201674e-03 + syst_JES_Zjet_Stat8_plus: 4.37699098e-03 + syst_JES_Zjet_Stat8_minus: -4.68599664e-03 + syst_JES_Zjet_Stat9_plus: 2.07677262e-02 + syst_JES_Zjet_Stat9_minus: -2.01525433e-02 + syst_JES_Zjet_Veto_plus: 1.38522218e-01 + syst_JES_Zjet_Veto_minus: -1.34420999e-01 + syst_JES_Zjet_dPhi_plus: 6.50113975e-03 + syst_JES_Zjet_dPhi_minus: -3.97535432e-03 + syst_Unfolding_bias_plus: 4.46537932e-03 + syst_Unfolding_bias_minus: -4.46537932e-03 + syst_jetselection_BCH_plus: 8.84166319e-02 + syst_jetselection_BCH_minus: -8.84166319e-02 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.18625192616453662 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.17896872631831515 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.86251926e-01 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.78968726e-01 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.02218901079363386 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.023087036405740773 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.21890108e-02 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.30870364e-02 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0017147339443773777 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0022323361082059305 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.5603821240903388 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.5829388304101898 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.3024295703134864 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.290620887067671 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.01436133872589878 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.018695903294572318 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.71473394e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.23233611e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.60382124e-01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.82938830e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.02429570e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.90620887e-01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.43613387e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.86959033e-02 luminosity_uncertainty: 0.5359 statistical_uncertainty: 0.17889 -- syst_JAR_plus: 0.0061072812691082105 - syst_JAR_minus: -0.0061072812691082105 - syst_JER_DataMC_Difference_plus: 0.0035185633431842607 - syst_JER_DataMC_Difference_minus: -0.0035185633431842607 - syst_JER_NP0_plus: 0.07998791908782225 - syst_JER_NP0_minus: -0.07998791908782225 - syst_JER_NP1_plus: 0.042977950160518356 - syst_JER_NP1_minus: -0.042977950160518356 - syst_JER_NP2_plus: 0.00810839345986614 - syst_JER_NP2_minus: -0.00810839345986614 - syst_JER_NP3_plus: 0.0047531717831359715 - syst_JER_NP3_minus: -0.0047531717831359715 - syst_JER_NP4_plus: 0.005024700787111607 - syst_JER_NP4_minus: -0.005024700787111607 - syst_JER_NP5_plus: 0.005584729357811353 - syst_JER_NP5_minus: -0.005584729357811353 - syst_JER_NP6_plus: 0.006418408252830292 - syst_JER_NP6_minus: -0.006418408252830292 - syst_JER_NP7_plus: 0.004860652013876327 - syst_JER_NP7_minus: -0.004860652013876327 - syst_JER_NP8_plus: 0.004513462584313732 - syst_JER_NP8_minus: -0.004513462584313732 - syst_JER_NoiseInSitu_plus: 0.00939674201518803 - syst_JER_NoiseInSitu_minus: -0.00939674201518803 - syst_JES_EtaIntercalibration_Modelling_plus: 0.11801612178003477 - syst_JES_EtaIntercalibration_Modelling_minus: -0.11419774516162742 +- syst_JAR_plus: 6.10728127e-03 + syst_JAR_minus: -6.10728127e-03 + syst_JER_DataMC_Difference_plus: 3.51856334e-03 + syst_JER_DataMC_Difference_minus: -3.51856334e-03 + syst_JER_NP0_plus: 7.99879191e-02 + syst_JER_NP0_minus: -7.99879191e-02 + syst_JER_NP1_plus: 4.29779502e-02 + syst_JER_NP1_minus: -4.29779502e-02 + syst_JER_NP2_plus: 8.10839346e-03 + syst_JER_NP2_minus: -8.10839346e-03 + syst_JER_NP3_plus: 4.75317178e-03 + syst_JER_NP3_minus: -4.75317178e-03 + syst_JER_NP4_plus: 5.02470079e-03 + syst_JER_NP4_minus: -5.02470079e-03 + syst_JER_NP5_plus: 5.58472936e-03 + syst_JER_NP5_minus: -5.58472936e-03 + syst_JER_NP6_plus: 6.41840825e-03 + syst_JER_NP6_minus: -6.41840825e-03 + syst_JER_NP7_plus: 4.86065201e-03 + syst_JER_NP7_minus: -4.86065201e-03 + syst_JER_NP8_plus: 4.51346258e-03 + syst_JER_NP8_minus: -4.51346258e-03 + syst_JER_NoiseInSitu_plus: 9.39674202e-03 + syst_JER_NoiseInSitu_minus: -9.39674202e-03 + syst_JES_EtaIntercalibration_Modelling_plus: 1.18016122e-01 + syst_JES_EtaIntercalibration_Modelling_minus: -1.14197745e-01 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 - syst_JES_EtaIntercalibration_Stat100_plus: 0.0008857219541142694 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+ syst_JES_Gjet_OOC_minus: -7.66786594e-02 + syst_JES_Gjet_Purity_plus: 7.75413296e-03 + syst_JES_Gjet_Purity_minus: -8.03838989e-03 + syst_JES_Gjet_Stat1_plus: 6.41699404e-03 + syst_JES_Gjet_Stat1_minus: -6.24870263e-03 + syst_JES_Gjet_Stat10_plus: 1.59735422e-02 + syst_JES_Gjet_Stat10_minus: -1.57543391e-02 + syst_JES_Gjet_Stat11_plus: 1.82928524e-03 + syst_JES_Gjet_Stat11_minus: -7.97192185e-04 + syst_JES_Gjet_Stat12_plus: -7.51513087e-03 + syst_JES_Gjet_Stat12_minus: 7.12763635e-03 + syst_JES_Gjet_Stat13_plus: 1.29683384e-03 + syst_JES_Gjet_Stat13_minus: -7.05692568e-04 + syst_JES_Gjet_Stat2_plus: 2.92954339e-03 + syst_JES_Gjet_Stat2_minus: -2.47487373e-03 + syst_JES_Gjet_Stat3_plus: 4.63225652e-03 + syst_JES_Gjet_Stat3_minus: -4.24264069e-03 + syst_JES_Gjet_Stat4_plus: 3.17420234e-03 + syst_JES_Gjet_Stat4_minus: -3.26824754e-03 + syst_JES_Gjet_Stat5_plus: 5.27077395e-03 + syst_JES_Gjet_Stat5_minus: -4.61811439e-03 + syst_JES_Gjet_Stat6_plus: 7.34542524e-03 + syst_JES_Gjet_Stat6_minus: -6.77337586e-03 + syst_JES_Gjet_Stat7_plus: 6.87519923e-03 + syst_JES_Gjet_Stat7_minus: -6.48629050e-03 + syst_JES_Gjet_Stat8_plus: 2.25425642e-02 + syst_JES_Gjet_Stat8_minus: -2.29244018e-02 + syst_JES_Gjet_Stat9_plus: 3.89615836e-02 + syst_JES_Gjet_Stat9_minus: -3.76039386e-02 + syst_JES_Gjet_Veto_plus: 4.21435642e-03 + syst_JES_Gjet_Veto_minus: -3.23006378e-03 + syst_JES_Gjet_dPhi_plus: 1.65462987e-02 + syst_JES_Gjet_dPhi_minus: -1.64402327e-02 + syst_JES_LArESZee_plus: 2.24930667e-01 + syst_JES_LArESZee_minus: -2.18849549e-01 + syst_JES_LArESmaterial_plus: 3.36017142e-01 + syst_JES_LArESmaterial_minus: -3.28168257e-01 + syst_JES_LArESpresampler_plus: 1.26218560e-01 + syst_JES_LArESpresampler_minus: -1.22753737e-01 + syst_JES_LArEsmear_plus: 2.64245804e-02 + syst_JES_LArEsmear_minus: -2.65660018e-02 + syst_JES_MJB_Alpha_plus: 2.94792817e-03 + syst_JES_MJB_Alpha_minus: -2.44163972e-03 + syst_JES_MJB_Asym_plus: 1.34350288e-02 + syst_JES_MJB_Asym_minus: -1.24945768e-02 + syst_JES_MJB_Beta_plus: 7.31572676e-03 + syst_JES_MJB_Beta_minus: -7.45219837e-03 + syst_JES_MJB_Stat1_plus: 9.10753534e-03 + syst_JES_MJB_Stat1_minus: -8.77307383e-03 + syst_JES_MJB_Stat10_plus: 7.19056886e-19 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 0.000640850875789368 - syst_JES_MJB_Stat2_minus: -0.00010917728701520293 - syst_JES_MJB_Stat3_plus: -0.0012628927111991738 - syst_JES_MJB_Stat3_minus: 0.0005667460851210178 - syst_JES_MJB_Stat4_plus: -0.0001229658692483406 - syst_JES_MJB_Stat4_minus: 5.6992806563635724e-05 - syst_JES_MJB_Stat5_plus: 1.706248663003139e-05 - syst_JES_MJB_Stat5_minus: -1.8059507191504423e-05 - syst_JES_MJB_Stat6_plus: 1.2876414485407029e-05 - syst_JES_MJB_Stat6_minus: -1.6277598102914323e-05 - syst_JES_MJB_Stat7_plus: 1.4028998538741102e-05 - syst_JES_MJB_Stat7_minus: -1.6334166645409247e-05 - syst_JES_MJB_Stat8_plus: 1.4736105319927649e-05 - syst_JES_MJB_Stat8_minus: -2.799718589430016e-05 - syst_JES_MJB_Stat9_plus: 3.688976077450218e-05 - syst_JES_MJB_Stat9_minus: -7.539879607792155e-14 - syst_JES_MJB_Threshold_plus: 0.019417152211382592 - syst_JES_MJB_Threshold_minus: -0.020025264043203025 - syst_JES_Pileup_MuOffset_plus: -0.008426591511400086 - syst_JES_Pileup_MuOffset_minus: 0.00927158411491801 - syst_JES_Pileup_NPVOffset_plus: 0.011660190821766168 - syst_JES_Pileup_NPVOffset_minus: -0.008854391114017948 - syst_JES_Pileup_Pt_term_plus: 0.07641702984283019 - syst_JES_Pileup_Pt_term_minus: -0.07307948583562968 - syst_JES_Punch_through_plus: 0.004247590434587591 - syst_JES_Punch_through_minus: -0.003901815218587369 + syst_JES_MJB_Stat2_plus: 6.40850876e-04 + syst_JES_MJB_Stat2_minus: -1.09177287e-04 + syst_JES_MJB_Stat3_plus: -1.26289271e-03 + syst_JES_MJB_Stat3_minus: 5.66746085e-04 + syst_JES_MJB_Stat4_plus: -1.22965869e-04 + syst_JES_MJB_Stat4_minus: 5.69928066e-05 + syst_JES_MJB_Stat5_plus: 1.70624866e-05 + syst_JES_MJB_Stat5_minus: -1.80595072e-05 + syst_JES_MJB_Stat6_plus: 1.28764145e-05 + syst_JES_MJB_Stat6_minus: -1.62775981e-05 + syst_JES_MJB_Stat7_plus: 1.40289985e-05 + syst_JES_MJB_Stat7_minus: -1.63341666e-05 + syst_JES_MJB_Stat8_plus: 1.47361053e-05 + syst_JES_MJB_Stat8_minus: -2.79971859e-05 + syst_JES_MJB_Stat9_plus: 3.68897608e-05 + syst_JES_MJB_Stat9_minus: -7.53987961e-14 + syst_JES_MJB_Threshold_plus: 1.94171522e-02 + syst_JES_MJB_Threshold_minus: -2.00252640e-02 + syst_JES_Pileup_MuOffset_plus: -8.42659151e-03 + syst_JES_Pileup_MuOffset_minus: 9.27158411e-03 + syst_JES_Pileup_NPVOffset_plus: 1.16601908e-02 + syst_JES_Pileup_NPVOffset_minus: -8.85439111e-03 + syst_JES_Pileup_Pt_term_plus: 7.64170298e-02 + syst_JES_Pileup_Pt_term_minus: -7.30794858e-02 + syst_JES_Punch_through_plus: 4.24759043e-03 + syst_JES_Punch_through_minus: -3.90181522e-03 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: -0.0 - syst_JES_Zjet_JVF_plus: 0.007800802010049992 - syst_JES_Zjet_JVF_minus: -0.007255622681755163 - syst_JES_Zjet_MC_plus: 0.1267135351886293 - syst_JES_Zjet_MC_minus: -0.12190520907656079 - syst_JES_Zjet_MuScale_plus: 0.019480791821689384 - syst_JES_Zjet_MuScale_minus: -0.019268659787333418 - syst_JES_Zjet_MuSmearID_plus: 0.0013095617587574858 - syst_JES_Zjet_MuSmearID_minus: -0.0009967377187605573 - syst_JES_Zjet_MuSmearMS_plus: 0.0002617709303952599 - syst_JES_Zjet_MuSmearMS_minus: -0.00011115718600252526 - syst_JES_Zjet_OOC_plus: 0.0721743891557109 - syst_JES_Zjet_OOC_minus: -0.06995407386278514 - syst_JES_Zjet_Stat1_plus: 0.0005518261320379816 - syst_JES_Zjet_Stat1_minus: -0.0003267540435863036 - syst_JES_Zjet_Stat10_plus: 0.006752162653550342 - syst_JES_Zjet_Stat10_minus: -0.005886663953378008 - syst_JES_Zjet_Stat11_plus: 0.07388558756618234 - syst_JES_Zjet_Stat11_minus: -0.07113494218736667 - syst_JES_Zjet_Stat2_plus: 0.0031621815254662404 - syst_JES_Zjet_Stat2_minus: -0.0027121787699191215 - syst_JES_Zjet_Stat3_plus: 0.0001870297436238418 - syst_JES_Zjet_Stat3_minus: -0.00015535135982668448 - syst_JES_Zjet_Stat4_plus: 0.0015224008998946366 - syst_JES_Zjet_Stat4_minus: -0.0018724187565819779 - syst_JES_Zjet_Stat5_plus: 0.0019084812024224916 - syst_JES_Zjet_Stat5_minus: -0.002341937659289845 - syst_JES_Zjet_Stat6_plus: 0.001682914139223983 - syst_JES_Zjet_Stat6_minus: -0.0018936319600175741 - syst_JES_Zjet_Stat7_plus: 0.001554927811829218 - syst_JES_Zjet_Stat7_minus: -0.0013145115062257917 - syst_JES_Zjet_Stat8_plus: 0.00280947666301039 - syst_JES_Zjet_Stat8_minus: -0.002564676295363608 - syst_JES_Zjet_Stat9_plus: 0.01035911434438292 - syst_JES_Zjet_Stat9_minus: -0.009878281733176068 - syst_JES_Zjet_Veto_plus: 0.07360981592151959 - syst_JES_Zjet_Veto_minus: -0.07105716044143616 - syst_JES_Zjet_dPhi_plus: 0.0038883801897448248 - syst_JES_Zjet_dPhi_minus: -0.0026071027022348007 - syst_Unfolding_bias_plus: -0.0017776664479029806 - syst_Unfolding_bias_minus: 0.0017776664479029806 - syst_jetselection_BCH_plus: 0.05204305909532989 - syst_jetselection_BCH_minus: -0.05204305909532989 + syst_JES_Zjet_JVF_plus: 7.80080201e-03 + syst_JES_Zjet_JVF_minus: -7.25562268e-03 + syst_JES_Zjet_MC_plus: 1.26713535e-01 + syst_JES_Zjet_MC_minus: -1.21905209e-01 + syst_JES_Zjet_MuScale_plus: 1.94807918e-02 + syst_JES_Zjet_MuScale_minus: -1.92686598e-02 + syst_JES_Zjet_MuSmearID_plus: 1.30956176e-03 + syst_JES_Zjet_MuSmearID_minus: -9.96737719e-04 + syst_JES_Zjet_MuSmearMS_plus: 2.61770930e-04 + syst_JES_Zjet_MuSmearMS_minus: -1.11157186e-04 + syst_JES_Zjet_OOC_plus: 7.21743892e-02 + syst_JES_Zjet_OOC_minus: -6.99540739e-02 + syst_JES_Zjet_Stat1_plus: 5.51826132e-04 + syst_JES_Zjet_Stat1_minus: -3.26754044e-04 + syst_JES_Zjet_Stat10_plus: 6.75216265e-03 + syst_JES_Zjet_Stat10_minus: -5.88666395e-03 + syst_JES_Zjet_Stat11_plus: 7.38855876e-02 + syst_JES_Zjet_Stat11_minus: -7.11349422e-02 + syst_JES_Zjet_Stat2_plus: 3.16218153e-03 + syst_JES_Zjet_Stat2_minus: -2.71217877e-03 + syst_JES_Zjet_Stat3_plus: 1.87029744e-04 + syst_JES_Zjet_Stat3_minus: -1.55351360e-04 + syst_JES_Zjet_Stat4_plus: 1.52240090e-03 + syst_JES_Zjet_Stat4_minus: -1.87241876e-03 + syst_JES_Zjet_Stat5_plus: 1.90848120e-03 + syst_JES_Zjet_Stat5_minus: -2.34193766e-03 + syst_JES_Zjet_Stat6_plus: 1.68291414e-03 + syst_JES_Zjet_Stat6_minus: -1.89363196e-03 + syst_JES_Zjet_Stat7_plus: 1.55492781e-03 + syst_JES_Zjet_Stat7_minus: -1.31451151e-03 + syst_JES_Zjet_Stat8_plus: 2.80947666e-03 + syst_JES_Zjet_Stat8_minus: -2.56467630e-03 + syst_JES_Zjet_Stat9_plus: 1.03591143e-02 + syst_JES_Zjet_Stat9_minus: -9.87828173e-03 + syst_JES_Zjet_Veto_plus: 7.36098159e-02 + syst_JES_Zjet_Veto_minus: -7.10571604e-02 + syst_JES_Zjet_dPhi_plus: 3.88838019e-03 + syst_JES_Zjet_dPhi_minus: -2.60710270e-03 + syst_Unfolding_bias_plus: -1.77766645e-03 + syst_Unfolding_bias_minus: 1.77766645e-03 + syst_jetselection_BCH_plus: 5.20430591e-02 + syst_jetselection_BCH_minus: -5.20430591e-02 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.09687362902255701 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0930057549294666 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.68736290e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.30057549e-02 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.012749135264793451 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.013180470401317245 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.27491353e-02 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.31804704e-02 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.002380121425473919 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0024805305884024083 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.29493423843290895 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.3049044440476393 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.1596647111919224 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.15330075016124348 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.020145472196004738 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.02100107140124046 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.38012143e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.48053059e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.94934238e-01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.04904444e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.59664711e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.53300750e-01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.01454722e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.10010714e-02 luminosity_uncertainty: 0.3025 statistical_uncertainty: 0.0887 -- syst_JAR_plus: 0.0034181541802557705 - syst_JAR_minus: -0.0034181541802557705 - syst_JER_DataMC_Difference_plus: 0.0020194969670687796 - syst_JER_DataMC_Difference_minus: -0.0020194969670687796 - syst_JER_NP0_plus: 0.04271632065147933 - syst_JER_NP0_minus: -0.04271632065147933 - syst_JER_NP1_plus: 0.023560797949135764 - syst_JER_NP1_minus: -0.023560797949135764 - syst_JER_NP2_plus: 0.0038714096269963473 - syst_JER_NP2_minus: -0.0038714096269963473 - syst_JER_NP3_plus: 0.0026254874785456507 - syst_JER_NP3_minus: -0.0026254874785456507 - syst_JER_NP4_plus: 0.0029260078605499334 - syst_JER_NP4_minus: -0.0029260078605499334 - syst_JER_NP5_plus: 0.003103491662627757 - syst_JER_NP5_minus: -0.003103491662627757 - syst_JER_NP6_plus: 0.0036210938264563093 - syst_JER_NP6_minus: -0.0036210938264563093 - syst_JER_NP7_plus: 0.0024897229765578335 - syst_JER_NP7_minus: -0.0024897229765578335 - syst_JER_NP8_plus: 0.0030320738777279157 - syst_JER_NP8_minus: -0.0030320738777279157 - syst_JER_NoiseInSitu_plus: 0.005098239892355008 - syst_JER_NoiseInSitu_minus: -0.005098239892355008 - syst_JES_EtaIntercalibration_Modelling_plus: 0.06802367235014586 - syst_JES_EtaIntercalibration_Modelling_minus: -0.06670138266932703 +- syst_JAR_plus: 3.41815418e-03 + syst_JAR_minus: -3.41815418e-03 + syst_JER_DataMC_Difference_plus: 2.01949697e-03 + syst_JER_DataMC_Difference_minus: -2.01949697e-03 + syst_JER_NP0_plus: 4.27163207e-02 + syst_JER_NP0_minus: -4.27163207e-02 + syst_JER_NP1_plus: 2.35607979e-02 + 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syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: -0.0 - syst_JES_Zjet_JVF_plus: 0.004030508652763321 - syst_JES_Zjet_JVF_minus: -0.0036981684656056434 - syst_JES_Zjet_MC_plus: 0.06170920879415 - syst_JES_Zjet_MC_minus: -0.0595596041793429 - syst_JES_Zjet_MuScale_plus: 0.010274261530640535 - syst_JES_Zjet_MuScale_minus: -0.010415682886877844 - syst_JES_Zjet_MuSmearID_plus: 0.0006958637833656813 - syst_JES_Zjet_MuSmearID_minus: -0.0005588264891717284 - syst_JES_Zjet_MuSmearMS_plus: 0.00013972429996246178 - syst_JES_Zjet_MuSmearMS_minus: -6.480633649574708e-05 - syst_JES_Zjet_OOC_plus: 0.04870551508812939 - syst_JES_Zjet_OOC_minus: -0.04792769762882419 - syst_JES_Zjet_Stat1_plus: 0.0003017224635322998 - syst_JES_Zjet_Stat1_minus: -0.000213616958596456 - syst_JES_Zjet_Stat10_plus: 0.0025116432867746167 - syst_JES_Zjet_Stat10_minus: -0.0018229212818989195 - syst_JES_Zjet_Stat11_plus: 0.036621060197651295 - syst_JES_Zjet_Stat11_minus: -0.03542604973744603 - 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-0.0017380684681565337 - syst_Unfolding_bias_plus: 0.0013640089809088501 - syst_Unfolding_bias_minus: -0.0013640089809088501 - syst_jetselection_BCH_plus: 0.03021467276010117 - syst_jetselection_BCH_minus: -0.03021467276010117 + syst_JES_Zjet_JVF_plus: 4.03050865e-03 + syst_JES_Zjet_JVF_minus: -3.69816847e-03 + syst_JES_Zjet_MC_plus: 6.17092088e-02 + syst_JES_Zjet_MC_minus: -5.95596042e-02 + syst_JES_Zjet_MuScale_plus: 1.02742615e-02 + syst_JES_Zjet_MuScale_minus: -1.04156829e-02 + syst_JES_Zjet_MuSmearID_plus: 6.95863783e-04 + syst_JES_Zjet_MuSmearID_minus: -5.58826489e-04 + syst_JES_Zjet_MuSmearMS_plus: 1.39724300e-04 + syst_JES_Zjet_MuSmearMS_minus: -6.48063365e-05 + syst_JES_Zjet_OOC_plus: 4.87055151e-02 + syst_JES_Zjet_OOC_minus: -4.79276976e-02 + syst_JES_Zjet_Stat1_plus: 3.01722464e-04 + syst_JES_Zjet_Stat1_minus: -2.13616959e-04 + syst_JES_Zjet_Stat10_plus: 2.51164329e-03 + syst_JES_Zjet_Stat10_minus: -1.82292128e-03 + syst_JES_Zjet_Stat11_plus: 3.66210602e-02 + syst_JES_Zjet_Stat11_minus: -3.54260497e-02 + syst_JES_Zjet_Stat2_plus: 2.10222846e-03 + syst_JES_Zjet_Stat2_minus: -1.96434264e-03 + syst_JES_Zjet_Stat3_plus: 1.04581093e-04 + syst_JES_Zjet_Stat3_minus: -9.05096680e-05 + syst_JES_Zjet_Stat4_plus: 1.31733993e-03 + syst_JES_Zjet_Stat4_minus: -1.24592215e-03 + syst_JES_Zjet_Stat5_plus: 1.58109076e-03 + syst_JES_Zjet_Stat5_minus: -1.62917402e-03 + syst_JES_Zjet_Stat6_plus: 1.30036937e-03 + syst_JES_Zjet_Stat6_minus: -1.16248355e-03 + syst_JES_Zjet_Stat7_plus: 1.34633131e-03 + syst_JES_Zjet_Stat7_minus: -1.04015408e-03 + syst_JES_Zjet_Stat8_plus: 1.77342381e-03 + syst_JES_Zjet_Stat8_minus: -1.40007143e-03 + syst_JES_Zjet_Stat9_plus: 5.23683282e-03 + syst_JES_Zjet_Stat9_minus: -4.97025356e-03 + syst_JES_Zjet_Veto_plus: 3.88060202e-02 + syst_JES_Zjet_Veto_minus: -3.80847712e-02 + syst_JES_Zjet_dPhi_plus: 2.30870364e-03 + syst_JES_Zjet_dPhi_minus: -1.73806847e-03 + syst_Unfolding_bias_plus: 1.36400898e-03 + syst_Unfolding_bias_minus: -1.36400898e-03 + syst_jetselection_BCH_plus: 3.02146728e-02 + syst_jetselection_BCH_minus: -3.02146728e-02 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.05198649055283497 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.05020458146424486 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 5.19864906e-02 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.02045815e-02 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0075405867145733425 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.00776827509811541 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -7.54058671e-03 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 7.76827510e-03 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.002123441663903202 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0021326340520586274 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.16164461017924475 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.16652364696943192 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0870024183571928 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.08401842774058557 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.018186786412118 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.01826456815804852 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.12344166e-03 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syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.014170419894978411 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.014135064555919084 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.63483088e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.63129534e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.13723383e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.35785114e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.84863120e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.71710934e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.41704199e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.41350646e-02 luminosity_uncertainty: 0.10452 statistical_uncertainty: 0.028799 -- syst_JAR_plus: 0.0008241329534729212 - syst_JAR_minus: -0.0008241329534729212 - 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syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0016617009357883866 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.61786032e-03 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.66170094e-03 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0007814944145673723 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0007781003020176769 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.028743890655233154 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.029528779182350223 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.014912882015224288 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.014651252506185262 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.006955102299750881 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.006925403814941046 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.81494415e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.78100302e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.87438907e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.95287792e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.49128820e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.46512525e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 6.95510230e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -6.92540381e-03 luminosity_uncertainty: 0.03559 statistical_uncertainty: 0.013524 -- syst_JAR_plus: 0.00020216182874123394 - syst_JAR_minus: -0.00020216182874123394 - syst_JER_DataMC_Difference_plus: 0.00020400030637231895 - 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syst_JES_EtaIntercalibration_Modelling_plus: 0.008389114851997198 - syst_JES_EtaIntercalibration_Modelling_minus: -0.00824769349575989 +- syst_JAR_plus: 2.02161829e-04 + syst_JAR_minus: -2.02161829e-04 + syst_JER_DataMC_Difference_plus: 2.04000306e-04 + syst_JER_DataMC_Difference_minus: -2.04000306e-04 + syst_JER_NP0_plus: 4.63720627e-03 + syst_JER_NP0_minus: -4.63720627e-03 + syst_JER_NP1_plus: 2.92105811e-03 + syst_JER_NP1_minus: -2.92105811e-03 + syst_JER_NP2_plus: 4.19880007e-04 + syst_JER_NP2_minus: -4.19880007e-04 + syst_JER_NP3_plus: 3.06318658e-04 + syst_JER_NP3_minus: -3.06318658e-04 + syst_JER_NP4_plus: 3.50371410e-04 + syst_JER_NP4_minus: -3.50371410e-04 + syst_JER_NP5_plus: 3.63170043e-04 + syst_JER_NP5_minus: -3.63170043e-04 + syst_JER_NP6_plus: 4.36214173e-04 + syst_JER_NP6_minus: -4.36214173e-04 + syst_JER_NP7_plus: 2.79151615e-04 + syst_JER_NP7_minus: -2.79151615e-04 + syst_JER_NP8_plus: 2.73162421e-04 + syst_JER_NP8_minus: -2.73162421e-04 + syst_JER_NoiseInSitu_plus: 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0.0006327191478057226 - syst_JES_Pileup_NPVOffset_plus: 0.00033898699090083084 - syst_JES_Pileup_NPVOffset_minus: -0.000322157849508591 - syst_JES_Pileup_Pt_term_plus: 0.004791355549320046 - syst_JES_Pileup_Pt_term_minus: -0.004718523550857831 - syst_JES_Punch_through_plus: 0.00045806377285264547 - syst_JES_Punch_through_minus: -0.0004968839351397869 - syst_JES_SingleParticle_HighPt_plus: 2.2570848455474594e-41 - syst_JES_SingleParticle_HighPt_minus: -1.7394826817189068e-41 - syst_JES_Zjet_JVF_plus: 0.0004452651401131689 - syst_JES_Zjet_JVF_minus: -0.0004336685889017096 - syst_JES_Zjet_MC_plus: 0.003860803025278549 - syst_JES_Zjet_MC_minus: -0.0037745359979737903 - syst_JES_Zjet_MuScale_plus: 0.000972625377522096 - syst_JES_Zjet_MuScale_minus: -0.0009190266835081558 - syst_JES_Zjet_MuSmearID_plus: 5.9800020484946316e-05 - syst_JES_Zjet_MuSmearID_minus: -6.454470698670805e-05 - syst_JES_Zjet_MuSmearMS_plus: 2.882874346897554e-06 - syst_JES_Zjet_MuSmearMS_minus: -7.74989032180456e-06 - 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syst_JES_MJB_Stat6_plus: -5.02823632e-05 + syst_JES_MJB_Stat6_minus: 6.32012041e-05 + syst_JES_MJB_Stat7_plus: -2.50032958e-05 + syst_JES_MJB_Stat7_minus: 1.79110148e-05 + syst_JES_MJB_Stat8_plus: -4.68033978e-06 + syst_JES_MJB_Stat8_minus: 2.45861028e-06 + syst_JES_MJB_Stat9_plus: 2.56679762e-06 + syst_JES_MJB_Stat9_minus: -1.51250140e-06 + syst_JES_MJB_Threshold_plus: 5.24531810e-03 + syst_JES_MJB_Threshold_minus: -5.22764043e-03 + syst_JES_Pileup_MuOffset_plus: -5.49139126e-04 + syst_JES_Pileup_MuOffset_minus: 6.32719148e-04 + syst_JES_Pileup_NPVOffset_plus: 3.38986991e-04 + syst_JES_Pileup_NPVOffset_minus: -3.22157850e-04 + syst_JES_Pileup_Pt_term_plus: 4.79135555e-03 + syst_JES_Pileup_Pt_term_minus: -4.71852355e-03 + syst_JES_Punch_through_plus: 4.58063773e-04 + syst_JES_Punch_through_minus: -4.96883935e-04 + syst_JES_SingleParticle_HighPt_plus: 2.25708485e-41 + syst_JES_SingleParticle_HighPt_minus: -1.73948268e-41 + syst_JES_Zjet_JVF_plus: 4.45265140e-04 + syst_JES_Zjet_JVF_minus: -4.33668589e-04 + syst_JES_Zjet_MC_plus: 3.86080303e-03 + syst_JES_Zjet_MC_minus: -3.77453600e-03 + syst_JES_Zjet_MuScale_plus: 9.72625378e-04 + syst_JES_Zjet_MuScale_minus: -9.19026684e-04 + syst_JES_Zjet_MuSmearID_plus: 5.98000205e-05 + syst_JES_Zjet_MuSmearID_minus: -6.45447070e-05 + syst_JES_Zjet_MuSmearMS_plus: 2.88287435e-06 + syst_JES_Zjet_MuSmearMS_minus: -7.74989032e-06 + syst_JES_Zjet_OOC_plus: 8.99086272e-03 + syst_JES_Zjet_OOC_minus: -8.81974288e-03 + syst_JES_Zjet_Stat1_plus: 3.86858120e-05 + syst_JES_Zjet_Stat1_minus: -4.31617979e-05 + syst_JES_Zjet_Stat10_plus: 1.46300393e-04 + syst_JES_Zjet_Stat10_minus: -1.59452579e-04 + syst_JES_Zjet_Stat11_plus: 1.84625581e-03 + syst_JES_Zjet_Stat11_minus: -1.83564920e-03 + syst_JES_Zjet_Stat2_plus: 6.39578084e-04 + syst_JES_Zjet_Stat2_minus: -5.48502730e-04 + syst_JES_Zjet_Stat3_plus: 4.73407990e-06 + syst_JES_Zjet_Stat3_minus: -1.08258048e-05 + syst_JES_Zjet_Stat4_plus: 3.64442835e-04 + syst_JES_Zjet_Stat4_minus: -3.47613694e-04 + syst_JES_Zjet_Stat5_plus: 4.46325800e-04 + syst_JES_Zjet_Stat5_minus: -4.26951074e-04 + syst_JES_Zjet_Stat6_plus: 3.10702720e-04 + syst_JES_Zjet_Stat6_minus: -3.00803225e-04 + syst_JES_Zjet_Stat7_plus: 3.85231774e-04 + syst_JES_Zjet_Stat7_minus: -3.73281670e-04 + syst_JES_Zjet_Stat8_plus: 3.59351666e-04 + syst_JES_Zjet_Stat8_minus: -3.36299985e-04 + syst_JES_Zjet_Stat9_plus: 4.70367431e-04 + syst_JES_Zjet_Stat9_minus: -4.57710219e-04 + syst_JES_Zjet_Veto_plus: 3.81696240e-03 + syst_JES_Zjet_Veto_minus: -3.76534361e-03 + syst_JES_Zjet_dPhi_plus: 4.51275548e-04 + syst_JES_Zjet_dPhi_minus: -4.31617979e-04 + syst_Unfolding_bias_plus: -2.53922045e-04 + syst_Unfolding_bias_minus: 2.53922045e-04 + syst_jetselection_BCH_plus: 4.41163921e-03 + syst_jetselection_BCH_minus: -4.41163921e-03 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0046852895321420635 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.004614578854023409 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.68528953e-03 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.61457885e-03 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0009715647173503163 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.000999495435207185 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.71564717e-04 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.99495435e-04 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0005080562222825343 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0005014801292174994 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.01636245091665671 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.016836212460051698 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.008408913841870423 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.008283048834819217 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0045884159031195065 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0045290189334998366 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.08056222e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.01480129e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.63624509e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.68362125e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.40891384e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.28304883e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.58841590e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.52901893e-03 luminosity_uncertainty: 0.02109 statistical_uncertainty: 0.006132 -- syst_JAR_plus: 0.00011285424227737298 - syst_JAR_minus: -0.00011285424227737298 - syst_JER_DataMC_Difference_plus: 0.00011935962466428921 - syst_JER_DataMC_Difference_minus: -0.00011935962466428921 - syst_JER_NP0_plus: 0.002592253459829883 - syst_JER_NP0_minus: -0.002592253459829883 - syst_JER_NP1_plus: 0.0016532156544141479 - syst_JER_NP1_minus: -0.0016532156544141479 - syst_JER_NP2_plus: 0.00025660905089259806 - syst_JER_NP2_minus: -0.00025660905089259806 - syst_JER_NP3_plus: 0.00018094862530563749 - 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1.65321565e-03 + syst_JER_NP1_minus: -1.65321565e-03 + syst_JER_NP2_plus: 2.56609051e-04 + syst_JER_NP2_minus: -2.56609051e-04 + syst_JER_NP3_plus: 1.80948625e-04 + syst_JER_NP3_minus: -1.80948625e-04 + syst_JER_NP4_plus: 2.09940003e-04 + syst_JER_NP4_minus: -2.09940003e-04 + syst_JER_NP5_plus: 2.14536197e-04 + syst_JER_NP5_minus: -2.14536197e-04 + syst_JER_NP6_plus: 2.80290057e-04 + syst_JER_NP6_minus: -2.80290057e-04 + syst_JER_NP7_plus: 1.64897301e-04 + syst_JER_NP7_minus: -1.64897301e-04 + syst_JER_NP8_plus: 1.48775267e-04 + syst_JER_NP8_minus: -1.48775267e-04 + syst_JER_NoiseInSitu_plus: 2.73268487e-04 + syst_JER_NoiseInSitu_minus: -2.73268487e-04 + syst_JES_EtaIntercalibration_Modelling_plus: 4.99995205e-03 + syst_JES_EtaIntercalibration_Modelling_minus: -4.92924137e-03 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 - syst_JES_EtaIntercalibration_Stat100_plus: 3.681197902857166e-05 - syst_JES_EtaIntercalibration_Stat100_minus: -3.074500284599108e-05 - syst_JES_EtaIntercalibration_Stat101_plus: 5.411488196420648e-05 - syst_JES_EtaIntercalibration_Stat101_minus: -5.0169226125185546e-05 - syst_JES_EtaIntercalibration_Stat102_plus: 1.8618121548641795e-05 - syst_JES_EtaIntercalibration_Stat102_minus: -1.4934095218659883e-05 - syst_JES_EtaIntercalibration_Stat103_plus: 4.099098010538416e-13 + syst_JES_EtaIntercalibration_Stat100_plus: 3.68119790e-05 + syst_JES_EtaIntercalibration_Stat100_minus: -3.07450028e-05 + syst_JES_EtaIntercalibration_Stat101_plus: 5.41148820e-05 + syst_JES_EtaIntercalibration_Stat101_minus: -5.01692261e-05 + syst_JES_EtaIntercalibration_Stat102_plus: 1.86181215e-05 + syst_JES_EtaIntercalibration_Stat102_minus: -1.49340952e-05 + syst_JES_EtaIntercalibration_Stat103_plus: 4.09909801e-13 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 syst_JES_EtaIntercalibration_Stat104_plus: 0.0 syst_JES_EtaIntercalibration_Stat104_minus: 0.0 @@ -59194,14 +59194,14 @@ bins: syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 syst_JES_EtaIntercalibration_Stat111_minus: 0.0 - syst_JES_EtaIntercalibration_Stat112_plus: 3.623922253581056e-14 + syst_JES_EtaIntercalibration_Stat112_plus: 3.62392225e-14 syst_JES_EtaIntercalibration_Stat112_minus: 0.0 - syst_JES_EtaIntercalibration_Stat113_plus: 1.714026837596191e-05 - syst_JES_EtaIntercalibration_Stat113_minus: -1.1617764414894975e-05 - syst_JES_EtaIntercalibration_Stat114_plus: 9.846461928022673e-05 - syst_JES_EtaIntercalibration_Stat114_minus: -0.00011525840533340725 - syst_JES_EtaIntercalibration_Stat115_plus: 5.950303563684797e-05 - syst_JES_EtaIntercalibration_Stat115_minus: -5.868986283848344e-05 + syst_JES_EtaIntercalibration_Stat113_plus: 1.71402684e-05 + 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9.32603134e-08 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 0.0009150668855335112 - syst_JES_MJB_Stat2_minus: -0.0008809136280022009 - syst_JES_MJB_Stat3_plus: 0.0010189408716898148 - syst_JES_MJB_Stat3_minus: -0.0009391085160938538 - syst_JES_MJB_Stat4_plus: 7.552607529853514e-05 - syst_JES_MJB_Stat4_minus: -5.918483758531403e-05 + syst_JES_MJB_Stat2_plus: 9.15066886e-04 + syst_JES_MJB_Stat2_minus: -8.80913628e-04 + syst_JES_MJB_Stat3_plus: 1.01894087e-03 + syst_JES_MJB_Stat3_minus: -9.39108516e-04 + syst_JES_MJB_Stat4_plus: 7.55260753e-05 + syst_JES_MJB_Stat4_minus: -5.91848376e-05 syst_JES_MJB_Stat5_plus: 0.0 - syst_JES_MJB_Stat5_minus: -1.4212846301849604e-05 - syst_JES_MJB_Stat6_plus: -3.732816697883784e-05 - syst_JES_MJB_Stat6_minus: 5.0331860684858456e-05 - syst_JES_MJB_Stat7_plus: -3.102077449065384e-05 - syst_JES_MJB_Stat7_minus: 2.8475190078382265e-05 - syst_JES_MJB_Stat8_plus: -1.0217692988145611e-05 - syst_JES_MJB_Stat8_minus: 7.940809152724928e-06 - syst_JES_MJB_Stat9_plus: 1.4212846301849602e-06 - syst_JES_MJB_Stat9_minus: -8.171325963391743e-07 - syst_JES_MJB_Threshold_plus: 0.0034146186463498377 - syst_JES_MJB_Threshold_minus: -0.003392698336133055 - syst_JES_Pileup_MuOffset_plus: -0.00030023753929180806 - syst_JES_Pileup_MuOffset_minus: 0.00035277557313396856 - syst_JES_Pileup_NPVOffset_plus: 0.00021085924214982844 - syst_JES_Pileup_NPVOffset_minus: -0.00017755451275594205 - syst_JES_Pileup_Pt_term_plus: 0.002707794707875765 - syst_JES_Pileup_Pt_term_minus: -0.0026276087988892105 - syst_JES_Punch_through_plus: 0.00032724901833313416 - syst_JES_Punch_through_minus: -0.00035694750314296917 - syst_JES_SingleParticle_HighPt_plus: 1.018940871689815e-33 - syst_JES_SingleParticle_HighPt_minus: -7.853835018638982e-34 - syst_JES_Zjet_JVF_plus: 0.0002617002197171412 - syst_JES_Zjet_JVF_minus: -0.0002438811288312402 - syst_JES_Zjet_MC_plus: 0.0020209111806311526 - syst_JES_Zjet_MC_minus: -0.0019473720753877518 - syst_JES_Zjet_MuScale_plus: 0.0005562101940813383 - syst_JES_Zjet_MuScale_minus: -0.0004924998730964303 - syst_JES_Zjet_MuSmearID_plus: 3.3142094834213476e-05 - syst_JES_Zjet_MuSmearID_minus: -3.661398912983943e-05 - syst_JES_Zjet_MuSmearMS_plus: 7.330576000560937e-06 - syst_JES_Zjet_MuSmearMS_minus: -4.584880369213574e-06 - syst_JES_Zjet_OOC_plus: 0.00555856640690745 - syst_JES_Zjet_OOC_minus: -0.005443308001574042 - syst_JES_Zjet_Stat1_plus: 2.5618478682388613e-05 - syst_JES_Zjet_Stat1_minus: -2.5554839072081828e-05 - syst_JES_Zjet_Stat10_plus: 8.765295659588442e-05 - syst_JES_Zjet_Stat10_minus: -9.17541759267664e-05 - syst_JES_Zjet_Stat11_plus: 0.0008766709873150817 - syst_JES_Zjet_Stat11_minus: -0.0008505080364111792 - syst_JES_Zjet_Stat2_plus: 0.0004001517274734672 - syst_JES_Zjet_Stat2_minus: -0.00032526911934581187 + syst_JES_MJB_Stat5_minus: -1.42128463e-05 + syst_JES_MJB_Stat6_plus: -3.73281670e-05 + syst_JES_MJB_Stat6_minus: 5.03318607e-05 + syst_JES_MJB_Stat7_plus: -3.10207745e-05 + syst_JES_MJB_Stat7_minus: 2.84751901e-05 + syst_JES_MJB_Stat8_plus: -1.02176930e-05 + syst_JES_MJB_Stat8_minus: 7.94080915e-06 + syst_JES_MJB_Stat9_plus: 1.42128463e-06 + syst_JES_MJB_Stat9_minus: -8.17132596e-07 + syst_JES_MJB_Threshold_plus: 3.41461865e-03 + syst_JES_MJB_Threshold_minus: -3.39269834e-03 + syst_JES_Pileup_MuOffset_plus: -3.00237539e-04 + syst_JES_Pileup_MuOffset_minus: 3.52775573e-04 + syst_JES_Pileup_NPVOffset_plus: 2.10859242e-04 + syst_JES_Pileup_NPVOffset_minus: -1.77554513e-04 + syst_JES_Pileup_Pt_term_plus: 2.70779471e-03 + syst_JES_Pileup_Pt_term_minus: -2.62760880e-03 + syst_JES_Punch_through_plus: 3.27249018e-04 + syst_JES_Punch_through_minus: -3.56947503e-04 + syst_JES_SingleParticle_HighPt_plus: 1.01894087e-33 + syst_JES_SingleParticle_HighPt_minus: -7.85383502e-34 + syst_JES_Zjet_JVF_plus: 2.61700220e-04 + syst_JES_Zjet_JVF_minus: -2.43881129e-04 + syst_JES_Zjet_MC_plus: 2.02091118e-03 + syst_JES_Zjet_MC_minus: -1.94737208e-03 + syst_JES_Zjet_MuScale_plus: 5.56210194e-04 + syst_JES_Zjet_MuScale_minus: -4.92499873e-04 + syst_JES_Zjet_MuSmearID_plus: 3.31420948e-05 + syst_JES_Zjet_MuSmearID_minus: -3.66139891e-05 + syst_JES_Zjet_MuSmearMS_plus: 7.33057600e-06 + syst_JES_Zjet_MuSmearMS_minus: -4.58488037e-06 + syst_JES_Zjet_OOC_plus: 5.55856641e-03 + syst_JES_Zjet_OOC_minus: -5.44330800e-03 + syst_JES_Zjet_Stat1_plus: 2.56184787e-05 + syst_JES_Zjet_Stat1_minus: -2.55548391e-05 + syst_JES_Zjet_Stat10_plus: 8.76529566e-05 + syst_JES_Zjet_Stat10_minus: -9.17541759e-05 + syst_JES_Zjet_Stat11_plus: 8.76670987e-04 + syst_JES_Zjet_Stat11_minus: -8.50508036e-04 + syst_JES_Zjet_Stat2_plus: 4.00151727e-04 + syst_JES_Zjet_Stat2_minus: -3.25269119e-04 syst_JES_Zjet_Stat3_plus: 0.0 - syst_JES_Zjet_Stat3_minus: -6.4070945443313065e-06 - syst_JES_Zjet_Stat4_plus: 0.00023030467863245852 - syst_JES_Zjet_Stat4_minus: -0.0002060509160377599 - syst_JES_Zjet_Stat5_plus: 0.0002800213564176847 - syst_JES_Zjet_Stat5_minus: -0.0002563969188582421 - syst_JES_Zjet_Stat6_plus: 0.0002023739607755899 - syst_JES_Zjet_Stat6_minus: -0.00018420131649909562 - syst_JES_Zjet_Stat7_plus: 0.00023977990950035824 - syst_JES_Zjet_Stat7_minus: -0.00022365787488930495 - syst_JES_Zjet_Stat8_plus: 0.00022754696218583098 - syst_JES_Zjet_Stat8_minus: -0.00020513167722221743 - syst_JES_Zjet_Stat9_plus: 0.00026714494193227765 - syst_JES_Zjet_Stat9_minus: -0.00024897229765578335 - syst_JES_Zjet_Veto_plus: 0.0021927381284594836 - syst_JES_Zjet_Veto_minus: -0.0021326340520586274 - syst_JES_Zjet_dPhi_plus: 0.0002863782463805517 - syst_JES_Zjet_dPhi_minus: -0.00026212448378585315 - syst_Unfolding_bias_plus: 2.27122698117119e-05 - syst_Unfolding_bias_minus: -2.27122698117119e-05 - syst_jetselection_BCH_plus: 0.002877924599429248 - syst_jetselection_BCH_minus: -0.002877924599429248 + syst_JES_Zjet_Stat3_minus: -6.40709454e-06 + syst_JES_Zjet_Stat4_plus: 2.30304679e-04 + syst_JES_Zjet_Stat4_minus: -2.06050916e-04 + syst_JES_Zjet_Stat5_plus: 2.80021356e-04 + syst_JES_Zjet_Stat5_minus: -2.56396919e-04 + syst_JES_Zjet_Stat6_plus: 2.02373961e-04 + syst_JES_Zjet_Stat6_minus: -1.84201316e-04 + syst_JES_Zjet_Stat7_plus: 2.39779910e-04 + syst_JES_Zjet_Stat7_minus: -2.23657875e-04 + syst_JES_Zjet_Stat8_plus: 2.27546962e-04 + syst_JES_Zjet_Stat8_minus: -2.05131677e-04 + syst_JES_Zjet_Stat9_plus: 2.67144942e-04 + syst_JES_Zjet_Stat9_minus: -2.48972298e-04 + syst_JES_Zjet_Veto_plus: 2.19273813e-03 + syst_JES_Zjet_Veto_minus: -2.13263405e-03 + syst_JES_Zjet_dPhi_plus: 2.86378246e-04 + syst_JES_Zjet_dPhi_minus: -2.62124484e-04 + syst_Unfolding_bias_plus: 2.27122698e-05 + syst_Unfolding_bias_minus: -2.27122698e-05 + syst_jetselection_BCH_plus: 2.87792460e-03 + syst_jetselection_BCH_minus: -2.87792460e-03 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.002583061071674458 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0025568981207705556 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.58306107e-03 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.55689812e-03 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0005811003527791047 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0005929797467030387 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.81100353e-04 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.92979747e-04 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0003197536864525568 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.00031437967491553903 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.00931471762857039 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.009504222245928385 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.00472913015257563 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.004681753998236131 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.002932371821580612 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0028835814536787405 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.19753686e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.14379675e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.31471763e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.50422225e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.72913015e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.68175400e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.93237182e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.88358145e-03 luminosity_uncertainty: 0.01246 statistical_uncertainty: 0.004287 -- syst_JAR_plus: 6.434671708797583e-05 - syst_JAR_minus: -6.434671708797583e-05 - syst_JER_DataMC_Difference_plus: 6.908433252192569e-05 - syst_JER_DataMC_Difference_minus: -6.908433252192569e-05 - syst_JER_NP0_plus: 0.0014304770183403855 - syst_JER_NP0_minus: -0.0014304770183403855 - syst_JER_NP1_plus: 0.0009433511567809729 - syst_JER_NP1_minus: -0.0009433511567809729 - syst_JER_NP2_plus: 0.00016949349545041542 - syst_JER_NP2_minus: -0.00016949349545041542 - syst_JER_NP3_plus: 0.00010507606768432097 - syst_JER_NP3_minus: -0.00010507606768432097 - syst_JER_NP4_plus: 0.0001289055662103076 - syst_JER_NP4_minus: -0.0001289055662103076 - syst_JER_NP5_plus: 0.00012459221484506966 - syst_JER_NP5_minus: -0.00012459221484506966 - syst_JER_NP6_plus: 0.00019056527752977454 - syst_JER_NP6_minus: -0.00019056527752977454 - syst_JER_NP7_plus: 9.572811603703479e-05 - syst_JER_NP7_minus: -9.572811603703479e-05 - syst_JER_NP8_plus: 8.343152911220073e-05 - syst_JER_NP8_minus: -8.343152911220073e-05 - syst_JER_NoiseInSitu_plus: 0.00015301790744876888 - syst_JER_NoiseInSitu_minus: -0.00015301790744876888 - syst_JES_EtaIntercalibration_Modelling_plus: 0.002894895162177726 - syst_JES_EtaIntercalibration_Modelling_minus: -0.0028885312011470467 +- syst_JAR_plus: 6.43467171e-05 + syst_JAR_minus: -6.43467171e-05 + syst_JER_DataMC_Difference_plus: 6.90843325e-05 + syst_JER_DataMC_Difference_minus: -6.90843325e-05 + syst_JER_NP0_plus: 1.43047702e-03 + syst_JER_NP0_minus: -1.43047702e-03 + syst_JER_NP1_plus: 9.43351157e-04 + syst_JER_NP1_minus: -9.43351157e-04 + syst_JER_NP2_plus: 1.69493495e-04 + 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- syst_JES_MJB_Stat8_plus: -1.406435387780043e-05 - syst_JES_MJB_Stat8_minus: 1.1681404025201765e-05 - syst_JES_MJB_Stat9_plus: 1.3258252147247765e-06 + syst_JES_Flavour_Comp_plus: 4.32395797e-04 + syst_JES_Flavour_Comp_minus: -4.16556605e-04 + syst_JES_Gjet_Generator_plus: 1.43330545e-03 + syst_JES_Gjet_Generator_minus: -1.42340595e-03 + syst_JES_Gjet_OOC_plus: 3.32481609e-03 + syst_JES_Gjet_OOC_minus: -3.31138106e-03 + syst_JES_Gjet_Purity_plus: 5.72897914e-04 + syst_JES_Gjet_Purity_minus: -5.65402582e-04 + syst_JES_Gjet_Stat1_plus: 4.42436713e-04 + syst_JES_Gjet_Stat1_minus: -4.20799245e-04 + syst_JES_Gjet_Stat10_plus: 6.95722362e-04 + syst_JES_Gjet_Stat10_minus: -6.77691139e-04 + syst_JES_Gjet_Stat11_plus: 1.10662211e-03 + syst_JES_Gjet_Stat11_minus: -1.07621652e-03 + syst_JES_Gjet_Stat12_plus: 2.96702005e-03 + syst_JES_Gjet_Stat12_minus: -2.94015000e-03 + syst_JES_Gjet_Stat13_plus: 8.73347585e-04 + syst_JES_Gjet_Stat13_minus: -8.62033877e-04 + syst_JES_Gjet_Stat2_plus: 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syst_JES_LArESmaterial_minus: -1.24662926e-02 + syst_JES_LArESpresampler_plus: 3.84666089e-03 + syst_JES_LArESpresampler_minus: -3.84666089e-03 + syst_JES_LArEsmear_plus: 9.59190349e-04 + syst_JES_LArEsmear_minus: -9.15349728e-04 + syst_JES_MJB_Alpha_plus: 1.58674762e-04 + syst_JES_MJB_Alpha_minus: -1.47431764e-04 + syst_JES_MJB_Asym_plus: 2.09940003e-03 + syst_JES_MJB_Asym_minus: -2.10505689e-03 + syst_JES_MJB_Beta_plus: 1.11086475e-03 + syst_JES_MJB_Beta_minus: -1.08045916e-03 + syst_JES_MJB_Stat1_plus: 1.46300393e-04 + syst_JES_MJB_Stat1_minus: -1.22965869e-04 + syst_JES_MJB_Stat10_plus: 2.54275599e-07 + syst_JES_MJB_Stat10_minus: -3.75968676e-08 + syst_JES_MJB_Stat2_plus: 5.03389318e-04 + syst_JES_MJB_Stat2_minus: -4.90307842e-04 + syst_JES_MJB_Stat3_plus: 6.80943830e-04 + syst_JES_MJB_Stat3_minus: -6.61356972e-04 + syst_JES_MJB_Stat4_plus: 8.55033520e-05 + syst_JES_MJB_Stat4_minus: -7.77039642e-05 + syst_JES_MJB_Stat5_plus: 1.57684812e-05 + syst_JES_MJB_Stat5_minus: 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syst_JES_SingleParticle_HighPt_minus: -9.164810990958842e-28 - syst_JES_Zjet_JVF_plus: 0.00014820958133670035 - syst_JES_Zjet_JVF_minus: -0.00014057282809988564 - syst_JES_Zjet_MC_plus: 0.0010514677836243962 - syst_JES_Zjet_MC_minus: -0.0010104555903155763 - syst_JES_Zjet_MuScale_plus: 0.0003075207391380295 - syst_JES_Zjet_MuScale_minus: -0.0002674984953228709 - syst_JES_Zjet_MuSmearID_plus: 2.1199061299972695e-05 - syst_JES_Zjet_MuSmearID_minus: -1.9791918805411465e-05 - syst_JES_Zjet_MuSmearMS_plus: 7.540586714573342e-06 - syst_JES_Zjet_MuSmearMS_minus: -2.743998575072516e-06 - syst_JES_Zjet_OOC_plus: 0.003274611503674901 - syst_JES_Zjet_OOC_minus: -0.0032449130188650665 - syst_JES_Zjet_Stat1_plus: 1.673721751068558e-05 - syst_JES_Zjet_Stat1_minus: -1.6807928188804236e-05 - syst_JES_Zjet_Stat10_plus: 5.3577480810504704e-05 - syst_JES_Zjet_Stat10_minus: -5.4885628355699816e-05 - syst_JES_Zjet_Stat11_plus: 0.00041026335444443486 - syst_JES_Zjet_Stat11_minus: -0.0003916664460992286 - syst_JES_Zjet_Stat2_plus: 0.00023589082220383222 - syst_JES_Zjet_Stat2_minus: -0.0001967171065260975 - syst_JES_Zjet_Stat3_plus: 2.503158005400378e-06 - syst_JES_Zjet_Stat3_minus: -3.875652267683466e-06 - syst_JES_Zjet_Stat4_plus: 0.000136400898090885 - syst_JES_Zjet_Stat4_minus: -0.00012353155467328985 - syst_JES_Zjet_Stat5_plus: 0.00016609938290071998 - syst_JES_Zjet_Stat5_minus: -0.00015648273067658296 - syst_JES_Zjet_Stat6_plus: 0.0001228244478921033 - syst_JES_Zjet_Stat6_minus: -0.00011094505396816929 - syst_JES_Zjet_Stat7_plus: 0.00014149206691542815 - syst_JES_Zjet_Stat7_minus: -0.00013583521266593578 - syst_JES_Zjet_Stat8_plus: 0.0001356230806315798 - syst_JES_Zjet_Stat8_minus: -0.00012727922061357857 - syst_JES_Zjet_Stat9_plus: 0.00014813887065858169 - syst_JES_Zjet_Stat9_minus: -0.0001421991736966147 - syst_JES_Zjet_Veto_plus: 0.0012296586924834061 - syst_JES_Zjet_Veto_minus: -0.0011943033534240787 - syst_JES_Zjet_dPhi_plus: 0.00017324116139070414 - syst_JES_Zjet_dPhi_minus: -0.00016150318882300743 - syst_Unfolding_bias_plus: 0.00015026019100214134 - syst_Unfolding_bias_minus: -0.00015026019100214134 - syst_jetselection_BCH_plus: 0.0017493821766555184 - syst_jetselection_BCH_minus: -0.0017493821766555184 + syst_JES_MJB_Threshold_plus: 2.08384368e-03 + syst_JES_MJB_Threshold_minus: -2.07747972e-03 + syst_JES_Pileup_MuOffset_plus: -1.45593286e-04 + syst_JES_Pileup_MuOffset_minus: 1.72746187e-04 + syst_JES_Pileup_NPVOffset_plus: 1.33077496e-04 + syst_JES_Pileup_NPVOffset_minus: -1.02389062e-04 + syst_JES_Pileup_Pt_term_plus: 1.44249783e-03 + syst_JES_Pileup_Pt_term_minus: -1.39653589e-03 + syst_JES_Punch_through_plus: 2.39355645e-04 + syst_JES_Punch_through_minus: -2.40840570e-04 + syst_JES_SingleParticle_HighPt_plus: 1.18935361e-27 + syst_JES_SingleParticle_HighPt_minus: -9.16481099e-28 + syst_JES_Zjet_JVF_plus: 1.48209581e-04 + syst_JES_Zjet_JVF_minus: -1.40572828e-04 + syst_JES_Zjet_MC_plus: 1.05146778e-03 + syst_JES_Zjet_MC_minus: -1.01045559e-03 + syst_JES_Zjet_MuScale_plus: 3.07520739e-04 + syst_JES_Zjet_MuScale_minus: -2.67498495e-04 + syst_JES_Zjet_MuSmearID_plus: 2.11990613e-05 + syst_JES_Zjet_MuSmearID_minus: -1.97919188e-05 + syst_JES_Zjet_MuSmearMS_plus: 7.54058671e-06 + syst_JES_Zjet_MuSmearMS_minus: -2.74399858e-06 + syst_JES_Zjet_OOC_plus: 3.27461150e-03 + syst_JES_Zjet_OOC_minus: -3.24491302e-03 + syst_JES_Zjet_Stat1_plus: 1.67372175e-05 + syst_JES_Zjet_Stat1_minus: -1.68079282e-05 + syst_JES_Zjet_Stat10_plus: 5.35774808e-05 + syst_JES_Zjet_Stat10_minus: -5.48856284e-05 + syst_JES_Zjet_Stat11_plus: 4.10263354e-04 + syst_JES_Zjet_Stat11_minus: -3.91666446e-04 + syst_JES_Zjet_Stat2_plus: 2.35890822e-04 + syst_JES_Zjet_Stat2_minus: -1.96717107e-04 + syst_JES_Zjet_Stat3_plus: 2.50315801e-06 + syst_JES_Zjet_Stat3_minus: -3.87565227e-06 + syst_JES_Zjet_Stat4_plus: 1.36400898e-04 + syst_JES_Zjet_Stat4_minus: -1.23531555e-04 + syst_JES_Zjet_Stat5_plus: 1.66099383e-04 + syst_JES_Zjet_Stat5_minus: -1.56482731e-04 + syst_JES_Zjet_Stat6_plus: 1.22824448e-04 + syst_JES_Zjet_Stat6_minus: -1.10945054e-04 + syst_JES_Zjet_Stat7_plus: 1.41492067e-04 + syst_JES_Zjet_Stat7_minus: -1.35835213e-04 + syst_JES_Zjet_Stat8_plus: 1.35623081e-04 + syst_JES_Zjet_Stat8_minus: -1.27279221e-04 + syst_JES_Zjet_Stat9_plus: 1.48138871e-04 + syst_JES_Zjet_Stat9_minus: -1.42199174e-04 + syst_JES_Zjet_Veto_plus: 1.22965869e-03 + syst_JES_Zjet_Veto_minus: -1.19430335e-03 + syst_JES_Zjet_dPhi_plus: 1.73241161e-04 + syst_JES_Zjet_dPhi_minus: -1.61503189e-04 + syst_Unfolding_bias_plus: 1.50260191e-04 + syst_Unfolding_bias_minus: -1.50260191e-04 + syst_jetselection_BCH_plus: 1.74938218e-03 + syst_jetselection_BCH_minus: -1.74938218e-03 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.001398657213186991 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.001393707465718685 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.39865721e-03 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.39370747e-03 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.00034011836175072935 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.00034216897141617033 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.40118362e-04 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.42168971e-04 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.00019565644635431768 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.00019367654736699534 - 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syst_JES_Zjet_MuScale_minus: -5.30117954e-05 + syst_JES_Zjet_MuSmearID_plus: 6.14405082e-06 + syst_JES_Zjet_MuSmearID_minus: -4.14647416e-06 + syst_JES_Zjet_MuSmearMS_plus: 3.16076731e-06 + syst_JES_Zjet_MuSmearMS_minus: -2.23445743e-06 + syst_JES_Zjet_OOC_plus: 6.36749656e-04 + syst_JES_Zjet_OOC_minus: -6.38729555e-04 + syst_JES_Zjet_Stat1_plus: 5.15339422e-06 + syst_JES_Zjet_Stat1_minus: -6.35194022e-06 + syst_JES_Zjet_Stat10_plus: 6.65882456e-06 + syst_JES_Zjet_Stat10_minus: -8.74478956e-06 + syst_JES_Zjet_Stat11_plus: 4.33951432e-05 + syst_JES_Zjet_Stat11_minus: -4.45547983e-05 + syst_JES_Zjet_Stat2_plus: 4.47457171e-05 + syst_JES_Zjet_Stat2_minus: -4.64286313e-05 + syst_JES_Zjet_Stat3_plus: 4.82883221e-06 + syst_JES_Zjet_Stat3_minus: -3.25834805e-06 + syst_JES_Zjet_Stat4_plus: 2.44446814e-05 + syst_JES_Zjet_Stat4_minus: -2.50457222e-05 + syst_JES_Zjet_Stat5_plus: 3.17985919e-05 + syst_JES_Zjet_Stat5_minus: -3.40118362e-05 + syst_JES_Zjet_Stat6_plus: 2.11919902e-05 + syst_JES_Zjet_Stat6_minus: -2.36032244e-05 + syst_JES_Zjet_Stat7_plus: 2.66508546e-05 + syst_JES_Zjet_Stat7_minus: -2.79201113e-05 + syst_JES_Zjet_Stat8_plus: 2.64599358e-05 + syst_JES_Zjet_Stat8_minus: -2.76683812e-05 + syst_JES_Zjet_Stat9_plus: 2.61488088e-05 + syst_JES_Zjet_Stat9_minus: -2.74095802e-05 + syst_JES_Zjet_Veto_plus: 2.10717821e-04 + syst_JES_Zjet_Veto_minus: -2.18425285e-04 + syst_JES_Zjet_dPhi_plus: 3.31633080e-05 + syst_JES_Zjet_dPhi_minus: -3.54119076e-05 + syst_Unfolding_bias_plus: 5.11238203e-08 + syst_Unfolding_bias_minus: -5.11238203e-08 + syst_jetselection_BCH_plus: 3.49310750e-04 + syst_jetselection_BCH_minus: -3.49310750e-04 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.00023044609998869583 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0002286076223576108 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.30446100e-04 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.28607622e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.774790070548311e-05 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.76064793492458e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.77479007e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.76064793e-05 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.154101328068745e-05 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.195820628158751e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0009183195767269693 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0009163396777396469 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.00046138717472422224 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0004576395087839335 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0005074198261794665 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0005115210455103484 - luminosity_uncertainty: 0.0014111 - statistical_uncertainty: 0.00031568 -- syst_JAR_plus: 7.0710678118654756e-06 - syst_JAR_minus: -7.0710678118654756e-06 - syst_JER_DataMC_Difference_plus: 7.633924809689965e-06 - syst_JER_DataMC_Difference_minus: -7.633924809689965e-06 - syst_JER_NP0_plus: 0.00018964603871423204 - syst_JER_NP0_minus: -0.00018964603871423204 - syst_JER_NP1_plus: 0.00014856313472729363 - syst_JER_NP1_minus: -0.00014856313472729363 - 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syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.19582063e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.18319577e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.16339678e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.61387175e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.57639509e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.07419826e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.11521046e-04 + luminosity_uncertainty: 1.41110000e-03 + statistical_uncertainty: 3.15680000e-04 +- syst_JAR_plus: 7.07106781e-06 + syst_JAR_minus: -7.07106781e-06 + syst_JER_DataMC_Difference_plus: 7.63392481e-06 + syst_JER_DataMC_Difference_minus: -7.63392481e-06 + syst_JER_NP0_plus: 1.89646039e-04 + syst_JER_NP0_minus: -1.89646039e-04 + syst_JER_NP1_plus: 1.48563135e-04 + syst_JER_NP1_minus: -1.48563135e-04 + syst_JER_NP2_plus: 4.45689404e-05 + syst_JER_NP2_minus: -4.45689404e-05 + syst_JER_NP3_plus: 1.16248355e-05 + syst_JER_NP3_minus: -1.16248355e-05 + syst_JER_NP4_plus: 2.02020407e-05 + syst_JER_NP4_minus: -2.02020407e-05 + syst_JER_NP5_plus: 2.16233254e-05 + syst_JER_NP5_minus: -2.16233254e-05 + syst_JER_NP6_plus: 2.71635070e-05 + syst_JER_NP6_minus: -2.71635070e-05 + syst_JER_NP7_plus: 1.07197388e-05 + syst_JER_NP7_minus: -1.07197388e-05 + syst_JER_NP8_plus: 9.08632214e-06 + syst_JER_NP8_minus: -9.08632214e-06 + syst_JER_NoiseInSitu_plus: 1.70200602e-05 + syst_JER_NoiseInSitu_minus: -1.70200602e-05 + syst_JES_EtaIntercalibration_Modelling_plus: 3.38279884e-04 + syst_JES_EtaIntercalibration_Modelling_minus: -3.35380746e-04 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 - 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- syst_Unfolding_bias_minus: -2.0039406178826755e-06 - syst_jetselection_BCH_plus: 0.0002067580228189465 - syst_jetselection_BCH_minus: -0.0002067580228189465 + syst_JES_Flavour_Comp_plus: 4.07717770e-05 + syst_JES_Flavour_Comp_minus: -4.23556962e-05 + syst_JES_Gjet_Generator_plus: 1.72463344e-04 + syst_JES_Gjet_Generator_minus: -1.71331973e-04 + syst_JES_Gjet_OOC_plus: 4.29072395e-04 + syst_JES_Gjet_OOC_minus: -4.21294220e-04 + syst_JES_Gjet_Purity_plus: 6.44457120e-05 + syst_JES_Gjet_Purity_minus: -6.48416918e-05 + syst_JES_Gjet_Stat1_plus: 4.91227081e-05 + syst_JES_Gjet_Stat1_minus: -5.08975461e-05 + syst_JES_Gjet_Stat10_plus: 7.11773686e-05 + syst_JES_Gjet_Stat10_minus: -7.26198664e-05 + syst_JES_Gjet_Stat11_plus: 1.26784246e-04 + syst_JES_Gjet_Stat11_minus: -1.27986327e-04 + syst_JES_Gjet_Stat12_plus: 3.31279527e-04 + syst_JES_Gjet_Stat12_minus: -3.27390440e-04 + syst_JES_Gjet_Stat13_plus: 3.56735371e-04 + syst_JES_Gjet_Stat13_minus: -3.53341259e-04 + syst_JES_Gjet_Stat2_plus: 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syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.00012508718959190025 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.00012275373721398462 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.25087190e-04 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.22753737e-04 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.8678740930904146e-05 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.920199994898219e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.86787409e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.92019999e-05 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - 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syst_jetselection_BCH_minus: -1.24733636e-04 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.813680943513573e-05 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.590235200658623e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.81368094e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.59023520e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.2047589437396554e-05 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.2733483015147502e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.20475894e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 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-4.680339784673757e-06 - syst_jetselection_BCH_plus: 7.187740430761255e-05 - syst_jetselection_BCH_minus: -7.187740430761255e-05 + syst_JES_Zjet_Stat11_plus: 5.40300292e-06 + syst_JES_Zjet_Stat11_minus: -5.01904393e-06 + syst_JES_Zjet_Stat2_plus: 9.40098466e-06 + syst_JES_Zjet_Stat2_minus: -8.91732362e-06 + syst_JES_Zjet_Stat3_plus: 1.73170451e-06 + syst_JES_Zjet_Stat3_minus: -1.40148564e-06 + syst_JES_Zjet_Stat4_plus: 5.77352687e-06 + syst_JES_Zjet_Stat4_minus: -5.15692976e-06 + syst_JES_Zjet_Stat5_plus: 7.85029948e-06 + syst_JES_Zjet_Stat5_minus: -7.01591348e-06 + syst_JES_Zjet_Stat6_plus: 4.14788838e-06 + syst_JES_Zjet_Stat6_minus: -3.82049794e-06 + syst_JES_Zjet_Stat7_plus: 5.87959289e-06 + syst_JES_Zjet_Stat7_minus: -5.31744299e-06 + syst_JES_Zjet_Stat8_plus: 5.81312485e-06 + syst_JES_Zjet_Stat8_minus: -5.27360237e-06 + syst_JES_Zjet_Stat9_plus: 5.37754707e-06 + syst_JES_Zjet_Stat9_minus: -4.81044743e-06 + syst_JES_Zjet_Veto_plus: 3.87706648e-05 + syst_JES_Zjet_Veto_minus: -3.70594664e-05 + syst_JES_Zjet_dPhi_plus: 6.14758636e-06 + syst_JES_Zjet_dPhi_minus: -5.63776237e-06 + syst_Unfolding_bias_plus: 4.68033978e-06 + syst_Unfolding_bias_minus: -4.68033978e-06 + syst_jetselection_BCH_plus: 7.18774043e-05 + syst_jetselection_BCH_minus: -7.18774043e-05 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.63947860276716e-05 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.4909861787179854e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.63947860e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.49098618e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.2282444789210331e-05 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.279863273947651e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.22824448e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.27986327e-05 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.4410836200581838e-05 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.3915861453751255e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0001504723230364973 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.00015683628406717624 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.869391367825087e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.549071995947581e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.00015110871913956518 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0001459468396369034 - luminosity_uncertainty: 0.0002532 - statistical_uncertainty: 0.0001008 -- syst_JAR_plus: 1.223294731452727e-06 - syst_JAR_minus: -1.223294731452727e-06 - syst_JER_DataMC_Difference_plus: 1.3208754672564708e-06 - syst_JER_DataMC_Difference_minus: -1.3208754672564708e-06 - syst_JER_NP0_plus: 4.335271675454722e-05 - syst_JER_NP0_minus: -4.335271675454722e-05 - syst_JER_NP1_plus: 4.0262660120762016e-05 - syst_JER_NP1_minus: -4.0262660120762016e-05 - syst_JER_NP2_plus: 1.75928167159213e-05 - syst_JER_NP2_minus: -1.75928167159213e-05 - syst_JER_NP3_plus: 2.397091988222396e-06 - syst_JER_NP3_minus: -2.397091988222396e-06 - syst_JER_NP4_plus: 4.012830983233657e-06 - syst_JER_NP4_minus: -4.012830983233657e-06 - syst_JER_NP5_plus: 6.19142697606941e-06 - syst_JER_NP5_minus: -6.19142697606941e-06 - syst_JER_NP6_plus: 5.690795374989334e-06 - syst_JER_NP6_minus: -5.690795374989334e-06 - 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syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.45946840e-04 + luminosity_uncertainty: 2.53200000e-04 + statistical_uncertainty: 1.00800000e-04 +- syst_JAR_plus: 1.22329473e-06 + syst_JAR_minus: -1.22329473e-06 + syst_JER_DataMC_Difference_plus: 1.32087547e-06 + syst_JER_DataMC_Difference_minus: -1.32087547e-06 + syst_JER_NP0_plus: 4.33527168e-05 + syst_JER_NP0_minus: -4.33527168e-05 + syst_JER_NP1_plus: 4.02626601e-05 + syst_JER_NP1_minus: -4.02626601e-05 + syst_JER_NP2_plus: 1.75928167e-05 + syst_JER_NP2_minus: -1.75928167e-05 + syst_JER_NP3_plus: 2.39709199e-06 + syst_JER_NP3_minus: -2.39709199e-06 + syst_JER_NP4_plus: 4.01283098e-06 + syst_JER_NP4_minus: -4.01283098e-06 + syst_JER_NP5_plus: 6.19142698e-06 + syst_JER_NP5_minus: -6.19142698e-06 + syst_JER_NP6_plus: 5.69079537e-06 + syst_JER_NP6_minus: -5.69079537e-06 + syst_JER_NP7_plus: 2.84822611e-06 + syst_JER_NP7_minus: -2.84822611e-06 + syst_JER_NP8_plus: 1.75716035e-06 + syst_JER_NP8_minus: -1.75716035e-06 + 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syst_JES_EtaIntercalibration_Stat119_minus: 0.0 - syst_JES_EtaIntercalibration_Stat12_plus: -3.89545125755669e-23 - syst_JES_EtaIntercalibration_Stat12_minus: 7.179962256168203e-24 - syst_JES_EtaIntercalibration_Stat120_plus: 5.530282135659987e-07 - syst_JES_EtaIntercalibration_Stat120_minus: -4.118189893630453e-07 - syst_JES_EtaIntercalibration_Stat121_plus: 5.171778997598408e-07 - syst_JES_EtaIntercalibration_Stat121_minus: -6.001215251930229e-07 - syst_JES_EtaIntercalibration_Stat122_plus: 6.747212906082037e-08 - syst_JES_EtaIntercalibration_Stat122_minus: -4.125260961442318e-08 - syst_JES_EtaIntercalibration_Stat123_plus: 1.0040916292848974e-19 + syst_JES_EtaIntercalibration_Stat12_plus: -3.89545126e-23 + syst_JES_EtaIntercalibration_Stat12_minus: 7.17996226e-24 + syst_JES_EtaIntercalibration_Stat120_plus: 5.53028214e-07 + syst_JES_EtaIntercalibration_Stat120_minus: -4.11818989e-07 + syst_JES_EtaIntercalibration_Stat121_plus: 5.17177900e-07 + 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-1.3300678554118958e-06 - syst_JES_Pileup_MuOffset_minus: 9.47664508146211e-07 - syst_JES_Pileup_NPVOffset_plus: 3.9385847712090695e-06 - syst_JES_Pileup_NPVOffset_minus: -2.907623084239083e-06 - syst_JES_Pileup_Pt_term_plus: 2.0392959569420027e-05 - syst_JES_Pileup_Pt_term_minus: -1.8222141751177327e-05 - syst_JES_Punch_through_plus: 1.4050211742176699e-05 - syst_JES_Punch_through_minus: -1.2289515857022194e-05 - syst_JES_SingleParticle_HighPt_plus: 8.191124953264966e-11 - syst_JES_SingleParticle_HighPt_minus: -6.528009803914206e-11 - syst_JES_Zjet_JVF_plus: 2.6438722548565012e-06 - syst_JES_Zjet_JVF_minus: -2.419012298439179e-06 - syst_JES_Zjet_MC_plus: 1.310975972319859e-05 - syst_JES_Zjet_MC_minus: -1.2360226535140849e-05 - syst_JES_Zjet_MuScale_plus: 6.436085922359956e-06 - syst_JES_Zjet_MuScale_minus: -6.023842668928197e-06 - syst_JES_Zjet_MuSmearID_plus: 1.6291740238538053e-06 - syst_JES_Zjet_MuSmearID_minus: -1.2034957415795038e-06 - syst_JES_Zjet_MuSmearMS_plus: 7.793730942238126e-07 - syst_JES_Zjet_MuSmearMS_minus: -6.953688086188508e-07 - syst_JES_Zjet_OOC_plus: 6.581042812503198e-05 - syst_JES_Zjet_OOC_minus: -6.330019905181973e-05 - syst_JES_Zjet_Stat1_plus: 2.5102290732122436e-06 - syst_JES_Zjet_Stat1_minus: -2.2988041456374656e-06 - syst_JES_Zjet_Stat10_plus: 2.8496403281817868e-06 - syst_JES_Zjet_Stat10_minus: -1.5040161235837866e-06 - syst_JES_Zjet_Stat11_plus: 2.6325585463575163e-06 - syst_JES_Zjet_Stat11_minus: -2.4055772695966347e-06 - syst_JES_Zjet_Stat2_plus: 5.36199072173759e-06 - syst_JES_Zjet_Stat2_minus: -5.052985058359068e-06 - syst_JES_Zjet_Stat3_plus: 1.2211734111091674e-06 - syst_JES_Zjet_Stat3_minus: -9.616652224137045e-07 - syst_JES_Zjet_Stat4_plus: 3.469065868501202e-06 - syst_JES_Zjet_Stat4_minus: -3.171373913621666e-06 - syst_JES_Zjet_Stat5_plus: 4.5000275554711886e-06 - syst_JES_Zjet_Stat5_minus: -4.1655660479699516e-06 - syst_JES_Zjet_Stat6_plus: 2.3334523779156067e-06 - syst_JES_Zjet_Stat6_minus: -2.0576807332528534e-06 - syst_JES_Zjet_Stat7_plus: 3.3835059479776297e-06 - syst_JES_Zjet_Stat7_minus: -3.131068827094032e-06 - syst_JES_Zjet_Stat8_plus: 3.3212805512332137e-06 - syst_JES_Zjet_Stat8_minus: -3.0872282066604666e-06 - syst_JES_Zjet_Stat9_plus: 2.9995469657933347e-06 - syst_JES_Zjet_Stat9_minus: -2.716774963996834e-06 - syst_JES_Zjet_Veto_plus: 2.1757675657110066e-05 - syst_JES_Zjet_Veto_minus: -2.059802053596413e-05 - syst_JES_Zjet_dPhi_plus: 3.1862231560265827e-06 - syst_JES_Zjet_dPhi_minus: -2.875096172304502e-06 - syst_Unfolding_bias_plus: 2.4416397154371484e-06 - syst_Unfolding_bias_minus: -2.4416397154371484e-06 - syst_jetselection_BCH_plus: 3.8947441507755037e-05 - syst_jetselection_BCH_minus: -3.8947441507755037e-05 + syst_JES_Flavour_Comp_plus: 5.98565890e-06 + syst_JES_Flavour_Comp_minus: -5.72190807e-06 + syst_JES_Gjet_Generator_plus: 3.21521453e-05 + syst_JES_Gjet_Generator_minus: -3.09571349e-05 + syst_JES_Gjet_OOC_plus: 8.25900720e-05 + syst_JES_Gjet_OOC_minus: -7.93161676e-05 + syst_JES_Gjet_Purity_plus: 1.25582164e-05 + syst_JES_Gjet_Purity_minus: -1.16672619e-05 + syst_JES_Gjet_Stat1_plus: 1.00119249e-05 + syst_JES_Gjet_Stat1_minus: -9.57564003e-06 + syst_JES_Gjet_Stat10_plus: 1.40148564e-05 + syst_JES_Gjet_Stat10_minus: -1.32087547e-05 + syst_JES_Gjet_Stat11_plus: 2.61417377e-05 + syst_JES_Gjet_Stat11_minus: -2.49608694e-05 + syst_JES_Gjet_Stat12_plus: 4.69801745e-05 + syst_JES_Gjet_Stat12_minus: -4.50144177e-05 + syst_JES_Gjet_Stat13_plus: 8.87701853e-05 + syst_JES_Gjet_Stat13_minus: -8.55811337e-05 + syst_JES_Gjet_Stat2_plus: 3.78584971e-06 + syst_JES_Gjet_Stat2_minus: -3.44502424e-06 + syst_JES_Gjet_Stat3_plus: 4.43497373e-06 + syst_JES_Gjet_Stat3_minus: -4.13657467e-06 + syst_JES_Gjet_Stat4_plus: 2.26557013e-06 + syst_JES_Gjet_Stat4_minus: -1.82645682e-06 + syst_JES_Gjet_Stat5_plus: 2.53002806e-06 + syst_JES_Gjet_Stat5_minus: -2.29173308e-06 + syst_JES_Gjet_Stat6_plus: 2.67498495e-06 + syst_JES_Gjet_Stat6_minus: -2.40981991e-06 + syst_JES_Gjet_Stat7_plus: 2.04424570e-06 + syst_JES_Gjet_Stat7_minus: -1.72039080e-06 + syst_JES_Gjet_Stat8_plus: 4.80832611e-06 + syst_JES_Gjet_Stat8_minus: -4.57922351e-06 + syst_JES_Gjet_Stat9_plus: 1.00197031e-05 + syst_JES_Gjet_Stat9_minus: -9.51907149e-06 + syst_JES_Gjet_Veto_plus: 4.77650631e-06 + syst_JES_Gjet_Veto_minus: -4.55235346e-06 + syst_JES_Gjet_dPhi_plus: 1.66806490e-05 + syst_JES_Gjet_dPhi_minus: -1.57401969e-05 + syst_JES_LArESZee_plus: 2.19698077e-04 + syst_JES_LArESZee_minus: -2.07677262e-04 + syst_JES_LArESmaterial_plus: 3.02005306e-04 + syst_JES_LArESmaterial_minus: -2.80799174e-04 + syst_JES_LArESpresampler_plus: 5.43411561e-05 + syst_JES_LArESpresampler_minus: -5.24956074e-05 + syst_JES_LArEsmear_plus: 1.40502117e-05 + syst_JES_LArEsmear_minus: -1.33784603e-05 + syst_JES_MJB_Alpha_plus: 2.16374675e-06 + syst_JES_MJB_Alpha_minus: -1.83352788e-06 + syst_JES_MJB_Asym_plus: 6.26072344e-05 + syst_JES_MJB_Asym_minus: -6.03374216e-05 + syst_JES_MJB_Beta_plus: 2.45083210e-05 + syst_JES_MJB_Beta_minus: -2.31506760e-05 + syst_JES_MJB_Stat1_plus: 4.08778430e-07 + syst_JES_MJB_Stat1_minus: -3.48674354e-07 + syst_JES_MJB_Stat10_plus: -1.62705270e-06 + syst_JES_MJB_Stat10_minus: 2.01525433e-06 + syst_JES_MJB_Stat2_plus: 2.68347023e-06 + syst_JES_MJB_Stat2_minus: -2.37163614e-06 + syst_JES_MJB_Stat3_plus: 7.20612521e-06 + syst_JES_MJB_Stat3_minus: -6.90843325e-06 + syst_JES_MJB_Stat4_plus: 2.20193052e-06 + syst_JES_MJB_Stat4_minus: -1.84059895e-06 + syst_JES_MJB_Stat5_plus: 4.23344830e-06 + syst_JES_MJB_Stat5_minus: -3.95626244e-06 + syst_JES_MJB_Stat6_plus: 1.03166879e-05 + syst_JES_MJB_Stat6_minus: -9.92141525e-06 + syst_JES_MJB_Stat7_plus: 1.29895516e-05 + syst_JES_MJB_Stat7_minus: -1.21268813e-05 + syst_JES_MJB_Stat8_plus: 1.00147533e-05 + syst_JES_MJB_Stat8_minus: -9.11672773e-06 + syst_JES_MJB_Stat9_plus: 1.89787460e-06 + syst_JES_MJB_Stat9_minus: -1.36542319e-06 + syst_JES_MJB_Threshold_plus: 3.75473701e-05 + syst_JES_MJB_Threshold_minus: -3.61755829e-05 + syst_JES_Pileup_MuOffset_plus: -1.33006786e-06 + syst_JES_Pileup_MuOffset_minus: 9.47664508e-07 + syst_JES_Pileup_NPVOffset_plus: 3.93858477e-06 + syst_JES_Pileup_NPVOffset_minus: -2.90762308e-06 + syst_JES_Pileup_Pt_term_plus: 2.03929596e-05 + syst_JES_Pileup_Pt_term_minus: -1.82221418e-05 + syst_JES_Punch_through_plus: 1.40502117e-05 + syst_JES_Punch_through_minus: -1.22895159e-05 + syst_JES_SingleParticle_HighPt_plus: 8.19112495e-11 + syst_JES_SingleParticle_HighPt_minus: -6.52800980e-11 + syst_JES_Zjet_JVF_plus: 2.64387225e-06 + syst_JES_Zjet_JVF_minus: -2.41901230e-06 + syst_JES_Zjet_MC_plus: 1.31097597e-05 + syst_JES_Zjet_MC_minus: -1.23602265e-05 + syst_JES_Zjet_MuScale_plus: 6.43608592e-06 + syst_JES_Zjet_MuScale_minus: -6.02384267e-06 + syst_JES_Zjet_MuSmearID_plus: 1.62917402e-06 + syst_JES_Zjet_MuSmearID_minus: -1.20349574e-06 + syst_JES_Zjet_MuSmearMS_plus: 7.79373094e-07 + syst_JES_Zjet_MuSmearMS_minus: -6.95368809e-07 + syst_JES_Zjet_OOC_plus: 6.58104281e-05 + syst_JES_Zjet_OOC_minus: -6.33001991e-05 + syst_JES_Zjet_Stat1_plus: 2.51022907e-06 + syst_JES_Zjet_Stat1_minus: -2.29880415e-06 + syst_JES_Zjet_Stat10_plus: 2.84964033e-06 + syst_JES_Zjet_Stat10_minus: -1.50401612e-06 + syst_JES_Zjet_Stat11_plus: 2.63255855e-06 + syst_JES_Zjet_Stat11_minus: -2.40557727e-06 + syst_JES_Zjet_Stat2_plus: 5.36199072e-06 + syst_JES_Zjet_Stat2_minus: -5.05298506e-06 + syst_JES_Zjet_Stat3_plus: 1.22117341e-06 + syst_JES_Zjet_Stat3_minus: -9.61665222e-07 + syst_JES_Zjet_Stat4_plus: 3.46906587e-06 + syst_JES_Zjet_Stat4_minus: -3.17137391e-06 + syst_JES_Zjet_Stat5_plus: 4.50002756e-06 + syst_JES_Zjet_Stat5_minus: -4.16556605e-06 + syst_JES_Zjet_Stat6_plus: 2.33345238e-06 + syst_JES_Zjet_Stat6_minus: -2.05768073e-06 + syst_JES_Zjet_Stat7_plus: 3.38350595e-06 + syst_JES_Zjet_Stat7_minus: -3.13106883e-06 + syst_JES_Zjet_Stat8_plus: 3.32128055e-06 + syst_JES_Zjet_Stat8_minus: -3.08722821e-06 + syst_JES_Zjet_Stat9_plus: 2.99954697e-06 + syst_JES_Zjet_Stat9_minus: -2.71677496e-06 + syst_JES_Zjet_Veto_plus: 2.17576757e-05 + syst_JES_Zjet_Veto_minus: -2.05980205e-05 + syst_JES_Zjet_dPhi_plus: 3.18622316e-06 + syst_JES_Zjet_dPhi_minus: -2.87509617e-06 + syst_Unfolding_bias_plus: 2.44163972e-06 + syst_Unfolding_bias_minus: -2.44163972e-06 + syst_jetselection_BCH_plus: 3.89474415e-05 + syst_jetselection_BCH_minus: -3.89474415e-05 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.9084812024224915e-05 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.8314065632731578e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.90848120e-05 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.83140656e-05 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.7019580720860966e-06 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.996114493059701e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.70195807e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.99611449e-06 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 8.827521056332858e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -8.502251936987048e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -7.966264996847643e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 8.316282853534984e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.2454691142440314e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.0736421664157e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 9.479473508586856e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -9.130162758680701e-05 - luminosity_uncertainty: 0.00013846 - statistical_uncertainty: 7.071e-05 -- syst_JAR_plus: 6.500432639447931e-07 - syst_JAR_minus: -6.500432639447931e-07 - syst_JER_DataMC_Difference_plus: 7.018034803276484e-07 - syst_JER_DataMC_Difference_minus: -7.018034803276484e-07 - syst_JER_NP0_plus: 2.4784092680588486e-05 - syst_JER_NP0_minus: -2.4784092680588486e-05 - syst_JER_NP1_plus: 2.3864853865045978e-05 - syst_JER_NP1_minus: -2.3864853865045978e-05 - syst_JER_NP2_plus: 1.1151073939311854e-05 - syst_JER_NP2_minus: -1.1151073939311854e-05 - syst_JER_NP3_plus: 1.7210979054080565e-06 - syst_JER_NP3_minus: -1.7210979054080565e-06 - syst_JER_NP4_plus: 2.61134534292192e-06 - syst_JER_NP4_minus: -2.61134534292192e-06 - syst_JER_NP5_plus: 3.785142599691589e-06 - syst_JER_NP5_minus: -3.785142599691589e-06 - syst_JER_NP6_plus: 3.7087750673234415e-06 - syst_JER_NP6_minus: -3.7087750673234415e-06 - syst_JER_NP7_plus: 1.8603979413018064e-06 - syst_JER_NP7_minus: -1.8603979413018064e-06 - syst_JER_NP8_plus: 1.1483414126469531e-06 - syst_JER_NP8_minus: -1.1483414126469531e-06 - syst_JER_NoiseInSitu_plus: 5.51543289325507e-06 - syst_JER_NoiseInSitu_minus: -5.51543289325507e-06 - syst_JES_EtaIntercalibration_Modelling_plus: 3.593516661990034e-05 - syst_JES_EtaIntercalibration_Modelling_minus: -3.4718942956259484e-05 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 8.82752106e-06 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -8.50225194e-06 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -7.96626500e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 8.31628285e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 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syst_JES_Zjet_dPhi_minus: -6.65741034e-07 + syst_Unfolding_bias_plus: 6.33496965e-07 + syst_Unfolding_bias_minus: -6.33496965e-07 + syst_jetselection_BCH_plus: 1.05853885e-05 + syst_jetselection_BCH_minus: -1.05853885e-05 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.793476869663605e-06 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.680339784673757e-06 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.79347687e-06 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.68033978e-06 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.8434273785533294e-06 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.8837324650809624e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.84342738e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.88373247e-06 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.8058704184263394e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.739755934385397e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.0697015485330244e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.1149563825289636e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.1334921702420357e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.1073292193381333e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.173495233965225e-05 - 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syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.09924902e-05 + luminosity_uncertainty: 3.79940000e-05 + statistical_uncertainty: 3.35710000e-05 +- syst_JAR_plus: 1.71331973e-07 + syst_JAR_minus: -1.71331973e-07 + syst_JER_DataMC_Difference_plus: 1.84979134e-07 + syst_JER_DataMC_Difference_minus: -1.84979134e-07 + syst_JER_NP0_plus: 7.13187900e-06 + syst_JER_NP0_minus: -7.13187900e-06 + syst_JER_NP1_plus: 7.29309934e-06 + syst_JER_NP1_minus: -7.29309934e-06 + syst_JER_NP2_plus: 3.44643845e-06 + syst_JER_NP2_minus: -3.44643845e-06 + syst_JER_NP3_plus: 8.71438397e-07 + syst_JER_NP3_minus: -8.71438397e-07 + syst_JER_NP4_plus: 1.13490638e-06 + syst_JER_NP4_minus: -1.13490638e-06 + syst_JER_NP5_plus: 1.36400898e-06 + syst_JER_NP5_minus: -1.36400898e-06 + syst_JER_NP6_plus: 1.26006428e-06 + syst_JER_NP6_minus: -1.26006428e-06 + syst_JER_NP7_plus: 6.13273711e-07 + syst_JER_NP7_minus: -6.13273711e-07 + syst_JER_NP8_plus: 5.03460028e-07 + syst_JER_NP8_minus: -5.03460028e-07 + 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syst_JES_MJB_Stat4_plus: 1.34208867e-07 + syst_JES_MJB_Stat4_minus: -1.38168665e-07 + syst_JES_MJB_Stat5_plus: 4.03192287e-07 + syst_JES_MJB_Stat5_minus: -3.81696240e-07 + syst_JES_MJB_Stat6_plus: 1.25157900e-06 + syst_JES_MJB_Stat6_minus: -1.30956176e-06 + syst_JES_MJB_Stat7_plus: 2.36668640e-06 + syst_JES_MJB_Stat7_minus: -2.52507832e-06 + syst_JES_MJB_Stat8_plus: 3.27814704e-06 + syst_JES_MJB_Stat8_minus: -3.39623387e-06 + syst_JES_MJB_Stat9_plus: 2.93802868e-06 + syst_JES_MJB_Stat9_minus: -3.07167186e-06 + syst_JES_MJB_Threshold_plus: 5.47866334e-06 + syst_JES_MJB_Threshold_minus: -5.52745371e-06 + syst_JES_Pileup_MuOffset_plus: -1.18228254e-07 + syst_JES_Pileup_MuOffset_minus: 5.27996634e-08 + syst_JES_Pileup_NPVOffset_plus: 5.13076680e-07 + syst_JES_Pileup_NPVOffset_minus: -4.13869599e-07 + syst_JES_Pileup_Pt_term_plus: 2.47840927e-06 + syst_JES_Pileup_Pt_term_minus: -2.57386868e-06 + syst_JES_Punch_through_plus: 2.80092067e-06 + syst_JES_Punch_through_minus: -2.45295342e-06 + syst_JES_SingleParticle_HighPt_plus: -1.03237590e-09 + syst_JES_SingleParticle_HighPt_minus: 6.46224887e-10 + syst_JES_Zjet_JVF_plus: 4.92712005e-07 + syst_JES_Zjet_JVF_minus: -5.07631958e-07 + syst_JES_Zjet_MC_plus: 1.64755880e-06 + syst_JES_Zjet_MC_minus: -1.63200245e-06 + syst_JES_Zjet_MuScale_plus: 1.30744044e-06 + syst_JES_Zjet_MuScale_minus: -1.31026887e-06 + syst_JES_Zjet_MuSmearID_plus: 5.06571298e-07 + syst_JES_Zjet_MuSmearID_minus: -4.77579920e-07 + syst_JES_Zjet_MuSmearMS_plus: 1.74513954e-07 + syst_JES_Zjet_MuSmearMS_minus: -1.95444314e-07 + syst_JES_Zjet_OOC_plus: 1.01823376e-05 + syst_JES_Zjet_OOC_minus: -1.02530483e-05 + syst_JES_Zjet_Stat1_plus: 7.59856947e-07 + syst_JES_Zjet_Stat1_minus: -8.81620735e-07 + syst_JES_Zjet_Stat10_plus: 2.61205245e-06 + syst_JES_Zjet_Stat10_minus: -2.79561737e-06 + syst_JES_Zjet_Stat11_plus: 2.84539769e-07 + syst_JES_Zjet_Stat11_minus: -2.79689016e-07 + syst_JES_Zjet_Stat2_plus: 8.56589155e-07 + syst_JES_Zjet_Stat2_minus: -9.38259988e-07 + syst_JES_Zjet_Stat3_plus: 3.58291006e-07 + syst_JES_Zjet_Stat3_minus: -3.45845927e-07 + syst_JES_Zjet_Stat4_plus: 6.10515995e-07 + syst_JES_Zjet_Stat4_minus: -6.24940973e-07 + syst_JES_Zjet_Stat5_plus: 6.65528902e-07 + syst_JES_Zjet_Stat5_minus: -7.19056886e-07 + syst_JES_Zjet_Stat6_plus: 4.01495230e-07 + syst_JES_Zjet_Stat6_minus: -3.64301414e-07 + syst_JES_Zjet_Stat7_plus: 5.35916229e-07 + syst_JES_Zjet_Stat7_minus: -5.59250753e-07 + syst_JES_Zjet_Stat8_plus: 5.53947452e-07 + syst_JES_Zjet_Stat8_minus: -5.83080252e-07 + syst_JES_Zjet_Stat9_plus: 4.44133769e-07 + syst_JES_Zjet_Stat9_minus: -4.18182950e-07 + syst_JES_Zjet_Veto_plus: 3.12046223e-06 + syst_JES_Zjet_Veto_minus: -3.26612622e-06 + syst_JES_Zjet_dPhi_plus: 3.56452528e-07 + syst_JES_Zjet_dPhi_minus: -3.17278813e-07 + syst_Unfolding_bias_plus: 3.44502424e-07 + syst_Unfolding_bias_minus: -3.44502424e-07 + syst_jetselection_BCH_plus: 5.48573441e-06 + syst_jetselection_BCH_minus: -5.48573441e-06 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.3200173490730625e-06 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.337695018602726e-06 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.32001735e-06 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.33769502e-06 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.516950167989742e-07 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.458260305151258e-07 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.51695017e-07 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.45826031e-07 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.4835100269293766e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.473610531992765e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.0401540751254114e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.0337901140947325e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 5.672410598678484e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.716251219112049e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.7267547596575488e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.7154410511585644e-05 - luminosity_uncertainty: 1.939e-05 - statistical_uncertainty: 2.3288e-05 -- syst_JAR_plus: 7.435227804176547e-08 - syst_JAR_minus: -7.435227804176547e-08 - syst_JER_DataMC_Difference_plus: 8.027076180029687e-08 - syst_JER_DataMC_Difference_minus: -8.027076180029687e-08 - syst_JER_NP0_plus: 3.215921640836418e-06 - syst_JER_NP0_minus: -3.215921640836418e-06 - syst_JER_NP1_plus: 3.3785562005093235e-06 - syst_JER_NP1_minus: -3.3785562005093235e-06 - syst_JER_NP2_plus: 1.592404471232105e-06 - syst_JER_NP2_minus: -1.592404471232105e-06 - syst_JER_NP3_plus: 4.7630712780725836e-07 - syst_JER_NP3_minus: -4.7630712780725836e-07 - syst_JER_NP4_plus: 5.971516767120393e-07 - syst_JER_NP4_minus: -5.971516767120393e-07 - syst_JER_NP5_plus: 6.745798692519664e-07 - syst_JER_NP5_minus: -6.745798692519664e-07 - syst_JER_NP6_plus: 5.701401976707133e-07 - syst_JER_NP6_minus: -5.701401976707133e-07 - syst_JER_NP7_plus: 2.788192748896675e-07 - syst_JER_NP7_minus: -2.788192748896675e-07 - syst_JER_NP8_plus: 2.6558930701366726e-07 - syst_JER_NP8_minus: -2.6558930701366726e-07 - syst_JER_NoiseInSitu_plus: 9.386842520251418e-07 - syst_JER_NoiseInSitu_minus: -9.386842520251418e-07 - syst_JES_EtaIntercalibration_Modelling_plus: 4.393254431512019e-06 - syst_JES_EtaIntercalibration_Modelling_minus: -4.570031126808656e-06 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.48351003e-06 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.47361053e-06 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.04015408e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.03379011e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 5.67241060e-06 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.71625122e-06 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.72675476e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.71544105e-05 + luminosity_uncertainty: 1.93900000e-05 + statistical_uncertainty: 2.32880000e-05 +- syst_JAR_plus: 7.43522780e-08 + syst_JAR_minus: -7.43522780e-08 + syst_JER_DataMC_Difference_plus: 8.02707618e-08 + syst_JER_DataMC_Difference_minus: -8.02707618e-08 + syst_JER_NP0_plus: 3.21592164e-06 + syst_JER_NP0_minus: -3.21592164e-06 + syst_JER_NP1_plus: 3.37855620e-06 + syst_JER_NP1_minus: -3.37855620e-06 + syst_JER_NP2_plus: 1.59240447e-06 + syst_JER_NP2_minus: -1.59240447e-06 + syst_JER_NP3_plus: 4.76307128e-07 + syst_JER_NP3_minus: -4.76307128e-07 + syst_JER_NP4_plus: 5.97151677e-07 + syst_JER_NP4_minus: -5.97151677e-07 + syst_JER_NP5_plus: 6.74579869e-07 + syst_JER_NP5_minus: -6.74579869e-07 + syst_JER_NP6_plus: 5.70140198e-07 + syst_JER_NP6_minus: -5.70140198e-07 + syst_JER_NP7_plus: 2.78819275e-07 + syst_JER_NP7_minus: -2.78819275e-07 + syst_JER_NP8_plus: 2.65589307e-07 + syst_JER_NP8_minus: -2.65589307e-07 + syst_JER_NoiseInSitu_plus: 9.38684252e-07 + syst_JER_NoiseInSitu_minus: -9.38684252e-07 + syst_JES_EtaIntercalibration_Modelling_plus: 4.39325443e-06 + syst_JES_EtaIntercalibration_Modelling_minus: -4.57003113e-06 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 syst_JES_EtaIntercalibration_Stat1_minus: 0.0 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 - syst_JES_EtaIntercalibration_Stat100_plus: 3.4789653634378134e-08 - syst_JES_EtaIntercalibration_Stat100_minus: -8.362951901093298e-09 - syst_JES_EtaIntercalibration_Stat101_plus: 3.1628886322474266e-08 - syst_JES_EtaIntercalibration_Stat101_minus: -1.9381796872323266e-08 - syst_JES_EtaIntercalibration_Stat102_plus: 8.827521056332859e-11 - syst_JES_EtaIntercalibration_Stat102_minus: -7.554021743415888e-09 - syst_JES_EtaIntercalibration_Stat103_plus: 1.429769911559199e-22 + syst_JES_EtaIntercalibration_Stat100_plus: 3.47896536e-08 + syst_JES_EtaIntercalibration_Stat100_minus: -8.36295190e-09 + syst_JES_EtaIntercalibration_Stat101_plus: 3.16288863e-08 + syst_JES_EtaIntercalibration_Stat101_minus: -1.93817969e-08 + syst_JES_EtaIntercalibration_Stat102_plus: 8.82752106e-11 + syst_JES_EtaIntercalibration_Stat102_minus: -7.55402174e-09 + syst_JES_EtaIntercalibration_Stat103_plus: 1.42976991e-22 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 syst_JES_EtaIntercalibration_Stat104_plus: 0.0 syst_JES_EtaIntercalibration_Stat104_minus: 0.0 @@ -67258,14 +67258,14 @@ bins: syst_JES_EtaIntercalibration_Stat110_minus: 0.0 syst_JES_EtaIntercalibration_Stat111_plus: 0.0 syst_JES_EtaIntercalibration_Stat111_minus: 0.0 - syst_JES_EtaIntercalibration_Stat112_plus: 2.8574185027748385e-23 + syst_JES_EtaIntercalibration_Stat112_plus: 2.85741850e-23 syst_JES_EtaIntercalibration_Stat112_minus: 0.0 - syst_JES_EtaIntercalibration_Stat113_plus: -4.081420341008752e-09 - syst_JES_EtaIntercalibration_Stat113_minus: 4.5389184284364485e-10 - syst_JES_EtaIntercalibration_Stat114_plus: 2.0166685399440333e-08 - syst_JES_EtaIntercalibration_Stat114_minus: -3.228649562897776e-08 - syst_JES_EtaIntercalibration_Stat115_plus: 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syst_JES_Flavour_Comp_plus: 2.43103311e-07 + syst_JES_Flavour_Comp_minus: -2.54134177e-07 + syst_JES_Gjet_Generator_plus: 2.00111219e-06 + syst_JES_Gjet_Generator_minus: -2.13616959e-06 + syst_JES_Gjet_OOC_plus: 5.60028571e-06 + syst_JES_Gjet_OOC_minus: -5.82938830e-06 + syst_JES_Gjet_Purity_plus: 8.08223051e-07 + syst_JES_Gjet_Purity_minus: -8.84449162e-07 + syst_JES_Gjet_Stat1_plus: 7.26057243e-07 + syst_JES_Gjet_Stat1_minus: -7.67776543e-07 + syst_JES_Gjet_Stat10_plus: 8.80560075e-07 + syst_JES_Gjet_Stat10_minus: -9.80403552e-07 + syst_JES_Gjet_Stat11_plus: 1.67442886e-06 + syst_JES_Gjet_Stat11_minus: -1.84413449e-06 + syst_JES_Gjet_Stat12_plus: 2.50032958e-06 + syst_JES_Gjet_Stat12_minus: -2.67427785e-06 + syst_JES_Gjet_Stat13_plus: 6.11435234e-06 + syst_JES_Gjet_Stat13_minus: -6.28759350e-06 + syst_JES_Gjet_Stat2_plus: 2.37587878e-07 + syst_JES_Gjet_Stat2_minus: -2.73431121e-07 + syst_JES_Gjet_Stat3_plus: 2.63750829e-07 + syst_JES_Gjet_Stat3_minus: -2.95994899e-07 + 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syst_JES_Zjet_MuScale_minus: -7.13612164e-07 + syst_JES_Zjet_MuSmearID_plus: 2.70369349e-07 + syst_JES_Zjet_MuSmearID_minus: -2.91964390e-07 + syst_JES_Zjet_MuSmearMS_plus: 9.75383094e-08 + syst_JES_Zjet_MuSmearMS_minus: -1.24026529e-07 + syst_JES_Zjet_OOC_plus: 4.65700526e-06 + syst_JES_Zjet_OOC_minus: -4.80761901e-06 + syst_JES_Zjet_Stat1_plus: 4.11182593e-07 + syst_JES_Zjet_Stat1_minus: -5.15268711e-07 + syst_JES_Zjet_Stat10_plus: 1.74655375e-06 + syst_JES_Zjet_Stat10_minus: -1.96292842e-06 + syst_JES_Zjet_Stat11_plus: 1.18369675e-07 + syst_JES_Zjet_Stat11_minus: -1.24450793e-07 + syst_JES_Zjet_Stat2_plus: 4.04747922e-07 + syst_JES_Zjet_Stat2_minus: -4.72488751e-07 + syst_JES_Zjet_Stat3_plus: 1.94454365e-07 + syst_JES_Zjet_Stat3_minus: -2.19061681e-07 + syst_JES_Zjet_Stat4_plus: 2.87368196e-07 + syst_JES_Zjet_Stat4_minus: -3.15864599e-07 + syst_JES_Zjet_Stat5_plus: 3.01934596e-07 + syst_JES_Zjet_Stat5_minus: -3.42239682e-07 + syst_JES_Zjet_Stat6_plus: 1.90070303e-07 + syst_JES_Zjet_Stat6_minus: -1.98484873e-07 + syst_JES_Zjet_Stat7_plus: 2.41194123e-07 + syst_JES_Zjet_Stat7_minus: -2.77970747e-07 + syst_JES_Zjet_Stat8_plus: 2.65023622e-07 + syst_JES_Zjet_Stat8_minus: -2.99318300e-07 + syst_JES_Zjet_Stat9_plus: 2.00040508e-07 + syst_JES_Zjet_Stat9_minus: -2.03576042e-07 + syst_JES_Zjet_Veto_plus: 1.34562420e-06 + syst_JES_Zjet_Veto_minus: -1.50755166e-06 + syst_JES_Zjet_dPhi_plus: 1.41704199e-07 + syst_JES_Zjet_dPhi_minus: -1.36259477e-07 + syst_Unfolding_bias_plus: 6.96924444e-08 + syst_Unfolding_bias_minus: -6.96924444e-08 + syst_jetselection_BCH_plus: 2.28607622e-06 + syst_jetselection_BCH_minus: -2.28607622e-06 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.39037805415735e-07 - syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.98859039104117e-07 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.39037805e-07 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.98859039e-07 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.1988000666857194e-07 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.0057599154217914e-07 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.19880007e-07 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.00575992e-07 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 6.515281881852849e-07 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -6.649632170278292e-07 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.457601148599996e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.252540182055896e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.3914351339729037e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.544170198709198e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.856663445763729e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -8.019298005436634e-06 - luminosity_uncertainty: 8.415e-06 - statistical_uncertainty: 1.426e-05 -- syst_JAR_plus: 1.995455336508437e-08 - syst_JAR_minus: -1.995455336508437e-08 - syst_JER_DataMC_Difference_plus: 2.15455436227541e-08 - syst_JER_DataMC_Difference_minus: -2.15455436227541e-08 - syst_JER_NP0_plus: 9.041774411032383e-07 - syst_JER_NP0_minus: -9.041774411032383e-07 - syst_JER_NP1_plus: 9.731910629470453e-07 - syst_JER_NP1_minus: -9.731910629470453e-07 - syst_JER_NP2_plus: 4.774384986571568e-07 - syst_JER_NP2_minus: -4.774384986571568e-07 - syst_JER_NP3_plus: 1.506137443927346e-07 - syst_JER_NP3_minus: -1.506137443927346e-07 - syst_JER_NP4_plus: 1.8462558056780752e-07 - syst_JER_NP4_minus: -1.8462558056780752e-07 - syst_JER_NP5_plus: 2.0011121907579292e-07 - syst_JER_NP5_minus: -2.0011121907579292e-07 - syst_JER_NP6_plus: 1.540785676205487e-07 - syst_JER_NP6_minus: -1.540785676205487e-07 - syst_JER_NP7_plus: 7.679179643685906e-08 - syst_JER_NP7_minus: -7.679179643685906e-08 - syst_JER_NP8_plus: 8.224358971980734e-08 - syst_JER_NP8_minus: -8.224358971980734e-08 - syst_JER_NoiseInSitu_plus: 2.5894250327051367e-07 - syst_JER_NoiseInSitu_minus: -2.5894250327051367e-07 - syst_JES_EtaIntercalibration_Modelling_plus: 1.1978388873300114e-06 - syst_JES_EtaIntercalibration_Modelling_minus: -1.295419623133755e-06 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 6.51528188e-07 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 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syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.834592124144724e-09 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.75665937e-09 + syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.83459212e-09 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.748929142448853e-09 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.419973477794886e-09 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.74892914e-09 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.41997348e-09 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 8.285170155162777e-09 - 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syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.45916637e-08 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.13248304e-08 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.34703842e-07 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.14339167e-07 + luminosity_uncertainty: 1.01980000e-07 statistical_uncertainty: 6.79e-07 -- syst_JAR_plus: 13.682516215959694 - syst_JAR_minus: -13.682516215959694 - syst_JER_DataMC_Difference_plus: 5.42138769135726 - syst_JER_DataMC_Difference_minus: -5.42138769135726 - syst_JER_NP0_plus: 301.1072806326675 - syst_JER_NP0_minus: -301.1072806326675 - syst_JER_NP1_plus: 124.96698143909853 - syst_JER_NP1_minus: -124.96698143909853 - syst_JER_NP2_plus: 133.34619679615912 - syst_JER_NP2_minus: -133.34619679615912 - syst_JER_NP3_plus: 5.938282748404625 - syst_JER_NP3_minus: -5.938282748404625 - syst_JER_NP4_plus: 51.632937162241696 - syst_JER_NP4_minus: -51.632937162241696 - 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syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 @@ -70548,44 +70548,44 @@ bins: syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 53.751429078676594 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -50.60833943630239 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.002631144332795143 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 5.37514291e+01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.06083394e+01 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.63114433e-03 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-0.04038286827356373 - syst_JES_Zjet_Stat5_plus: 0.04611750426898663 - syst_JES_Zjet_Stat5_minus: -0.07543415141698089 - syst_JES_Zjet_Stat6_plus: 0.14248201640908933 - syst_JES_Zjet_Stat6_minus: -0.13152186130069782 - syst_JES_Zjet_Stat7_plus: 0.1273499312916972 - syst_JES_Zjet_Stat7_minus: -0.12395581874200177 - syst_JES_Zjet_Stat8_plus: 0.34117902192250915 - syst_JES_Zjet_Stat8_minus: -0.33219876580144 - syst_JES_Zjet_Stat9_plus: 0.8292241222974642 - syst_JES_Zjet_Stat9_minus: -0.796909342397239 - syst_JES_Zjet_Veto_plus: 1.4863384540541227 - syst_JES_Zjet_Veto_minus: -1.4446191539641167 - syst_JES_Zjet_dPhi_plus: 0.07686957818278958 - syst_JES_Zjet_dPhi_minus: -0.07318555185280766 - syst_Unfolding_bias_plus: -0.022514279912979673 - syst_Unfolding_bias_minus: 0.022514279912979673 - syst_jetselection_BCH_plus: 1.3944145724998716 - syst_jetselection_BCH_minus: -1.3944145724998716 + syst_JES_Zjet_JVF_plus: 3.16076731e-01 + syst_JES_Zjet_JVF_minus: -2.82984134e-01 + syst_JES_Zjet_MC_plus: 5.32239274e+00 + syst_JES_Zjet_MC_minus: -5.22905465e+00 + syst_JES_Zjet_MuScale_plus: 3.78797103e-01 + syst_JES_Zjet_MuScale_minus: -3.58078874e-01 + syst_JES_Zjet_MuSmearID_plus: 3.76817204e-02 + syst_JES_Zjet_MuSmearID_minus: -3.44148870e-02 + syst_JES_Zjet_MuSmearMS_plus: 9.54169891e-03 + syst_JES_Zjet_MuSmearMS_minus: -3.69039029e-03 + syst_JES_Zjet_OOC_plus: 1.20561706e+00 + syst_JES_Zjet_OOC_minus: -1.16389776e+00 + syst_JES_Zjet_Stat1_plus: 2.74286720e-02 + syst_JES_Zjet_Stat1_minus: -2.59296057e-02 + syst_JES_Zjet_Stat10_plus: 9.63432989e-01 + syst_JES_Zjet_Stat10_minus: -9.49432275e-01 + syst_JES_Zjet_Stat11_plus: 1.15258405e-01 + syst_JES_Zjet_Stat11_minus: -1.02884037e-01 + syst_JES_Zjet_Stat2_plus: 1.63836641e-02 + syst_JES_Zjet_Stat2_minus: -2.84256926e-02 + syst_JES_Zjet_Stat3_plus: 2.26769145e-02 + syst_JES_Zjet_Stat3_minus: -3.51856334e-02 + syst_JES_Zjet_Stat4_plus: 4.50214888e-02 + syst_JES_Zjet_Stat4_minus: -4.03828683e-02 + syst_JES_Zjet_Stat5_plus: 4.61175043e-02 + syst_JES_Zjet_Stat5_minus: -7.54341514e-02 + syst_JES_Zjet_Stat6_plus: 1.42482016e-01 + syst_JES_Zjet_Stat6_minus: -1.31521861e-01 + syst_JES_Zjet_Stat7_plus: 1.27349931e-01 + syst_JES_Zjet_Stat7_minus: -1.23955819e-01 + syst_JES_Zjet_Stat8_plus: 3.41179022e-01 + syst_JES_Zjet_Stat8_minus: -3.32198766e-01 + syst_JES_Zjet_Stat9_plus: 8.29224122e-01 + syst_JES_Zjet_Stat9_minus: -7.96909342e-01 + syst_JES_Zjet_Veto_plus: 1.48633845e+00 + syst_JES_Zjet_Veto_minus: -1.44461915e+00 + syst_JES_Zjet_dPhi_plus: 7.68695782e-02 + syst_JES_Zjet_dPhi_minus: -7.31855519e-02 + syst_Unfolding_bias_plus: -2.25142799e-02 + syst_Unfolding_bias_minus: 2.25142799e-02 + syst_jetselection_BCH_plus: 1.39441457e+00 + syst_jetselection_BCH_minus: -1.39441457e+00 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.7902625386540854 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.8216580797387681 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.598768432262784 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.543614103330233 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.010677312395916867 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.010366185412194785 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -14.036069606552969 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 14.59468396369034 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.567861856235174 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.23905720298343 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.026735707396663363 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.025972032072981887 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -7.90262539e-01 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 8.21658080e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.59876843e+00 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.54361410e+00 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.06773124e-02 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.03661854e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.40360696e+01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.45946840e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.56786186e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.23905720e+00 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -2.67357074e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 2.59720321e-02 luminosity_uncertainty: 8.871 statistical_uncertainty: 3.4042 -- syst_JAR_plus: 0.0724218765291262 - syst_JAR_minus: -0.0724218765291262 - syst_JER_DataMC_Difference_plus: 0.04963889603929563 - syst_JER_DataMC_Difference_minus: -0.04963889603929563 - syst_JER_NP0_plus: 1.4679536777432727 - syst_JER_NP0_minus: -1.4679536777432727 - syst_JER_NP1_plus: 0.729734198184517 - syst_JER_NP1_minus: -0.729734198184517 - syst_JER_NP2_plus: 0.4949747468305832 - syst_JER_NP2_minus: -0.4949747468305832 - syst_JER_NP3_plus: 0.10387398615630383 - syst_JER_NP3_minus: -0.10387398615630383 - syst_JER_NP4_plus: 0.18024151852445097 - syst_JER_NP4_minus: -0.18024151852445097 - syst_JER_NP5_plus: 0.2935907355486545 - syst_JER_NP5_minus: -0.2935907355486545 - 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syst_JER_NP4_minus: -1.80241519e-01 + syst_JER_NP5_plus: 2.93590736e-01 + syst_JER_NP5_minus: -2.93590736e-01 + syst_JER_NP6_plus: 2.80671895e-01 + syst_JER_NP6_minus: -2.80671895e-01 + syst_JER_NP7_plus: 1.40714249e-01 + syst_JER_NP7_minus: -1.40714249e-01 + syst_JER_NP8_plus: 4.63579206e-02 + syst_JER_NP8_minus: -4.63579206e-02 + syst_JER_NoiseInSitu_plus: 2.41830519e-01 + syst_JER_NoiseInSitu_minus: -2.41830519e-01 + syst_JES_EtaIntercalibration_Modelling_plus: 2.21112290e+00 + syst_JES_EtaIntercalibration_Modelling_minus: -2.21112290e+00 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -73282,14 +73282,14 @@ bins: syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 - syst_JES_EtaIntercalibration_Stat101_plus: 0.01101672365088641 - syst_JES_EtaIntercalibration_Stat101_minus: -0.015747268017024415 - 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syst_JES_EtaIntercalibration_Stat106_plus: 0.0 @@ -73304,14 +73304,14 @@ bins: syst_JES_EtaIntercalibration_Stat11_minus: 0.0 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 - syst_JES_EtaIntercalibration_Stat111_plus: 0.010175266581274418 - syst_JES_EtaIntercalibration_Stat111_minus: -0.009762316221061475 - syst_JES_EtaIntercalibration_Stat112_plus: 0.16638222561319463 - syst_JES_EtaIntercalibration_Stat112_minus: -0.11045007922133872 - syst_JES_EtaIntercalibration_Stat113_plus: 0.23292097372284876 - syst_JES_EtaIntercalibration_Stat113_minus: -0.21382909063081196 - syst_JES_EtaIntercalibration_Stat114_plus: 0.024147696577520597 - syst_JES_EtaIntercalibration_Stat114_minus: -0.016539227611953346 + syst_JES_EtaIntercalibration_Stat111_plus: 1.01752666e-02 + syst_JES_EtaIntercalibration_Stat111_minus: -9.76231622e-03 + syst_JES_EtaIntercalibration_Stat112_plus: 1.66382226e-01 + syst_JES_EtaIntercalibration_Stat112_minus: -1.10450079e-01 + syst_JES_EtaIntercalibration_Stat113_plus: 2.32920974e-01 + syst_JES_EtaIntercalibration_Stat113_minus: -2.13829091e-01 + syst_JES_EtaIntercalibration_Stat114_plus: 2.41476966e-02 + syst_JES_EtaIntercalibration_Stat114_minus: -1.65392276e-02 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 syst_JES_EtaIntercalibration_Stat116_plus: 0.0 @@ -73326,14 +73326,14 @@ bins: syst_JES_EtaIntercalibration_Stat12_minus: 0.0 syst_JES_EtaIntercalibration_Stat120_plus: 0.0 syst_JES_EtaIntercalibration_Stat120_minus: 0.0 - syst_JES_EtaIntercalibration_Stat121_plus: 0.01628466917072619 - syst_JES_EtaIntercalibration_Stat121_minus: -0.022068802640832146 - syst_JES_EtaIntercalibration_Stat122_plus: 0.24126483374085 - syst_JES_EtaIntercalibration_Stat122_minus: -0.24034559492530747 - syst_JES_EtaIntercalibration_Stat123_plus: 0.17741309139970476 - syst_JES_EtaIntercalibration_Stat123_minus: -0.16164461017924475 - syst_JES_EtaIntercalibration_Stat124_plus: 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syst_JES_EtaIntercalibration_Stat133_minus: -1.18864650e-02 syst_JES_EtaIntercalibration_Stat134_plus: 0.0 syst_JES_EtaIntercalibration_Stat134_minus: 0.0 syst_JES_EtaIntercalibration_Stat135_plus: 0.0 @@ -73366,16 +73366,16 @@ bins: syst_JES_EtaIntercalibration_Stat138_minus: 0.0 syst_JES_EtaIntercalibration_Stat139_plus: 0.0 syst_JES_EtaIntercalibration_Stat139_minus: 0.0 - syst_JES_EtaIntercalibration_Stat14_plus: 0.005362697828518776 - syst_JES_EtaIntercalibration_Stat14_minus: -0.008497302189518741 - syst_JES_EtaIntercalibration_Stat140_plus: 0.015033090168026 - syst_JES_EtaIntercalibration_Stat140_minus: -0.017727167004346744 - syst_JES_EtaIntercalibration_Stat141_plus: 0.17210979054080566 - syst_JES_EtaIntercalibration_Stat141_minus: -0.18724187565819775 - syst_JES_EtaIntercalibration_Stat142_plus: 0.15061374439273462 - syst_JES_EtaIntercalibration_Stat142_minus: -0.12247089450151001 - syst_JES_EtaIntercalibration_Stat143_plus: 0.006555586968380481 - 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syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 2.73911954e-02 luminosity_uncertainty: 4.37 statistical_uncertainty: 2.1103 -- syst_JAR_plus: 0.036585704858591965 - syst_JAR_minus: -0.036585704858591965 - syst_JER_DataMC_Difference_plus: 0.03365828278447966 - syst_JER_DataMC_Difference_minus: -0.03365828278447966 - syst_JER_NP0_plus: 0.7228045517288888 - syst_JER_NP0_minus: -0.7228045517288888 - syst_JER_NP1_plus: 0.3634528855298854 - syst_JER_NP1_minus: -0.3634528855298854 - syst_JER_NP2_plus: 0.237375746444324 - syst_JER_NP2_minus: -0.237375746444324 - syst_JER_NP3_plus: 0.061086954826705835 - syst_JER_NP3_minus: -0.061086954826705835 - syst_JER_NP4_plus: 0.108753022946491 - syst_JER_NP4_minus: -0.108753022946491 - syst_JER_NP5_plus: 0.15492709575797253 - syst_JER_NP5_minus: -0.15492709575797253 - syst_JER_NP6_plus: 0.15740196949212545 - syst_JER_NP6_minus: -0.15740196949212545 - syst_JER_NP7_plus: 0.07187740430761255 - syst_JER_NP7_minus: -0.07187740430761255 - 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syst_JES_Pileup_NPVOffset_minus: -1.24592215e-01 + syst_JES_Pileup_Pt_term_plus: 7.23087394e-01 + syst_JES_Pileup_Pt_term_minus: -7.36239581e-01 + syst_JES_Punch_through_plus: 1.78049488e-01 + syst_JES_Punch_through_minus: -1.41067803e-01 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.068016601282334 - syst_JES_Zjet_JVF_minus: -0.06699836751742537 - syst_JES_Zjet_MC_plus: 1.3809795436573273 - syst_JES_Zjet_MC_minus: -1.3774440097513945 - syst_JES_Zjet_MuScale_plus: 0.13138043994446053 - syst_JES_Zjet_MuScale_minus: -0.13350176028802016 - syst_JES_Zjet_MuSmearID_plus: 0.00702086323040123 - syst_JES_Zjet_MuSmearID_minus: -0.008603368206696724 - syst_JES_Zjet_MuSmearMS_plus: 0.002370221930537307 - syst_JES_Zjet_MuSmearMS_minus: -0.0009241178523326989 - syst_JES_Zjet_OOC_plus: 0.3302188668141177 - syst_JES_Zjet_OOC_minus: -0.34641161210328963 - syst_JES_Zjet_Stat1_plus: 0.004860652013876327 - syst_JES_Zjet_Stat1_minus: 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syst_JES_Zjet_Stat1_minus: -5.04025714e-03 + syst_JES_Zjet_Stat10_plus: 2.66791389e-01 + syst_JES_Zjet_Stat10_minus: -2.58023264e-01 + syst_JES_Zjet_Stat11_plus: 3.61048722e-01 + syst_JES_Zjet_Stat11_minus: -3.48391511e-01 + syst_JES_Zjet_Stat2_plus: 4.83943881e-03 + syst_JES_Zjet_Stat2_minus: -5.59321464e-03 + syst_JES_Zjet_Stat3_plus: 3.16571706e-03 + syst_JES_Zjet_Stat3_minus: -9.04248152e-03 + syst_JES_Zjet_Stat4_plus: 5.28208766e-03 + syst_JES_Zjet_Stat4_minus: -6.47992654e-03 + syst_JES_Zjet_Stat5_plus: 6.57326464e-03 + syst_JES_Zjet_Stat5_minus: -1.07621652e-02 + syst_JES_Zjet_Stat6_plus: 1.30178358e-02 + syst_JES_Zjet_Stat6_minus: -1.35269527e-02 + syst_JES_Zjet_Stat7_plus: 1.13278506e-02 + syst_JES_Zjet_Stat7_minus: -1.46441814e-02 + syst_JES_Zjet_Stat8_plus: 2.88004592e-02 + syst_JES_Zjet_Stat8_minus: -2.82913423e-02 + syst_JES_Zjet_Stat9_plus: 1.46795368e-01 + syst_JES_Zjet_Stat9_minus: -1.43189123e-01 + syst_JES_Zjet_Veto_plus: 5.39876027e-01 + syst_JES_Zjet_Veto_minus: -5.40936688e-01 + syst_JES_Zjet_dPhi_plus: 1.76423142e-02 + syst_JES_Zjet_dPhi_minus: -1.79251569e-02 + syst_Unfolding_bias_plus: -1.44249783e-02 + syst_Unfolding_bias_minus: 1.44249783e-02 + syst_jetselection_BCH_plus: 2.79611234e-01 + syst_jetselection_BCH_minus: -2.79611234e-01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.24515392103737602 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.25554839072081825 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.3217335854398791 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.3157938884779121 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.007747769001461 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.006937424630221217 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.921058113081628 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.0448017997892736 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.9537360364184306 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.917673590577917 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.019728279195104677 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.017663527394039955 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.45153921e-01 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.55548391e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.21733585e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.15793888e-01 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -7.74776900e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 6.93742463e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.92105811e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.04480180e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.95373604e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.91767359e+00 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.97282792e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.76635274e-02 luminosity_uncertainty: 2.221 statistical_uncertainty: 0.8076 -- syst_JAR_plus: 0.01929694405858088 - syst_JAR_minus: -0.01929694405858088 - syst_JER_DataMC_Difference_plus: 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0.6172335092977373 - syst_JES_EtaIntercalibration_Modelling_minus: -0.5999093931586669 +- syst_JAR_plus: 1.92969441e-02 + syst_JAR_minus: -1.92969441e-02 + syst_JER_DataMC_Difference_plus: 2.07465130e-02 + syst_JER_DataMC_Difference_minus: -2.07465130e-02 + syst_JER_NP0_plus: 3.64159992e-01 + syst_JER_NP0_minus: -3.64159992e-01 + syst_JER_NP1_plus: 1.83635631e-01 + syst_JER_NP1_minus: -1.83635631e-01 + syst_JER_NP2_plus: 1.19288914e-01 + syst_JER_NP2_minus: -1.19288914e-01 + syst_JER_NP3_plus: 3.29370339e-02 + syst_JER_NP3_minus: -3.29370339e-02 + syst_JER_NP4_plus: 6.70266518e-02 + syst_JER_NP4_minus: -6.70266518e-02 + syst_JER_NP5_plus: 7.48967503e-02 + syst_JER_NP5_minus: -7.48967503e-02 + syst_JER_NP6_plus: 9.16127546e-02 + syst_JER_NP6_minus: -9.16127546e-02 + syst_JER_NP7_plus: 3.69392582e-02 + syst_JER_NP7_minus: -3.69392582e-02 + syst_JER_NP8_plus: 1.32441100e-02 + syst_JER_NP8_minus: -1.32441100e-02 + syst_JER_NoiseInSitu_plus: 6.31658488e-02 + syst_JER_NoiseInSitu_minus: -6.31658488e-02 + syst_JES_EtaIntercalibration_Modelling_plus: 6.17233509e-01 + syst_JES_EtaIntercalibration_Modelling_minus: -5.99909393e-01 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -74626,14 +74626,14 @@ bins: syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 - syst_JES_EtaIntercalibration_Stat101_plus: 0.0010337901140947323 - syst_JES_EtaIntercalibration_Stat101_minus: -0.001906359882078932 - syst_JES_EtaIntercalibration_Stat102_plus: 0.0197848477375996 - syst_JES_EtaIntercalibration_Stat102_minus: -0.01969999492385721 - syst_JES_EtaIntercalibration_Stat103_plus: 0.016086679271993955 - syst_JES_EtaIntercalibration_Stat103_minus: -0.015238151134570098 - syst_JES_EtaIntercalibration_Stat104_plus: 0.0005552202445876771 - syst_JES_EtaIntercalibration_Stat104_minus: -0.0009538870478206525 + syst_JES_EtaIntercalibration_Stat101_plus: 1.03379011e-03 + syst_JES_EtaIntercalibration_Stat101_minus: -1.90635988e-03 + syst_JES_EtaIntercalibration_Stat102_plus: 1.97848477e-02 + syst_JES_EtaIntercalibration_Stat102_minus: -1.96999949e-02 + syst_JES_EtaIntercalibration_Stat103_plus: 1.60866793e-02 + syst_JES_EtaIntercalibration_Stat103_minus: -1.52381511e-02 + syst_JES_EtaIntercalibration_Stat104_plus: 5.55220245e-04 + syst_JES_EtaIntercalibration_Stat104_minus: -9.53887048e-04 syst_JES_EtaIntercalibration_Stat105_plus: 0.0 syst_JES_EtaIntercalibration_Stat105_minus: 0.0 syst_JES_EtaIntercalibration_Stat106_plus: 0.0 @@ -74648,14 +74648,14 @@ bins: syst_JES_EtaIntercalibration_Stat11_minus: 0.0 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 - syst_JES_EtaIntercalibration_Stat111_plus: 0.002298804145637466 - syst_JES_EtaIntercalibration_Stat111_minus: -0.001079752054871858 - syst_JES_EtaIntercalibration_Stat112_plus: 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syst_JES_MJB_Stat10_plus: 9.256734872513094e-05 + syst_JES_MJB_Asym_minus: -1.94242233e-03 + syst_JES_MJB_Beta_plus: -4.00717413e-04 + syst_JES_MJB_Beta_minus: 2.94297842e-03 + syst_JES_MJB_Stat1_plus: 4.86277333e-03 + syst_JES_MJB_Stat1_minus: -1.57189837e-03 + syst_JES_MJB_Stat10_plus: 9.25673487e-05 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: -0.0063971950493946945 - syst_JES_MJB_Stat2_minus: 0.0064516422715460596 - syst_JES_MJB_Stat3_plus: -0.0007357446058246026 - syst_JES_MJB_Stat3_minus: 0.00043713341212952363 - syst_JES_MJB_Stat4_plus: -0.0005047328204109576 - syst_JES_MJB_Stat4_minus: 2.5710402563942865e-07 - syst_JES_MJB_Stat5_plus: 0.0005555737979782703 - syst_JES_MJB_Stat5_minus: -0.00015216937931134501 - syst_JES_MJB_Stat6_plus: -0.0003623922253581056 - syst_JES_MJB_Stat6_minus: 0.0001557756238953964 - syst_JES_MJB_Stat7_plus: 5.740292849672393e-05 - syst_JES_MJB_Stat7_minus: -5.16117239588061e-16 - syst_JES_MJB_Stat8_plus: 5.715544112330863e-05 - syst_JES_MJB_Stat8_minus: -5.317442994522837e-05 - syst_JES_MJB_Stat9_plus: 0.00019367654736699534 + syst_JES_MJB_Stat2_plus: -6.39719505e-03 + syst_JES_MJB_Stat2_minus: 6.45164227e-03 + syst_JES_MJB_Stat3_plus: -7.35744606e-04 + syst_JES_MJB_Stat3_minus: 4.37133412e-04 + syst_JES_MJB_Stat4_plus: -5.04732820e-04 + syst_JES_MJB_Stat4_minus: 2.57104026e-07 + syst_JES_MJB_Stat5_plus: 5.55573798e-04 + syst_JES_MJB_Stat5_minus: -1.52169379e-04 + syst_JES_MJB_Stat6_plus: -3.62392225e-04 + syst_JES_MJB_Stat6_minus: 1.55775624e-04 + syst_JES_MJB_Stat7_plus: 5.74029285e-05 + syst_JES_MJB_Stat7_minus: -5.16117240e-16 + syst_JES_MJB_Stat8_plus: 5.71554411e-05 + syst_JES_MJB_Stat8_minus: -5.31744299e-05 + syst_JES_MJB_Stat9_plus: 1.93676547e-04 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: -0.0008262542738164808 - syst_JES_MJB_Threshold_minus: 0.001001263202160151 - syst_JES_Pileup_MuOffset_plus: -0.05326635382678262 - syst_JES_Pileup_MuOffset_minus: 0.05494219689819474 - syst_JES_Pileup_NPVOffset_plus: 0.05488562835569981 - syst_JES_Pileup_NPVOffset_minus: -0.05114503348322298 - syst_JES_Pileup_Pt_term_plus: 0.37087750673234415 - syst_JES_Pileup_Pt_term_minus: -0.37066537469798816 - syst_JES_Punch_through_plus: 0.07934445191694249 - syst_JES_Punch_through_minus: -0.0722945973085126 + syst_JES_MJB_Threshold_plus: -8.26254274e-04 + syst_JES_MJB_Threshold_minus: 1.00126320e-03 + syst_JES_Pileup_MuOffset_plus: -5.32663538e-02 + syst_JES_Pileup_MuOffset_minus: 5.49421969e-02 + syst_JES_Pileup_NPVOffset_plus: 5.48856284e-02 + syst_JES_Pileup_NPVOffset_minus: -5.11450335e-02 + syst_JES_Pileup_Pt_term_plus: 3.70877507e-01 + syst_JES_Pileup_Pt_term_minus: -3.70665375e-01 + syst_JES_Punch_through_plus: 7.93444519e-02 + syst_JES_Punch_through_minus: -7.22945973e-02 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.03568060817867318 - syst_JES_Zjet_JVF_minus: -0.03505128314341716 - syst_JES_Zjet_MC_plus: 0.7257744002098723 - syst_JES_Zjet_MC_minus: -0.70802602000209 - syst_JES_Zjet_MuScale_plus: 0.08092837110680036 - syst_JES_Zjet_MuScale_minus: -0.08051117810590029 - syst_JES_Zjet_MuSmearID_plus: 0.004085662981695872 - syst_JES_Zjet_MuSmearID_minus: -0.004738322540731055 - syst_JES_Zjet_MuSmearMS_plus: 0.0012169307704220482 - syst_JES_Zjet_MuSmearMS_minus: -0.0004915099236027691 - syst_JES_Zjet_OOC_plus: 0.19848487347906388 - syst_JES_Zjet_OOC_minus: -0.19275730855145284 - syst_JES_Zjet_Stat1_plus: 0.0024713382002469835 - syst_JES_Zjet_Stat1_minus: -0.0017599887783733166 - syst_JES_Zjet_Stat10_plus: 0.11059150057757604 - syst_JES_Zjet_Stat10_minus: -0.10698525599352463 - syst_JES_Zjet_Stat11_plus: 0.27605448737522814 - syst_JES_Zjet_Stat11_minus: -0.26474077887624337 - syst_JES_Zjet_Stat2_plus: 0.004051721856198917 - syst_JES_Zjet_Stat2_minus: -0.004445580333319824 - syst_JES_Zjet_Stat3_plus: 0.0011723830432072957 - syst_JES_Zjet_Stat3_minus: -0.00452619050637509 - syst_JES_Zjet_Stat4_plus: 0.002367393503412561 - syst_JES_Zjet_Stat4_minus: -0.00334037243432525 - syst_JES_Zjet_Stat5_plus: 0.004459722468943555 - syst_JES_Zjet_Stat5_minus: -0.004393961538293206 - syst_JES_Zjet_Stat6_plus: 0.005020458146424487 - syst_JES_Zjet_Stat6_minus: -0.004826003781598187 - syst_JES_Zjet_Stat7_plus: 0.0047390296475122405 - syst_JES_Zjet_Stat7_minus: -0.006239510237190095 - syst_JES_Zjet_Stat8_plus: 0.010387398615630383 - syst_JES_Zjet_Stat8_minus: -0.010014753341945072 - syst_JES_Zjet_Stat9_plus: 0.06650339277059479 - syst_JES_Zjet_Stat9_minus: -0.06241631557533655 - syst_JES_Zjet_Veto_plus: 0.32194571747423506 - syst_JES_Zjet_Veto_minus: -0.3076621604942668 - syst_JES_Zjet_dPhi_plus: 0.009501393818803638 - syst_JES_Zjet_dPhi_minus: -0.009836562433086062 - syst_Unfolding_bias_plus: 0.011822825381439073 - syst_Unfolding_bias_minus: -0.011822825381439073 - syst_jetselection_BCH_plus: 0.15718983745776952 - syst_jetselection_BCH_minus: -0.15718983745776952 + syst_JES_Zjet_JVF_plus: 3.56806082e-02 + syst_JES_Zjet_JVF_minus: -3.50512831e-02 + syst_JES_Zjet_MC_plus: 7.25774400e-01 + syst_JES_Zjet_MC_minus: -7.08026020e-01 + syst_JES_Zjet_MuScale_plus: 8.09283711e-02 + syst_JES_Zjet_MuScale_minus: -8.05111781e-02 + syst_JES_Zjet_MuSmearID_plus: 4.08566298e-03 + syst_JES_Zjet_MuSmearID_minus: -4.73832254e-03 + syst_JES_Zjet_MuSmearMS_plus: 1.21693077e-03 + syst_JES_Zjet_MuSmearMS_minus: -4.91509924e-04 + syst_JES_Zjet_OOC_plus: 1.98484873e-01 + syst_JES_Zjet_OOC_minus: -1.92757309e-01 + syst_JES_Zjet_Stat1_plus: 2.47133820e-03 + syst_JES_Zjet_Stat1_minus: -1.75998878e-03 + syst_JES_Zjet_Stat10_plus: 1.10591501e-01 + syst_JES_Zjet_Stat10_minus: -1.06985256e-01 + syst_JES_Zjet_Stat11_plus: 2.76054487e-01 + syst_JES_Zjet_Stat11_minus: -2.64740779e-01 + syst_JES_Zjet_Stat2_plus: 4.05172186e-03 + syst_JES_Zjet_Stat2_minus: -4.44558033e-03 + syst_JES_Zjet_Stat3_plus: 1.17238304e-03 + syst_JES_Zjet_Stat3_minus: -4.52619051e-03 + syst_JES_Zjet_Stat4_plus: 2.36739350e-03 + syst_JES_Zjet_Stat4_minus: -3.34037243e-03 + syst_JES_Zjet_Stat5_plus: 4.45972247e-03 + syst_JES_Zjet_Stat5_minus: -4.39396154e-03 + syst_JES_Zjet_Stat6_plus: 5.02045815e-03 + syst_JES_Zjet_Stat6_minus: -4.82600378e-03 + syst_JES_Zjet_Stat7_plus: 4.73902965e-03 + syst_JES_Zjet_Stat7_minus: -6.23951024e-03 + syst_JES_Zjet_Stat8_plus: 1.03873986e-02 + syst_JES_Zjet_Stat8_minus: -1.00147533e-02 + syst_JES_Zjet_Stat9_plus: 6.65033928e-02 + syst_JES_Zjet_Stat9_minus: -6.24163156e-02 + syst_JES_Zjet_Veto_plus: 3.21945717e-01 + syst_JES_Zjet_Veto_minus: -3.07662160e-01 + syst_JES_Zjet_dPhi_plus: 9.50139382e-03 + syst_JES_Zjet_dPhi_minus: -9.83656243e-03 + syst_Unfolding_bias_plus: 1.18228254e-02 + syst_Unfolding_bias_minus: -1.18228254e-02 + syst_jetselection_BCH_plus: 1.57189837e-01 + syst_jetselection_BCH_minus: -1.57189837e-01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.13435028842544403 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.14191633098414008 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.156270598642227 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.15209866863322638 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.34350288e-01 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.41916331e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.56270599e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.52098669e-01 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0004135867563160116 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.3930003589374984 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.4707821048680187 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.9574225817265853 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.9315424735351576 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.13586756e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.39300036e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.47078210e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.57422582e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.31542474e-01 syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0010634885989045672 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.06348860e-03 luminosity_uncertainty: 1.1812 statistical_uncertainty: 0.5326 -- syst_JAR_plus: 0.010295474734076132 - syst_JAR_minus: -0.010295474734076132 - syst_JER_DataMC_Difference_plus: 0.011681404025201764 - syst_JER_DataMC_Difference_minus: -0.011681404025201764 - syst_JER_NP0_plus: 0.17366542545941607 - syst_JER_NP0_minus: -0.17366542545941607 - syst_JER_NP1_plus: 0.084626539572406 - syst_JER_NP1_minus: -0.084626539572406 - syst_JER_NP2_plus: 0.05311079033492158 - syst_JER_NP2_minus: -0.05311079033492158 - syst_JER_NP3_plus: 0.017041273426595793 - syst_JER_NP3_minus: -0.017041273426595793 - syst_JER_NP4_plus: 0.0330360288170355 - syst_JER_NP4_minus: -0.0330360288170355 - syst_JER_NP5_plus: 0.03265419115519476 - syst_JER_NP5_minus: -0.03265419115519476 - syst_JER_NP6_plus: 0.047729707730091955 - syst_JER_NP6_minus: -0.047729707730091955 - syst_JER_NP7_plus: 0.018801969311750297 - syst_JER_NP7_minus: -0.018801969311750297 - syst_JER_NP8_plus: 0.008244865068635143 - syst_JER_NP8_minus: -0.008244865068635143 - syst_JER_NoiseInSitu_plus: 0.034103760056627186 - syst_JER_NoiseInSitu_minus: -0.034103760056627186 - syst_JES_EtaIntercalibration_Modelling_plus: 0.3337544007200504 - syst_JES_EtaIntercalibration_Modelling_minus: -0.32703688629877825 +- syst_JAR_plus: 1.02954747e-02 + syst_JAR_minus: -1.02954747e-02 + syst_JER_DataMC_Difference_plus: 1.16814040e-02 + syst_JER_DataMC_Difference_minus: -1.16814040e-02 + syst_JER_NP0_plus: 1.73665425e-01 + syst_JER_NP0_minus: -1.73665425e-01 + syst_JER_NP1_plus: 8.46265396e-02 + syst_JER_NP1_minus: -8.46265396e-02 + syst_JER_NP2_plus: 5.31107903e-02 + syst_JER_NP2_minus: -5.31107903e-02 + syst_JER_NP3_plus: 1.70412734e-02 + syst_JER_NP3_minus: -1.70412734e-02 + syst_JER_NP4_plus: 3.30360288e-02 + syst_JER_NP4_minus: -3.30360288e-02 + syst_JER_NP5_plus: 3.26541912e-02 + syst_JER_NP5_minus: -3.26541912e-02 + syst_JER_NP6_plus: 4.77297077e-02 + syst_JER_NP6_minus: -4.77297077e-02 + syst_JER_NP7_plus: 1.88019693e-02 + syst_JER_NP7_minus: -1.88019693e-02 + syst_JER_NP8_plus: 8.24486507e-03 + syst_JER_NP8_minus: -8.24486507e-03 + syst_JER_NoiseInSitu_plus: 3.41037601e-02 + syst_JER_NoiseInSitu_minus: -3.41037601e-02 + syst_JES_EtaIntercalibration_Modelling_plus: 3.33754401e-01 + syst_JES_EtaIntercalibration_Modelling_minus: -3.27036886e-01 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -75298,14 +75298,14 @@ bins: syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 - syst_JES_EtaIntercalibration_Stat101_plus: 0.00040884914088206174 - syst_JES_EtaIntercalibration_Stat101_minus: -0.0006567607783660653 - syst_JES_EtaIntercalibration_Stat102_plus: 0.007839692883015252 - syst_JES_EtaIntercalibration_Stat102_minus: -0.008770245407056749 - syst_JES_EtaIntercalibration_Stat103_plus: 0.00648204786313708 - syst_JES_EtaIntercalibration_Stat103_minus: -0.007141778489984129 - syst_JES_EtaIntercalibration_Stat104_plus: 0.0002796324476880321 - syst_JES_EtaIntercalibration_Stat104_minus: -0.00047291301525756294 + syst_JES_EtaIntercalibration_Stat101_plus: 4.08849141e-04 + syst_JES_EtaIntercalibration_Stat101_minus: -6.56760778e-04 + syst_JES_EtaIntercalibration_Stat102_plus: 7.83969288e-03 + syst_JES_EtaIntercalibration_Stat102_minus: -8.77024541e-03 + syst_JES_EtaIntercalibration_Stat103_plus: 6.48204786e-03 + syst_JES_EtaIntercalibration_Stat103_minus: -7.14177849e-03 + syst_JES_EtaIntercalibration_Stat104_plus: 2.79632448e-04 + syst_JES_EtaIntercalibration_Stat104_minus: -4.72913015e-04 syst_JES_EtaIntercalibration_Stat105_plus: 0.0 syst_JES_EtaIntercalibration_Stat105_minus: 0.0 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-2.40981991e-02 + syst_JES_Gjet_Stat7_plus: 2.07606551e-02 + syst_JES_Gjet_Stat7_minus: -2.15172594e-02 + syst_JES_Gjet_Stat8_plus: 5.38037550e-02 + syst_JES_Gjet_Stat8_minus: -5.10672517e-02 + syst_JES_Gjet_Stat9_plus: 5.96373859e-02 + syst_JES_Gjet_Stat9_minus: -5.47866334e-02 + syst_JES_Gjet_Veto_plus: 7.89484721e-03 + syst_JES_Gjet_Veto_minus: -7.59149840e-03 + syst_JES_Gjet_dPhi_plus: 3.14308964e-02 + syst_JES_Gjet_dPhi_minus: -3.29299628e-02 + syst_JES_LArESZee_plus: 4.73690833e-01 + syst_JES_LArESZee_minus: -4.72418041e-01 + syst_JES_LArESmaterial_plus: 6.78751799e-01 + syst_JES_LArESmaterial_minus: -6.61993369e-01 + syst_JES_LArESpresampler_plus: 2.63467987e-01 + syst_JES_LArESpresampler_minus: -2.57245447e-01 + syst_JES_LArEsmear_plus: 5.42280190e-02 + syst_JES_LArEsmear_minus: -5.06571298e-02 + syst_JES_MJB_Alpha_plus: 1.67513596e-03 syst_JES_MJB_Alpha_minus: 0.0 - syst_JES_MJB_Asym_plus: 0.006991871852372581 - syst_JES_MJB_Asym_minus: -0.009350072967629717 - syst_JES_MJB_Beta_plus: 0.004737615433949868 - syst_JES_MJB_Beta_minus: -0.003409668898881532 - syst_JES_MJB_Stat1_plus: 0.00504025713629771 - syst_JES_MJB_Stat1_minus: -0.00848740269458213 - syst_JES_MJB_Stat10_plus: 4.96671803105431e-05 + syst_JES_MJB_Asym_plus: 6.99187185e-03 + syst_JES_MJB_Asym_minus: -9.35007297e-03 + syst_JES_MJB_Beta_plus: 4.73761543e-03 + syst_JES_MJB_Beta_minus: -3.40966890e-03 + syst_JES_MJB_Stat1_plus: 5.04025714e-03 + syst_JES_MJB_Stat1_minus: -8.48740269e-03 + syst_JES_MJB_Stat10_plus: 4.96671803e-05 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: -0.006204154898130768 - syst_JES_MJB_Stat2_minus: 0.005202184589189429 - syst_JES_MJB_Stat3_plus: -0.0011271282092113566 - syst_JES_MJB_Stat3_minus: 0.0007914646201821026 - syst_JES_MJB_Stat4_plus: -0.00027082189719444767 - syst_JES_MJB_Stat4_minus: 4.767313918759703e-06 - syst_JES_MJB_Stat5_plus: 0.00029776266555765513 - syst_JES_MJB_Stat5_minus: -8.164962002361064e-05 - syst_JES_MJB_Stat6_plus: -0.00019445436482630056 - syst_JES_MJB_Stat6_minus: 8.358709260406177e-05 - syst_JES_MJB_Stat7_plus: 3.080157138848601e-05 - syst_JES_MJB_Stat7_minus: -1.9855558415718255e-12 - syst_JES_MJB_Stat8_plus: 3.0667221100060565e-05 - syst_JES_MJB_Stat8_minus: -2.853175862087719e-05 - syst_JES_MJB_Stat9_plus: 0.00010394469683442247 + syst_JES_MJB_Stat2_plus: -6.20415490e-03 + syst_JES_MJB_Stat2_minus: 5.20218459e-03 + syst_JES_MJB_Stat3_plus: -1.12712821e-03 + syst_JES_MJB_Stat3_minus: 7.91464620e-04 + syst_JES_MJB_Stat4_plus: -2.70821897e-04 + syst_JES_MJB_Stat4_minus: 4.76731392e-06 + syst_JES_MJB_Stat5_plus: 2.97762666e-04 + syst_JES_MJB_Stat5_minus: -8.16496200e-05 + syst_JES_MJB_Stat6_plus: -1.94454365e-04 + syst_JES_MJB_Stat6_minus: 8.35870926e-05 + syst_JES_MJB_Stat7_plus: 3.08015714e-05 + syst_JES_MJB_Stat7_minus: -1.98555584e-12 + syst_JES_MJB_Stat8_plus: 3.06672211e-05 + syst_JES_MJB_Stat8_minus: -2.85317586e-05 + syst_JES_MJB_Stat9_plus: 1.03944697e-04 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: 0.011539982668964456 - syst_JES_MJB_Threshold_minus: -0.012713779925734123 - syst_JES_Pileup_MuOffset_plus: -0.0251305750033699 - syst_JES_Pileup_MuOffset_minus: 0.02778858939385013 - syst_JES_Pileup_NPVOffset_plus: 0.030476302269140196 - syst_JES_Pileup_NPVOffset_minus: -0.02221729506488132 - syst_JES_Pileup_Pt_term_plus: 0.19395939007946997 - syst_JES_Pileup_Pt_term_minus: -0.19558573567619905 - syst_JES_Punch_through_plus: 0.04334564568673536 - syst_JES_Punch_through_minus: -0.04260318356648948 + syst_JES_MJB_Threshold_plus: 1.15399827e-02 + syst_JES_MJB_Threshold_minus: -1.27137799e-02 + syst_JES_Pileup_MuOffset_plus: -2.51305750e-02 + syst_JES_Pileup_MuOffset_minus: 2.77885894e-02 + syst_JES_Pileup_NPVOffset_plus: 3.04763023e-02 + syst_JES_Pileup_NPVOffset_minus: -2.22172951e-02 + syst_JES_Pileup_Pt_term_plus: 1.93959390e-01 + syst_JES_Pileup_Pt_term_minus: -1.95585736e-01 + syst_JES_Punch_through_plus: 4.33456457e-02 + syst_JES_Punch_through_minus: -4.26031836e-02 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.01844841592115702 - syst_JES_Zjet_JVF_minus: -0.019551502499808037 - syst_JES_Zjet_MC_plus: 0.3611194331519698 - syst_JES_Zjet_MC_minus: -0.355957553649308 - syst_JES_Zjet_MuScale_plus: 0.04756707317041905 - syst_JES_Zjet_MuScale_minus: -0.04708624055921219 - syst_JES_Zjet_MuSmearID_plus: 0.0025979103140793755 - syst_JES_Zjet_MuSmearID_minus: -0.0028269422005056982 - syst_JES_Zjet_MuSmearMS_plus: 0.000577776950907528 - syst_JES_Zjet_MuSmearMS_minus: -0.00026368011870446355 - syst_JES_Zjet_OOC_plus: 0.11900607127369595 - syst_JES_Zjet_OOC_minus: -0.11448058787410202 - syst_JES_Zjet_Stat1_plus: 0.0012353155467328984 - syst_JES_Zjet_Stat1_minus: -0.0007401993785460779 - syst_JES_Zjet_Stat10_plus: 0.04039701040918746 - syst_JES_Zjet_Stat10_minus: -0.04061621351135528 - syst_JES_Zjet_Stat11_plus: 0.16913994205982216 - syst_JES_Zjet_Stat11_minus: -0.16574582951012673 - syst_JES_Zjet_Stat2_plus: 0.0033255231919203324 - syst_JES_Zjet_Stat2_minus: -0.004011416769671284 - syst_JES_Zjet_Stat3_plus: 0.0005267238413058592 - syst_JES_Zjet_Stat3_minus: -0.0018370634175226505 - syst_JES_Zjet_Stat4_plus: 0.0012133952365161154 - syst_JES_Zjet_Stat4_minus: -0.002114249275747777 - syst_JES_Zjet_Stat5_plus: 0.0032307708832413355 - syst_JES_Zjet_Stat5_minus: -0.002112127955404217 - syst_JES_Zjet_Stat6_plus: 0.0024041630560342614 - syst_JES_Zjet_Stat6_minus: -0.0022570848455474597 - syst_JES_Zjet_Stat7_plus: 0.0023836569593798517 - syst_JES_Zjet_Stat7_minus: -0.003167131272934546 - syst_JES_Zjet_Stat8_plus: 0.004911563702121759 - syst_JES_Zjet_Stat8_minus: -0.004676097143986638 - syst_JES_Zjet_Stat9_plus: 0.0306601500322487 - syst_JES_Zjet_Stat9_minus: -0.030667221100060562 - syst_JES_Zjet_Veto_plus: 0.17543319241238242 - syst_JES_Zjet_Veto_minus: -0.1692106527379408 - syst_JES_Zjet_dPhi_plus: 0.005051570844796695 - syst_JES_Zjet_dPhi_minus: -0.006118594977607195 - syst_Unfolding_bias_plus: -0.0011052078989945736 - syst_Unfolding_bias_minus: 0.0011052078989945736 - syst_jetselection_BCH_plus: 0.09849997461928607 - syst_jetselection_BCH_minus: -0.09849997461928607 + syst_JES_Zjet_JVF_plus: 1.84484159e-02 + syst_JES_Zjet_JVF_minus: -1.95515025e-02 + syst_JES_Zjet_MC_plus: 3.61119433e-01 + syst_JES_Zjet_MC_minus: -3.55957554e-01 + syst_JES_Zjet_MuScale_plus: 4.75670732e-02 + syst_JES_Zjet_MuScale_minus: -4.70862406e-02 + syst_JES_Zjet_MuSmearID_plus: 2.59791031e-03 + syst_JES_Zjet_MuSmearID_minus: -2.82694220e-03 + syst_JES_Zjet_MuSmearMS_plus: 5.77776951e-04 + syst_JES_Zjet_MuSmearMS_minus: -2.63680119e-04 + syst_JES_Zjet_OOC_plus: 1.19006071e-01 + syst_JES_Zjet_OOC_minus: -1.14480588e-01 + syst_JES_Zjet_Stat1_plus: 1.23531555e-03 + syst_JES_Zjet_Stat1_minus: -7.40199379e-04 + syst_JES_Zjet_Stat10_plus: 4.03970104e-02 + syst_JES_Zjet_Stat10_minus: -4.06162135e-02 + syst_JES_Zjet_Stat11_plus: 1.69139942e-01 + syst_JES_Zjet_Stat11_minus: -1.65745830e-01 + syst_JES_Zjet_Stat2_plus: 3.32552319e-03 + syst_JES_Zjet_Stat2_minus: -4.01141677e-03 + syst_JES_Zjet_Stat3_plus: 5.26723841e-04 + syst_JES_Zjet_Stat3_minus: -1.83706342e-03 + syst_JES_Zjet_Stat4_plus: 1.21339524e-03 + syst_JES_Zjet_Stat4_minus: -2.11424928e-03 + syst_JES_Zjet_Stat5_plus: 3.23077088e-03 + syst_JES_Zjet_Stat5_minus: -2.11212796e-03 + syst_JES_Zjet_Stat6_plus: 2.40416306e-03 + syst_JES_Zjet_Stat6_minus: -2.25708485e-03 + syst_JES_Zjet_Stat7_plus: 2.38365696e-03 + syst_JES_Zjet_Stat7_minus: -3.16713127e-03 + syst_JES_Zjet_Stat8_plus: 4.91156370e-03 + syst_JES_Zjet_Stat8_minus: -4.67609714e-03 + syst_JES_Zjet_Stat9_plus: 3.06601500e-02 + syst_JES_Zjet_Stat9_minus: -3.06672211e-02 + syst_JES_Zjet_Veto_plus: 1.75433192e-01 + syst_JES_Zjet_Veto_minus: -1.69210653e-01 + syst_JES_Zjet_dPhi_plus: 5.05157084e-03 + syst_JES_Zjet_dPhi_minus: -6.11859498e-03 + syst_Unfolding_bias_plus: -1.10520790e-03 + syst_Unfolding_bias_minus: 1.10520790e-03 + syst_jetselection_BCH_plus: 9.84999746e-02 + syst_jetselection_BCH_minus: -9.84999746e-02 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.07319969398843139 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.07662209080937428 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.07661501974156242 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.07484725278859605 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.004287895521115224 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.004698724560984608 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.6758526614581021 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.7074603345771407 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.47376154339498683 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.4628013882865953 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.011144002871499989 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.01220466304327981 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -7.31996940e-02 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 7.66220908e-02 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.66150197e-02 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.48472528e-02 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.28789552e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.69872456e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.75852661e-01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 7.07460335e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.73761543e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.62801388e-01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.11440029e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.22046630e-02 luminosity_uncertainty: 0.6338 statistical_uncertainty: 0.2279 -- syst_JAR_plus: 0.0056038212409033885 - syst_JAR_minus: -0.0056038212409033885 - syst_JER_DataMC_Difference_plus: 0.006389416874801644 - syst_JER_DataMC_Difference_minus: -0.006389416874801644 - syst_JER_NP0_plus: 0.08227187399105479 - syst_JER_NP0_minus: -0.08227187399105479 - syst_JER_NP1_plus: 0.03700289785949203 - syst_JER_NP1_minus: -0.03700289785949203 - syst_JER_NP2_plus: 0.021630396436496488 - syst_JER_NP2_minus: -0.021630396436496488 - syst_JER_NP3_plus: 0.009010661712660175 - syst_JER_NP3_minus: -0.009010661712660175 - syst_JER_NP4_plus: 0.013887577182503793 - syst_JER_NP4_minus: -0.013887577182503793 - syst_JER_NP5_plus: 0.014835100269293765 - syst_JER_NP5_minus: -0.014835100269293765 - syst_JER_NP6_plus: 0.022167797590198265 - syst_JER_NP6_minus: -0.022167797590198265 - syst_JER_NP7_plus: 0.009878988839957255 - syst_JER_NP7_minus: -0.009878988839957255 - syst_JER_NP8_plus: 0.005324514062334702 - syst_JER_NP8_minus: -0.005324514062334702 - syst_JER_NoiseInSitu_plus: 0.01856155300614687 - syst_JER_NoiseInSitu_minus: -0.01856155300614687 - syst_JES_EtaIntercalibration_Modelling_plus: 0.18207999615553597 - syst_JES_EtaIntercalibration_Modelling_minus: -0.1851205553146381 +- syst_JAR_plus: 5.60382124e-03 + syst_JAR_minus: -5.60382124e-03 + syst_JER_DataMC_Difference_plus: 6.38941687e-03 + syst_JER_DataMC_Difference_minus: -6.38941687e-03 + syst_JER_NP0_plus: 8.22718740e-02 + syst_JER_NP0_minus: -8.22718740e-02 + syst_JER_NP1_plus: 3.70028979e-02 + syst_JER_NP1_minus: -3.70028979e-02 + syst_JER_NP2_plus: 2.16303964e-02 + syst_JER_NP2_minus: -2.16303964e-02 + syst_JER_NP3_plus: 9.01066171e-03 + syst_JER_NP3_minus: -9.01066171e-03 + syst_JER_NP4_plus: 1.38875772e-02 + syst_JER_NP4_minus: -1.38875772e-02 + syst_JER_NP5_plus: 1.48351003e-02 + syst_JER_NP5_minus: -1.48351003e-02 + syst_JER_NP6_plus: 2.21677976e-02 + syst_JER_NP6_minus: -2.21677976e-02 + syst_JER_NP7_plus: 9.87898884e-03 + syst_JER_NP7_minus: -9.87898884e-03 + syst_JER_NP8_plus: 5.32451406e-03 + syst_JER_NP8_minus: -5.32451406e-03 + syst_JER_NoiseInSitu_plus: 1.85615530e-02 + syst_JER_NoiseInSitu_minus: -1.85615530e-02 + syst_JES_EtaIntercalibration_Modelling_plus: 1.82079996e-01 + syst_JES_EtaIntercalibration_Modelling_minus: -1.85120555e-01 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4.56013163e-05 + syst_JES_MJB_Stat7_plus: 1.68008571e-05 + syst_JES_MJB_Stat7_minus: -5.34077752e-10 + syst_JES_MJB_Stat8_plus: 1.67301464e-05 + syst_JES_MJB_Stat8_minus: -1.55634203e-05 + syst_JES_MJB_Stat9_plus: 5.67028928e-05 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: 0.015733125881400682 - syst_JES_MJB_Threshold_minus: -0.017182694782833102 - syst_JES_Pileup_MuOffset_plus: -0.012331942263893388 - syst_JES_Pileup_MuOffset_minus: 0.012402652942012043 - syst_JES_Pileup_NPVOffset_plus: 0.016072537136370225 - syst_JES_Pileup_NPVOffset_minus: -0.01198545994111198 - syst_JES_Pileup_Pt_term_plus: 0.102813325984524 - syst_JES_Pileup_Pt_term_minus: -0.10578317446550752 - syst_JES_Punch_through_plus: 0.02900552016427218 - syst_JES_Punch_through_minus: -0.0275326167390606 + syst_JES_MJB_Threshold_plus: 1.57331259e-02 + syst_JES_MJB_Threshold_minus: -1.71826948e-02 + syst_JES_Pileup_MuOffset_plus: -1.23319423e-02 + syst_JES_Pileup_MuOffset_minus: 1.24026529e-02 + syst_JES_Pileup_NPVOffset_plus: 1.60725371e-02 + syst_JES_Pileup_NPVOffset_minus: -1.19854599e-02 + syst_JES_Pileup_Pt_term_plus: 1.02813326e-01 + syst_JES_Pileup_Pt_term_minus: -1.05783174e-01 + syst_JES_Punch_through_plus: 2.90055202e-02 + syst_JES_Punch_through_minus: -2.75326167e-02 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.00876600276636963 - syst_JES_Zjet_JVF_minus: -0.010854089091213505 - syst_JES_Zjet_MC_plus: 0.1735947147812974 - syst_JES_Zjet_MC_minus: -0.1776252234340607 - syst_JES_Zjet_MuScale_plus: 0.025363920241161457 - syst_JES_Zjet_MuScale_minus: -0.025865966055803907 - syst_JES_Zjet_MuSmearID_plus: 0.0015577562389539642 - syst_JES_Zjet_MuSmearID_minus: -0.0017239263325328027 - syst_JES_Zjet_MuSmearMS_plus: 0.0002607809809015987 - syst_JES_Zjet_MuSmearMS_minus: -0.0001438962299714624 - syst_JES_Zjet_OOC_plus: 0.07390680076961795 - syst_JES_Zjet_OOC_minus: -0.07593619723162333 - syst_JES_Zjet_Stat1_plus: 0.0005887371060159194 - syst_JES_Zjet_Stat1_minus: -0.00037292811639778515 - syst_JES_Zjet_Stat10_plus: 0.012925911960090089 - syst_JES_Zjet_Stat10_minus: -0.014707821048680186 - syst_JES_Zjet_Stat11_plus: 0.0925744197929428 - syst_JES_Zjet_Stat11_minus: -0.0938401409312667 - syst_JES_Zjet_Stat2_plus: 0.002573868683519033 - syst_JES_Zjet_Stat2_minus: -0.00345916637356459 - syst_JES_Zjet_Stat3_plus: 0.00027255430880835475 - syst_JES_Zjet_Stat3_minus: -0.0005666753744428991 - syst_JES_Zjet_Stat4_plus: 0.0006604377336282354 - syst_JES_Zjet_Stat4_minus: -0.0017324116139070412 - syst_JES_Zjet_Stat5_plus: 0.0023023396795433986 - syst_JES_Zjet_Stat5_minus: -0.0011617764414894975 - syst_JES_Zjet_Stat6_plus: 0.0013222896808188437 - syst_JES_Zjet_Stat6_minus: -0.0015379572490807406 - syst_JES_Zjet_Stat7_plus: 0.0013435028842544402 - syst_JES_Zjet_Stat7_minus: -0.0020237396077558987 - syst_JES_Zjet_Stat8_plus: 0.002647407788762434 - syst_JES_Zjet_Stat8_minus: -0.0027549587301809076 - syst_JES_Zjet_Stat9_plus: 0.013908790385939389 - syst_JES_Zjet_Stat9_minus: -0.015747268017024415 - syst_JES_Zjet_Veto_plus: 0.09210772931735967 - syst_JES_Zjet_Veto_minus: -0.09270169901355638 - syst_JES_Zjet_dPhi_plus: 0.0027351597403076845 - syst_JES_Zjet_dPhi_minus: -0.00397323300348721 - syst_Unfolding_bias_plus: 0.0049044926343098936 - syst_Unfolding_bias_minus: -0.0049044926343098936 - syst_jetselection_BCH_plus: 0.0656831489044184 - syst_jetselection_BCH_minus: -0.0656831489044184 + syst_JES_Zjet_JVF_plus: 8.76600277e-03 + syst_JES_Zjet_JVF_minus: -1.08540891e-02 + syst_JES_Zjet_MC_plus: 1.73594715e-01 + syst_JES_Zjet_MC_minus: -1.77625223e-01 + syst_JES_Zjet_MuScale_plus: 2.53639202e-02 + syst_JES_Zjet_MuScale_minus: -2.58659661e-02 + syst_JES_Zjet_MuSmearID_plus: 1.55775624e-03 + syst_JES_Zjet_MuSmearID_minus: -1.72392633e-03 + syst_JES_Zjet_MuSmearMS_plus: 2.60780981e-04 + syst_JES_Zjet_MuSmearMS_minus: -1.43896230e-04 + syst_JES_Zjet_OOC_plus: 7.39068008e-02 + syst_JES_Zjet_OOC_minus: -7.59361972e-02 + syst_JES_Zjet_Stat1_plus: 5.88737106e-04 + syst_JES_Zjet_Stat1_minus: -3.72928116e-04 + syst_JES_Zjet_Stat10_plus: 1.29259120e-02 + syst_JES_Zjet_Stat10_minus: -1.47078210e-02 + syst_JES_Zjet_Stat11_plus: 9.25744198e-02 + syst_JES_Zjet_Stat11_minus: -9.38401409e-02 + syst_JES_Zjet_Stat2_plus: 2.57386868e-03 + syst_JES_Zjet_Stat2_minus: -3.45916637e-03 + syst_JES_Zjet_Stat3_plus: 2.72554309e-04 + syst_JES_Zjet_Stat3_minus: -5.66675374e-04 + syst_JES_Zjet_Stat4_plus: 6.60437734e-04 + syst_JES_Zjet_Stat4_minus: -1.73241161e-03 + syst_JES_Zjet_Stat5_plus: 2.30233968e-03 + syst_JES_Zjet_Stat5_minus: -1.16177644e-03 + syst_JES_Zjet_Stat6_plus: 1.32228968e-03 + syst_JES_Zjet_Stat6_minus: -1.53795725e-03 + syst_JES_Zjet_Stat7_plus: 1.34350288e-03 + syst_JES_Zjet_Stat7_minus: -2.02373961e-03 + syst_JES_Zjet_Stat8_plus: 2.64740779e-03 + syst_JES_Zjet_Stat8_minus: -2.75495873e-03 + syst_JES_Zjet_Stat9_plus: 1.39087904e-02 + syst_JES_Zjet_Stat9_minus: -1.57472680e-02 + syst_JES_Zjet_Veto_plus: 9.21077293e-02 + syst_JES_Zjet_Veto_minus: -9.27016990e-02 + syst_JES_Zjet_dPhi_plus: 2.73515974e-03 + syst_JES_Zjet_dPhi_minus: -3.97323300e-03 + syst_Unfolding_bias_plus: 4.90449263e-03 + syst_Unfolding_bias_minus: -4.90449263e-03 + syst_jetselection_BCH_plus: 6.56831489e-02 + syst_jetselection_BCH_minus: -6.56831489e-02 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.04034044186669253 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.04150009698783847 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.038134268709390504 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.038070629099083715 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.005888785273721568 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0061072812691082105 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.33743135598222046 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.34711871888447615 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.23815356390362918 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.2378000105130359 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.015471496372361658 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.01604425286512276 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.03404419e-02 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.15000970e-02 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.81342687e-02 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.80706291e-02 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.88878527e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -6.10728127e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.37431356e-01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.47118719e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.38153564e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.37800011e-01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.54714964e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.60442529e-02 luminosity_uncertainty: 0.3458 statistical_uncertainty: 0.14472 -- syst_JAR_plus: 0.0030066180336051998 - syst_JAR_minus: -0.0030066180336051998 - syst_JER_DataMC_Difference_plus: 0.00334037243432525 - syst_JER_DataMC_Difference_minus: -0.00334037243432525 - syst_JER_NP0_plus: 0.042242559108084346 - syst_JER_NP0_minus: -0.042242559108084346 - syst_JER_NP1_plus: 0.01831406563273158 - syst_JER_NP1_minus: -0.01831406563273158 - syst_JER_NP2_plus: 0.008833885017363537 - syst_JER_NP2_minus: -0.008833885017363537 - syst_JER_NP3_plus: 0.004767313918759703 - syst_JER_NP3_minus: -0.004767313918759703 - syst_JER_NP4_plus: 0.005699280656363572 - syst_JER_NP4_minus: -0.005699280656363572 - syst_JER_NP5_plus: 0.0072471374003809244 - syst_JER_NP5_minus: -0.0072471374003809244 - syst_JER_NP6_plus: 0.009964548760480828 - syst_JER_NP6_minus: -0.009964548760480828 - syst_JER_NP7_plus: 0.0052142054044696014 - syst_JER_NP7_minus: -0.0052142054044696014 - syst_JER_NP8_plus: 0.0031819805153394634 - syst_JER_NP8_minus: -0.0031819805153394634 - syst_JER_NoiseInSitu_plus: 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+ syst_JES_Zjet_Stat6_minus: -1.31026887e-03 + syst_JES_Zjet_Stat7_plus: 9.57422582e-04 + syst_JES_Zjet_Stat7_minus: -1.53442172e-03 + syst_JES_Zjet_Stat8_plus: 1.46371104e-03 + syst_JES_Zjet_Stat8_minus: -1.82433550e-03 + syst_JES_Zjet_Stat9_plus: 6.57750728e-03 + syst_JES_Zjet_Stat9_minus: -7.27612878e-03 + syst_JES_Zjet_Veto_plus: 4.77014235e-02 + syst_JES_Zjet_Veto_minus: -4.79064844e-02 + syst_JES_Zjet_dPhi_plus: 1.64897301e-03 + syst_JES_Zjet_dPhi_minus: -2.47840927e-03 + syst_Unfolding_bias_plus: -2.10576399e-03 + syst_Unfolding_bias_minus: 2.10576399e-03 + syst_jetselection_BCH_plus: 4.26102546e-02 + syst_jetselection_BCH_minus: -4.26102546e-02 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 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-1.33784603e-03 + syst_JES_MJB_Alpha_plus: 2.01313301e-04 + syst_JES_MJB_Alpha_minus: -2.46285292e-04 + syst_JES_MJB_Asym_plus: 2.53356360e-03 + syst_JES_MJB_Asym_minus: -2.60780981e-03 + syst_JES_MJB_Beta_plus: 1.29188409e-03 + syst_JES_MJB_Beta_minus: -1.34350288e-03 + syst_JES_MJB_Stat1_plus: 2.74491781e-04 + syst_JES_MJB_Stat1_minus: -2.74725127e-04 + syst_JES_MJB_Stat10_plus: 7.45007705e-07 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 0.000731572675815602 - syst_JES_MJB_Stat2_minus: -0.0007578770480757415 - syst_JES_MJB_Stat3_plus: 0.0006576093065034892 - syst_JES_MJB_Stat3_minus: -0.0006966416008249867 - syst_JES_MJB_Stat4_plus: 3.9060578592744884e-05 - syst_JES_MJB_Stat4_minus: -2.561140761457675e-05 - syst_JES_MJB_Stat5_plus: -1.025304832720494e-05 - syst_JES_MJB_Stat5_minus: 1.692106527379408e-05 - syst_JES_MJB_Stat6_plus: -1.8314065632731578e-05 - syst_JES_MJB_Stat6_minus: 2.2768838354206826e-05 - syst_JES_MJB_Stat7_plus: 8.939951034541521e-06 + syst_JES_MJB_Stat2_plus: 7.31572676e-04 + syst_JES_MJB_Stat2_minus: -7.57877048e-04 + syst_JES_MJB_Stat3_plus: 6.57609307e-04 + syst_JES_MJB_Stat3_minus: -6.96641601e-04 + syst_JES_MJB_Stat4_plus: 3.90605786e-05 + syst_JES_MJB_Stat4_minus: -2.56114076e-05 + syst_JES_MJB_Stat5_plus: -1.02530483e-05 + syst_JES_MJB_Stat5_minus: 1.69210653e-05 + syst_JES_MJB_Stat6_plus: -1.83140656e-05 + syst_JES_MJB_Stat6_minus: 2.27688384e-05 + syst_JES_MJB_Stat7_plus: 8.93995103e-06 syst_JES_MJB_Stat7_minus: 0.0 - syst_JES_MJB_Stat8_plus: -2.6650854582920973e-06 - syst_JES_MJB_Stat8_minus: 2.487601656214274e-07 - syst_JES_MJB_Stat9_plus: 1.5591704525163373e-06 + syst_JES_MJB_Stat8_plus: -2.66508546e-06 + syst_JES_MJB_Stat8_minus: 2.48760166e-07 + syst_JES_MJB_Stat9_plus: 1.55917045e-06 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: 0.002763302590198909 - syst_JES_MJB_Threshold_minus: -0.002809405952332272 - syst_JES_Pileup_MuOffset_plus: -0.0003052579974382325 - syst_JES_Pileup_MuOffset_minus: 0.00029146941520509484 - syst_JES_Pileup_NPVOffset_plus: 0.000144391204718293 - syst_JES_Pileup_NPVOffset_minus: -0.0002281126476107802 - syst_JES_Pileup_Pt_term_plus: 0.002553362586864623 - syst_JES_Pileup_Pt_term_minus: -0.0024960869375885127 - syst_JES_Punch_through_plus: 0.0017720095936534879 - syst_JES_Punch_through_minus: -0.0015994755390439704 - syst_JES_SingleParticle_HighPt_plus: 1.7932227970890844e-23 + syst_JES_MJB_Threshold_plus: 2.76330259e-03 + syst_JES_MJB_Threshold_minus: -2.80940595e-03 + syst_JES_Pileup_MuOffset_plus: -3.05257997e-04 + syst_JES_Pileup_MuOffset_minus: 2.91469415e-04 + syst_JES_Pileup_NPVOffset_plus: 1.44391205e-04 + syst_JES_Pileup_NPVOffset_minus: -2.28112648e-04 + syst_JES_Pileup_Pt_term_plus: 2.55336259e-03 + syst_JES_Pileup_Pt_term_minus: -2.49608694e-03 + syst_JES_Punch_through_plus: 1.77200959e-03 + syst_JES_Punch_through_minus: -1.59947554e-03 + syst_JES_SingleParticle_HighPt_plus: 1.79322280e-23 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.00020378817433796298 - syst_JES_Zjet_JVF_minus: -0.00023652721830690014 - syst_JES_Zjet_MC_plus: 0.001906359882078932 - syst_JES_Zjet_MC_minus: -0.001934644153326394 - syst_JES_Zjet_MuScale_plus: 0.0004292138161802343 - syst_JES_Zjet_MuScale_minus: -0.00048267108883793733 - syst_JES_Zjet_MuSmearID_plus: 3.054701294725885e-05 - syst_JES_Zjet_MuSmearID_minus: -1.7175623715021238e-05 - syst_JES_Zjet_MuSmearMS_plus: 5.383203925173186e-06 - syst_JES_Zjet_MuSmearMS_minus: -3.9555553339575465e-06 - syst_JES_Zjet_OOC_plus: 0.0047885271221953 - syst_JES_Zjet_OOC_minus: -0.004712159589827152 - syst_JES_Zjet_Stat1_plus: 3.14591806949895e-06 - syst_JES_Zjet_Stat1_minus: -1.001546044872626e-05 - syst_JES_Zjet_Stat10_plus: 6.544980366662683e-05 - syst_JES_Zjet_Stat10_minus: -7.129050567922772e-05 - syst_JES_Zjet_Stat11_plus: 0.0008880554064921849 - syst_JES_Zjet_Stat11_minus: -0.0008963285558320676 - syst_JES_Zjet_Stat2_plus: 0.0002717411360099902 - syst_JES_Zjet_Stat2_minus: -0.00029854048301696033 - syst_JES_Zjet_Stat3_plus: 1.0861160159025368e-05 - syst_JES_Zjet_Stat3_minus: -1.2650140315427333e-06 - syst_JES_Zjet_Stat4_plus: 0.00015365430355183677 - syst_JES_Zjet_Stat4_minus: -0.00019707065991669077 - syst_JES_Zjet_Stat5_plus: 0.000201737564672522 - syst_JES_Zjet_Stat5_minus: -0.00023178960287295025 - syst_JES_Zjet_Stat6_plus: 0.00013908790385939388 - syst_JES_Zjet_Stat6_minus: -0.00016991775951912737 - syst_JES_Zjet_Stat7_plus: 0.00017317045071258547 - syst_JES_Zjet_Stat7_minus: -0.00020385888501608165 - syst_JES_Zjet_Stat8_plus: 0.00015726054813588816 - syst_JES_Zjet_Stat8_minus: -0.00018929248532363876 - syst_JES_Zjet_Stat9_plus: 0.00020491954518786146 - syst_JES_Zjet_Stat9_minus: -0.0002481237695183595 - syst_JES_Zjet_Veto_plus: 0.0018971674939235069 - syst_JES_Zjet_Veto_minus: -0.00195797867710555 - syst_JES_Zjet_dPhi_plus: 0.0002059094946815226 - syst_JES_Zjet_dPhi_minus: -0.00024175980848768059 - syst_Unfolding_bias_plus: -0.00010436896090313442 - syst_Unfolding_bias_minus: 0.00010436896090313442 - syst_jetselection_BCH_plus: 0.001829992349710785 - syst_jetselection_BCH_minus: -0.001829992349710785 + syst_JES_Zjet_JVF_plus: 2.03788174e-04 + syst_JES_Zjet_JVF_minus: -2.36527218e-04 + syst_JES_Zjet_MC_plus: 1.90635988e-03 + syst_JES_Zjet_MC_minus: -1.93464415e-03 + syst_JES_Zjet_MuScale_plus: 4.29213816e-04 + syst_JES_Zjet_MuScale_minus: -4.82671089e-04 + syst_JES_Zjet_MuSmearID_plus: 3.05470129e-05 + syst_JES_Zjet_MuSmearID_minus: -1.71756237e-05 + syst_JES_Zjet_MuSmearMS_plus: 5.38320393e-06 + syst_JES_Zjet_MuSmearMS_minus: -3.95555533e-06 + syst_JES_Zjet_OOC_plus: 4.78852712e-03 + syst_JES_Zjet_OOC_minus: -4.71215959e-03 + syst_JES_Zjet_Stat1_plus: 3.14591807e-06 + syst_JES_Zjet_Stat1_minus: -1.00154604e-05 + syst_JES_Zjet_Stat10_plus: 6.54498037e-05 + syst_JES_Zjet_Stat10_minus: -7.12905057e-05 + syst_JES_Zjet_Stat11_plus: 8.88055406e-04 + syst_JES_Zjet_Stat11_minus: -8.96328556e-04 + syst_JES_Zjet_Stat2_plus: 2.71741136e-04 + syst_JES_Zjet_Stat2_minus: -2.98540483e-04 + syst_JES_Zjet_Stat3_plus: 1.08611602e-05 + syst_JES_Zjet_Stat3_minus: -1.26501403e-06 + syst_JES_Zjet_Stat4_plus: 1.53654304e-04 + syst_JES_Zjet_Stat4_minus: -1.97070660e-04 + syst_JES_Zjet_Stat5_plus: 2.01737565e-04 + syst_JES_Zjet_Stat5_minus: -2.31789603e-04 + syst_JES_Zjet_Stat6_plus: 1.39087904e-04 + syst_JES_Zjet_Stat6_minus: -1.69917760e-04 + syst_JES_Zjet_Stat7_plus: 1.73170451e-04 + syst_JES_Zjet_Stat7_minus: -2.03858885e-04 + syst_JES_Zjet_Stat8_plus: 1.57260548e-04 + syst_JES_Zjet_Stat8_minus: -1.89292485e-04 + syst_JES_Zjet_Stat9_plus: 2.04919545e-04 + syst_JES_Zjet_Stat9_minus: -2.48123770e-04 + syst_JES_Zjet_Veto_plus: 1.89716749e-03 + syst_JES_Zjet_Veto_minus: -1.95797868e-03 + syst_JES_Zjet_dPhi_plus: 2.05909495e-04 + syst_JES_Zjet_dPhi_minus: -2.41759808e-04 + syst_Unfolding_bias_plus: -1.04368961e-04 + syst_Unfolding_bias_minus: 1.04368961e-04 + syst_jetselection_BCH_plus: 1.82999235e-03 + syst_jetselection_BCH_minus: -1.82999235e-03 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0011603622279271245 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0011879393923933997 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0007365931339620265 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0007241480546131433 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0008092837110680035 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0008266078272070739 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.00642477221386097 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.006573971744691332 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.004965303817491936 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.004881158110530737 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0023136533880423835 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0023631508627254415 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.16036223e-03 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.18793939e-03 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.36593134e-04 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.24148055e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 8.09283711e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -8.26607827e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.42477221e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.57397174e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.96530382e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.88115811e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.31365339e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.36315086e-03 luminosity_uncertainty: 0.009506 statistical_uncertainty: 0.004121 -- syst_JAR_plus: 0.00011575338008023782 - syst_JAR_minus: -0.00011575338008023782 - syst_JER_DataMC_Difference_plus: 8.379922463841775e-05 - syst_JER_DataMC_Difference_minus: -8.379922463841775e-05 - syst_JER_NP0_plus: 0.001242386614544764 - syst_JER_NP0_minus: -0.001242386614544764 - syst_JER_NP1_plus: 0.0008816207347833874 - syst_JER_NP1_minus: -0.0008816207347833874 - syst_JER_NP2_plus: 0.00017472608563119587 - syst_JER_NP2_minus: -0.00017472608563119587 - syst_JER_NP3_plus: 0.00023285026304473006 - syst_JER_NP3_minus: -0.00023285026304473006 - syst_JER_NP4_plus: 0.0001420577523403774 - syst_JER_NP4_minus: -0.0001420577523403774 - syst_JER_NP5_plus: 0.0002535684917334959 - syst_JER_NP5_minus: -0.0002535684917334959 - syst_JER_NP6_plus: 0.0003000961179355708 - syst_JER_NP6_minus: -0.0003000961179355708 - syst_JER_NP7_plus: 0.0002843983473932294 - syst_JER_NP7_minus: -0.0002843983473932294 - syst_JER_NP8_plus: 0.00017592816715921299 - syst_JER_NP8_minus: -0.00017592816715921299 - syst_JER_NoiseInSitu_plus: 0.00023256742033225548 - syst_JER_NoiseInSitu_minus: -0.00023256742033225548 - syst_JES_EtaIntercalibration_Modelling_plus: 0.0035468476144317218 - syst_JES_EtaIntercalibration_Modelling_minus: -0.003433003422660688 +- syst_JAR_plus: 1.15753380e-04 + syst_JAR_minus: -1.15753380e-04 + syst_JER_DataMC_Difference_plus: 8.37992246e-05 + syst_JER_DataMC_Difference_minus: -8.37992246e-05 + syst_JER_NP0_plus: 1.24238661e-03 + syst_JER_NP0_minus: -1.24238661e-03 + syst_JER_NP1_plus: 8.81620735e-04 + syst_JER_NP1_minus: -8.81620735e-04 + syst_JER_NP2_plus: 1.74726086e-04 + syst_JER_NP2_minus: -1.74726086e-04 + syst_JER_NP3_plus: 2.32850263e-04 + syst_JER_NP3_minus: -2.32850263e-04 + syst_JER_NP4_plus: 1.42057752e-04 + syst_JER_NP4_minus: -1.42057752e-04 + syst_JER_NP5_plus: 2.53568492e-04 + syst_JER_NP5_minus: -2.53568492e-04 + syst_JER_NP6_plus: 3.00096118e-04 + syst_JER_NP6_minus: -3.00096118e-04 + syst_JER_NP7_plus: 2.84398347e-04 + syst_JER_NP7_minus: -2.84398347e-04 + syst_JER_NP8_plus: 1.75928167e-04 + syst_JER_NP8_minus: -1.75928167e-04 + syst_JER_NoiseInSitu_plus: 2.32567420e-04 + syst_JER_NoiseInSitu_minus: -2.32567420e-04 + syst_JES_EtaIntercalibration_Modelling_plus: 3.54684761e-03 + syst_JES_EtaIntercalibration_Modelling_minus: -3.43300342e-03 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -80674,14 +80674,14 @@ bins: syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 - syst_JES_EtaIntercalibration_Stat101_plus: 2.8807530265539948e-06 - syst_JES_EtaIntercalibration_Stat101_minus: -5.874643138097836e-07 - syst_JES_EtaIntercalibration_Stat102_plus: 2.3440589796334048e-05 - syst_JES_EtaIntercalibration_Stat102_minus: -2.1609183233060892e-05 - syst_JES_EtaIntercalibration_Stat103_plus: 1.862519261645366e-05 - syst_JES_EtaIntercalibration_Stat103_minus: -1.0083342699720167e-05 - syst_JES_EtaIntercalibration_Stat104_plus: 1.4446191539641165e-07 - syst_JES_EtaIntercalibration_Stat104_minus: -3.679783689294793e-06 + syst_JES_EtaIntercalibration_Stat101_plus: 2.88075303e-06 + 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syst_JES_Gjet_Purity_minus: -4.51487680e-04 + syst_JES_Gjet_Stat1_plus: 3.32693741e-04 + syst_JES_Gjet_Stat1_minus: -3.36229274e-04 + syst_JES_Gjet_Stat10_plus: 5.78413347e-04 + syst_JES_Gjet_Stat10_minus: -5.75867763e-04 + syst_JES_Gjet_Stat11_plus: 8.61821745e-04 + syst_JES_Gjet_Stat11_minus: -8.68185706e-04 + syst_JES_Gjet_Stat12_plus: 2.13263405e-03 + syst_JES_Gjet_Stat12_minus: -2.09020765e-03 + syst_JES_Gjet_Stat13_plus: 5.40017449e-04 + syst_JES_Gjet_Stat13_minus: -5.17319321e-04 + syst_JES_Gjet_Stat2_plus: 1.40855671e-04 + syst_JES_Gjet_Stat2_minus: -1.55634203e-04 + syst_JES_Gjet_Stat3_plus: 1.66523647e-04 + syst_JES_Gjet_Stat3_minus: -1.81797153e-04 + syst_JES_Gjet_Stat4_plus: 1.14409877e-04 + syst_JES_Gjet_Stat4_minus: -1.10520790e-04 + syst_JES_Gjet_Stat5_plus: 1.15258405e-04 + syst_JES_Gjet_Stat5_minus: -1.40502117e-04 + syst_JES_Gjet_Stat6_plus: 1.14622009e-04 + syst_JES_Gjet_Stat6_minus: -1.40784960e-04 + syst_JES_Gjet_Stat7_plus: 7.39209429e-05 + syst_JES_Gjet_Stat7_minus: -8.44356207e-05 + syst_JES_Gjet_Stat8_plus: 2.27971226e-04 + syst_JES_Gjet_Stat8_minus: -2.45931738e-04 + syst_JES_Gjet_Stat9_plus: 5.04237846e-04 + syst_JES_Gjet_Stat9_minus: -4.98863834e-04 + syst_JES_Gjet_Veto_plus: 1.32370389e-04 + syst_JES_Gjet_Veto_minus: -1.49199531e-04 + syst_JES_Gjet_dPhi_plus: 5.37613286e-04 + syst_JES_Gjet_dPhi_minus: -5.36411204e-04 + syst_JES_LArESZee_plus: 6.33921229e-03 + syst_JES_LArESZee_minus: -6.13415133e-03 + syst_JES_LArESmaterial_plus: 1.03025458e-02 + syst_JES_LArESmaterial_minus: -9.98151932e-03 + syst_JES_LArESpresampler_plus: 3.18975869e-03 + syst_JES_LArESpresampler_minus: -3.06601500e-03 + syst_JES_LArEsmear_plus: 7.51442376e-04 + syst_JES_LArEsmear_minus: -7.35673895e-04 + syst_JES_MJB_Alpha_plus: 1.11510739e-04 + syst_JES_MJB_Alpha_minus: -1.39724300e-04 + syst_JES_MJB_Asym_plus: 1.64755880e-03 + syst_JES_MJB_Asym_minus: -1.61078925e-03 + syst_JES_MJB_Beta_plus: 8.26961381e-04 + syst_JES_MJB_Beta_minus: -8.18122546e-04 + syst_JES_MJB_Stat1_plus: 1.17521147e-04 + syst_JES_MJB_Stat1_minus: -1.17945411e-04 + syst_JES_MJB_Stat10_plus: 3.97323300e-07 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 0.00040708137392909537 - syst_JES_MJB_Stat2_minus: -0.0004078591913884006 - syst_JES_MJB_Stat3_plus: 0.0004869844402031752 - syst_JES_MJB_Stat3_minus: -0.0004765192598416143 - syst_JES_MJB_Stat4_plus: 4.255368609180643e-05 - syst_JES_MJB_Stat4_minus: -4.051721856198917e-05 - syst_JES_MJB_Stat5_plus: 1.0040916292848974e-05 - syst_JES_MJB_Stat5_minus: -4.089198515601805e-06 - syst_JES_MJB_Stat6_plus: -7.365931339620266e-06 - syst_JES_MJB_Stat6_minus: 1.5577562389539642e-05 - syst_JES_MJB_Stat7_plus: 1.0260119395016804e-05 + syst_JES_MJB_Stat2_plus: 4.07081374e-04 + syst_JES_MJB_Stat2_minus: -4.07859191e-04 + syst_JES_MJB_Stat3_plus: 4.86984440e-04 + syst_JES_MJB_Stat3_minus: -4.76519260e-04 + syst_JES_MJB_Stat4_plus: 4.25536861e-05 + syst_JES_MJB_Stat4_minus: -4.05172186e-05 + syst_JES_MJB_Stat5_plus: 1.00409163e-05 + syst_JES_MJB_Stat5_minus: -4.08919852e-06 + syst_JES_MJB_Stat6_plus: -7.36593134e-06 + syst_JES_MJB_Stat6_minus: 1.55775624e-05 + syst_JES_MJB_Stat7_plus: 1.02601194e-05 syst_JES_MJB_Stat7_minus: 0.0 - syst_JES_MJB_Stat8_plus: -4.418003168853549e-06 - syst_JES_MJB_Stat8_minus: 1.9311086194204613e-06 - syst_JES_MJB_Stat9_plus: 8.36224479431211e-07 + syst_JES_MJB_Stat8_plus: -4.41800317e-06 + syst_JES_MJB_Stat8_minus: 1.93110862e-06 + syst_JES_MJB_Stat9_plus: 8.36224479e-07 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: 0.001682914139223983 - syst_JES_MJB_Threshold_minus: -0.0016440232662587229 - syst_JES_Pileup_MuOffset_plus: -0.0001431184125121572 - syst_JES_Pileup_MuOffset_minus: 0.00014870455608353094 - syst_JES_Pileup_NPVOffset_plus: 7.06187542371005e-05 - syst_JES_Pileup_NPVOffset_minus: -0.00011836967517062806 - syst_JES_Pileup_Pt_term_plus: 0.0013222896808188437 - syst_JES_Pileup_Pt_term_minus: -0.0012572358569496816 - syst_JES_Punch_through_plus: 0.0011179358210559316 - syst_JES_Punch_through_minus: -0.0010429825022501575 - syst_JES_SingleParticle_HighPt_plus: 3.3106739495154155e-19 + syst_JES_MJB_Threshold_plus: 1.68291414e-03 + syst_JES_MJB_Threshold_minus: -1.64402327e-03 + syst_JES_Pileup_MuOffset_plus: -1.43118413e-04 + syst_JES_Pileup_MuOffset_minus: 1.48704556e-04 + syst_JES_Pileup_NPVOffset_plus: 7.06187542e-05 + syst_JES_Pileup_NPVOffset_minus: -1.18369675e-04 + syst_JES_Pileup_Pt_term_plus: 1.32228968e-03 + syst_JES_Pileup_Pt_term_minus: -1.25723586e-03 + syst_JES_Punch_through_plus: 1.11793582e-03 + syst_JES_Punch_through_minus: -1.04298250e-03 + syst_JES_SingleParticle_HighPt_plus: 3.31067395e-19 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.00010910657633708428 - syst_JES_Zjet_JVF_minus: -0.0001359766340221731 - syst_JES_Zjet_MC_plus: 0.0009141476467179686 - syst_JES_Zjet_MC_minus: -0.0008973185053257287 - syst_JES_Zjet_MuScale_plus: 0.0002279712262545429 - syst_JES_Zjet_MuScale_minus: -0.0002470631093465797 - syst_JES_Zjet_MuSmearID_plus: 1.4820958133670035e-05 - syst_JES_Zjet_MuSmearID_minus: -8.436491006336698e-06 - syst_JES_Zjet_MuSmearMS_plus: 2.870853531617383e-06 - syst_JES_Zjet_MuSmearMS_minus: -2.109299528279471e-06 - syst_JES_Zjet_OOC_plus: 0.002734028369457786 - syst_JES_Zjet_OOC_minus: -0.0026240732649832777 + syst_JES_Zjet_JVF_plus: 1.09106576e-04 + syst_JES_Zjet_JVF_minus: -1.35976634e-04 + syst_JES_Zjet_MC_plus: 9.14147647e-04 + syst_JES_Zjet_MC_minus: -8.97318505e-04 + syst_JES_Zjet_MuScale_plus: 2.27971226e-04 + syst_JES_Zjet_MuScale_minus: -2.47063109e-04 + syst_JES_Zjet_MuSmearID_plus: 1.48209581e-05 + syst_JES_Zjet_MuSmearID_minus: -8.43649101e-06 + syst_JES_Zjet_MuSmearMS_plus: 2.87085353e-06 + syst_JES_Zjet_MuSmearMS_minus: -2.10929953e-06 + syst_JES_Zjet_OOC_plus: 2.73402837e-03 + syst_JES_Zjet_OOC_minus: -2.62407326e-03 syst_JES_Zjet_Stat1_plus: 0.0 - syst_JES_Zjet_Stat1_minus: -5.3414846250831795e-06 - syst_JES_Zjet_Stat10_plus: 3.250569873114559e-05 - syst_JES_Zjet_Stat10_minus: -4.9780317395532946e-05 - syst_JES_Zjet_Stat11_plus: 0.0003831104540468715 - syst_JES_Zjet_Stat11_minus: -0.00037900923471598946 - syst_JES_Zjet_Stat2_plus: 0.0001609375033980582 - syst_JES_Zjet_Stat2_minus: -0.00017741309139970477 - syst_JES_Zjet_Stat3_plus: 7.307241476781781e-06 - syst_JES_Zjet_Stat3_minus: -6.726706809427626e-07 - syst_JES_Zjet_Stat4_plus: 8.674785991596565e-05 - syst_JES_Zjet_Stat4_minus: -0.00011801612178003476 - syst_JES_Zjet_Stat5_plus: 0.00011858180720498402 - syst_JES_Zjet_Stat5_minus: -0.0001414213562373095 - syst_JES_Zjet_Stat6_plus: 7.996670588438665e-05 - syst_JES_Zjet_Stat6_minus: -0.00010451038225937171 - syst_JES_Zjet_Stat7_plus: 0.0001000909648769558 - syst_JES_Zjet_Stat7_minus: -0.00012621856044179873 - syst_JES_Zjet_Stat8_plus: 9.061573400905606e-05 - syst_JES_Zjet_Stat8_minus: -0.00011900607127369594 - syst_JES_Zjet_Stat9_plus: 0.00010854089091213503 - syst_JES_Zjet_Stat9_minus: -0.00013823937572197005 - syst_JES_Zjet_Veto_plus: 0.0010161124445650686 - syst_JES_Zjet_Veto_minus: -0.0010026774157225243 - syst_JES_Zjet_dPhi_plus: 0.00012310729060457793 - syst_JES_Zjet_dPhi_minus: -0.00014651252506185262 - syst_Unfolding_bias_plus: 4.7552931034795315e-05 - syst_Unfolding_bias_minus: -4.7552931034795315e-05 - syst_jetselection_BCH_plus: 0.0010931870837144024 - syst_jetselection_BCH_minus: -0.0010931870837144024 + syst_JES_Zjet_Stat1_minus: -5.34148463e-06 + syst_JES_Zjet_Stat10_plus: 3.25056987e-05 + syst_JES_Zjet_Stat10_minus: -4.97803174e-05 + syst_JES_Zjet_Stat11_plus: 3.83110454e-04 + syst_JES_Zjet_Stat11_minus: -3.79009235e-04 + syst_JES_Zjet_Stat2_plus: 1.60937503e-04 + syst_JES_Zjet_Stat2_minus: -1.77413091e-04 + syst_JES_Zjet_Stat3_plus: 7.30724148e-06 + syst_JES_Zjet_Stat3_minus: -6.72670681e-07 + syst_JES_Zjet_Stat4_plus: 8.67478599e-05 + syst_JES_Zjet_Stat4_minus: -1.18016122e-04 + syst_JES_Zjet_Stat5_plus: 1.18581807e-04 + syst_JES_Zjet_Stat5_minus: -1.41421356e-04 + syst_JES_Zjet_Stat6_plus: 7.99667059e-05 + syst_JES_Zjet_Stat6_minus: -1.04510382e-04 + syst_JES_Zjet_Stat7_plus: 1.00090965e-04 + syst_JES_Zjet_Stat7_minus: -1.26218560e-04 + syst_JES_Zjet_Stat8_plus: 9.06157340e-05 + syst_JES_Zjet_Stat8_minus: -1.19006071e-04 + syst_JES_Zjet_Stat9_plus: 1.08540891e-04 + syst_JES_Zjet_Stat9_minus: -1.38239376e-04 + syst_JES_Zjet_Veto_plus: 1.01611244e-03 + syst_JES_Zjet_Veto_minus: -1.00267742e-03 + syst_JES_Zjet_dPhi_plus: 1.23107291e-04 + syst_JES_Zjet_dPhi_minus: -1.46512525e-04 + syst_Unfolding_bias_plus: 4.75529310e-05 + syst_Unfolding_bias_minus: -4.75529310e-05 + syst_jetselection_BCH_plus: 1.09318708e-03 + syst_jetselection_BCH_minus: -1.09318708e-03 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0006115059443701263 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0006359718389991808 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0003771707570849044 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0003634528855298854 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0004855702266408022 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.00047404438610746145 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.003215921640836418 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0033446150750123696 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.002582353964893271 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0024883087629954605 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0014120922420295353 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0013788582233137676 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.11505944e-04 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.35971839e-04 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.77170757e-04 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.63452886e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.85570227e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.74044386e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.21592164e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.34461508e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.58235396e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.48830876e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.41209224e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.37885822e-03 luminosity_uncertainty: 0.00507 statistical_uncertainty: 0.002756 -- syst_JAR_plus: 7.344011029403483e-05 - syst_JAR_minus: -7.344011029403483e-05 - syst_JER_DataMC_Difference_plus: 4.477400138473218e-05 - syst_JER_DataMC_Difference_minus: -4.477400138473218e-05 - syst_JER_NP0_plus: 0.0007640995877501831 - syst_JER_NP0_minus: -0.0007640995877501831 - syst_JER_NP1_plus: 0.000575514209207731 - syst_JER_NP1_minus: -0.000575514209207731 - syst_JER_NP2_plus: 9.807571055057415e-05 - syst_JER_NP2_minus: -9.807571055057415e-05 - syst_JER_NP3_plus: 0.00014106780284671623 - syst_JER_NP3_minus: -0.00014106780284671623 - syst_JER_NP4_plus: 0.0001050053570062023 - syst_JER_NP4_minus: -0.0001050053570062023 - syst_JER_NP5_plus: 0.00014262343776532663 - syst_JER_NP5_minus: -0.00014262343776532663 - syst_JER_NP6_plus: 0.00017981725445573903 - syst_JER_NP6_minus: -0.00017981725445573903 - syst_JER_NP7_plus: 0.00020223253941935258 - syst_JER_NP7_minus: -0.00020223253941935258 - syst_JER_NP8_plus: 0.00012635998179803603 - syst_JER_NP8_minus: -0.00012635998179803603 - syst_JER_NoiseInSitu_plus: 0.00018101933598375615 - syst_JER_NoiseInSitu_minus: -0.00018101933598375615 - syst_JES_EtaIntercalibration_Modelling_plus: 0.001967171065260975 - syst_JES_EtaIntercalibration_Modelling_minus: -0.0018490842328028217 +- syst_JAR_plus: 7.34401103e-05 + syst_JAR_minus: -7.34401103e-05 + syst_JER_DataMC_Difference_plus: 4.47740014e-05 + syst_JER_DataMC_Difference_minus: -4.47740014e-05 + syst_JER_NP0_plus: 7.64099588e-04 + syst_JER_NP0_minus: -7.64099588e-04 + syst_JER_NP1_plus: 5.75514209e-04 + syst_JER_NP1_minus: -5.75514209e-04 + syst_JER_NP2_plus: 9.80757106e-05 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+ syst_JES_Pileup_Pt_term_minus: -3.56028264e-05 + syst_JES_Punch_through_plus: 8.88338249e-05 + syst_JES_Punch_through_minus: -8.64720883e-05 + syst_JES_SingleParticle_HighPt_plus: 8.29860518e-10 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 3.3403724343252505e-06 - syst_JES_Zjet_JVF_minus: -3.603416156926646e-06 - syst_JES_Zjet_MC_plus: 1.9756563466352138e-05 - syst_JES_Zjet_MC_minus: -2.1071782079359114e-05 - syst_JES_Zjet_MuScale_plus: 7.2407734393502465e-06 - syst_JES_Zjet_MuScale_minus: -8.202438661763952e-06 - syst_JES_Zjet_MuSmearID_plus: 7.096523655988191e-07 - syst_JES_Zjet_MuSmearID_minus: -4.850752518939715e-07 - syst_JES_Zjet_MuSmearMS_plus: 8.903181481919819e-08 - syst_JES_Zjet_MuSmearMS_minus: -2.3688077169749341e-07 - syst_JES_Zjet_OOC_plus: 8.885503812390157e-05 - syst_JES_Zjet_OOC_minus: -9.805449734713854e-05 - syst_JES_Zjet_Stat1_plus: 1.1865251788310266e-06 - syst_JES_Zjet_Stat1_minus: -8.358709260406179e-07 - syst_JES_Zjet_Stat10_plus: 1.3258252147247765e-06 - syst_JES_Zjet_Stat10_minus: -1.1780398974567881e-06 - syst_JES_Zjet_Stat11_plus: 4.336685889017096e-06 - syst_JES_Zjet_Stat11_minus: -4.80903321884971e-06 - syst_JES_Zjet_Stat2_plus: 6.351233108617569e-06 - syst_JES_Zjet_Stat2_minus: -6.884391621632226e-06 - syst_JES_Zjet_Stat3_plus: 2.954999238578582e-07 - syst_JES_Zjet_Stat3_minus: -2.0845507909379418e-08 - syst_JES_Zjet_Stat4_plus: 3.615436972206817e-06 - syst_JES_Zjet_Stat4_minus: -3.7526156877570074e-06 - syst_JES_Zjet_Stat5_plus: 4.881158110530737e-06 - syst_JES_Zjet_Stat5_minus: -5.065712980420426e-06 - syst_JES_Zjet_Stat6_plus: 2.7290079113113613e-06 - syst_JES_Zjet_Stat6_minus: -2.9585347724845148e-06 - syst_JES_Zjet_Stat7_plus: 3.875652267683466e-06 - syst_JES_Zjet_Stat7_minus: -3.880602015151772e-06 - syst_JES_Zjet_Stat8_plus: 3.962626401769412e-06 - syst_JES_Zjet_Stat8_minus: -3.886965976182451e-06 - syst_JES_Zjet_Stat9_plus: 3.662813126546316e-06 - syst_JES_Zjet_Stat9_minus: -3.740594872476836e-06 - syst_JES_Zjet_Veto_plus: 2.8934809486153524e-05 - syst_JES_Zjet_Veto_minus: -3.056822615069445e-05 - syst_JES_Zjet_dPhi_plus: 4.890350498686162e-06 - syst_JES_Zjet_dPhi_minus: -4.423660023103041e-06 - syst_Unfolding_bias_plus: 3.1275332931880994e-06 - syst_Unfolding_bias_minus: -3.1275332931880994e-06 - syst_jetselection_BCH_plus: 5.707058830956625e-05 - syst_jetselection_BCH_minus: -5.707058830956625e-05 + syst_JES_Zjet_JVF_plus: 3.34037243e-06 + syst_JES_Zjet_JVF_minus: -3.60341616e-06 + syst_JES_Zjet_MC_plus: 1.97565635e-05 + syst_JES_Zjet_MC_minus: -2.10717821e-05 + syst_JES_Zjet_MuScale_plus: 7.24077344e-06 + syst_JES_Zjet_MuScale_minus: -8.20243866e-06 + syst_JES_Zjet_MuSmearID_plus: 7.09652366e-07 + syst_JES_Zjet_MuSmearID_minus: -4.85075252e-07 + syst_JES_Zjet_MuSmearMS_plus: 8.90318148e-08 + syst_JES_Zjet_MuSmearMS_minus: -2.36880772e-07 + syst_JES_Zjet_OOC_plus: 8.88550381e-05 + syst_JES_Zjet_OOC_minus: -9.80544973e-05 + syst_JES_Zjet_Stat1_plus: 1.18652518e-06 + syst_JES_Zjet_Stat1_minus: -8.35870926e-07 + syst_JES_Zjet_Stat10_plus: 1.32582521e-06 + syst_JES_Zjet_Stat10_minus: -1.17803990e-06 + syst_JES_Zjet_Stat11_plus: 4.33668589e-06 + syst_JES_Zjet_Stat11_minus: -4.80903322e-06 + syst_JES_Zjet_Stat2_plus: 6.35123311e-06 + syst_JES_Zjet_Stat2_minus: -6.88439162e-06 + syst_JES_Zjet_Stat3_plus: 2.95499924e-07 + syst_JES_Zjet_Stat3_minus: -2.08455079e-08 + syst_JES_Zjet_Stat4_plus: 3.61543697e-06 + syst_JES_Zjet_Stat4_minus: -3.75261569e-06 + syst_JES_Zjet_Stat5_plus: 4.88115811e-06 + syst_JES_Zjet_Stat5_minus: -5.06571298e-06 + syst_JES_Zjet_Stat6_plus: 2.72900791e-06 + syst_JES_Zjet_Stat6_minus: -2.95853477e-06 + syst_JES_Zjet_Stat7_plus: 3.87565227e-06 + syst_JES_Zjet_Stat7_minus: -3.88060202e-06 + syst_JES_Zjet_Stat8_plus: 3.96262640e-06 + syst_JES_Zjet_Stat8_minus: -3.88696598e-06 + syst_JES_Zjet_Stat9_plus: 3.66281313e-06 + syst_JES_Zjet_Stat9_minus: -3.74059487e-06 + syst_JES_Zjet_Veto_plus: 2.89348095e-05 + syst_JES_Zjet_Veto_minus: -3.05682262e-05 + syst_JES_Zjet_dPhi_plus: 4.89035050e-06 + syst_JES_Zjet_dPhi_minus: -4.42366002e-06 + syst_Unfolding_bias_plus: 3.12753329e-06 + syst_Unfolding_bias_minus: -3.12753329e-06 + syst_jetselection_BCH_plus: 5.70705883e-05 + syst_jetselection_BCH_minus: -5.70705883e-05 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.9678781720421617e-05 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.845548698896889e-05 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.99298404313051e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.685948688693327e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.7727071103886902e-05 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.064600789662497e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -8.376386929935841e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 7.855249232201355e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.748627119644408e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.268350603816521e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 8.907424122606937e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -9.846461928022673e-05 - luminosity_uncertainty: 0.0001572 - statistical_uncertainty: 9.5534e-05 -- syst_JAR_plus: 2.6438722548565012e-06 - syst_JAR_minus: -2.6438722548565012e-06 - syst_JER_DataMC_Difference_plus: 2.581646858112085e-06 - syst_JER_DataMC_Difference_minus: -2.581646858112085e-06 - syst_JER_NP0_plus: 2.3758787847867994e-05 - syst_JER_NP0_minus: -2.3758787847867994e-05 - syst_JER_NP1_plus: 2.4883087629954605e-05 - syst_JER_NP1_minus: -2.4883087629954605e-05 - syst_JER_NP2_plus: 1.050053570062023e-05 - syst_JER_NP2_minus: -1.050053570062023e-05 - syst_JER_NP3_plus: 4.389718897606087e-06 - syst_JER_NP3_minus: -4.389718897606087e-06 - syst_JER_NP4_plus: 8.813378920709127e-06 - syst_JER_NP4_minus: -8.813378920709127e-06 - syst_JER_NP5_plus: 5.5118973593491385e-06 - syst_JER_NP5_minus: -5.5118973593491385e-06 - syst_JER_NP6_plus: 7.222388663039396e-06 - syst_JER_NP6_minus: -7.222388663039396e-06 - syst_JER_NP7_plus: 4.643570232052057e-06 - syst_JER_NP7_minus: -4.643570232052057e-06 - syst_JER_NP8_plus: 3.901108111806182e-06 - syst_JER_NP8_minus: -3.901108111806182e-06 - syst_JER_NoiseInSitu_plus: 9.966670080824387e-06 - syst_JER_NoiseInSitu_minus: -9.966670080824387e-06 - syst_JES_EtaIntercalibration_Modelling_plus: 6.600841802376421e-05 - syst_JES_EtaIntercalibration_Modelling_minus: -7.060461210147677e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.96787817e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.84554870e-05 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.99298404e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.68594869e-06 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.77270711e-05 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.06460079e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -8.37638693e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 7.85524923e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.74862712e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.26835060e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 8.90742412e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -9.84646193e-05 + luminosity_uncertainty: 1.57200000e-04 + statistical_uncertainty: 9.55340000e-05 +- syst_JAR_plus: 2.64387225e-06 + syst_JAR_minus: -2.64387225e-06 + syst_JER_DataMC_Difference_plus: 2.58164686e-06 + syst_JER_DataMC_Difference_minus: -2.58164686e-06 + syst_JER_NP0_plus: 2.37587878e-05 + syst_JER_NP0_minus: -2.37587878e-05 + syst_JER_NP1_plus: 2.48830876e-05 + syst_JER_NP1_minus: -2.48830876e-05 + syst_JER_NP2_plus: 1.05005357e-05 + syst_JER_NP2_minus: -1.05005357e-05 + syst_JER_NP3_plus: 4.38971890e-06 + syst_JER_NP3_minus: -4.38971890e-06 + syst_JER_NP4_plus: 8.81337892e-06 + syst_JER_NP4_minus: -8.81337892e-06 + syst_JER_NP5_plus: 5.51189736e-06 + syst_JER_NP5_minus: -5.51189736e-06 + syst_JER_NP6_plus: 7.22238866e-06 + syst_JER_NP6_minus: -7.22238866e-06 + syst_JER_NP7_plus: 4.64357023e-06 + syst_JER_NP7_minus: -4.64357023e-06 + syst_JER_NP8_plus: 3.90110811e-06 + syst_JER_NP8_minus: -3.90110811e-06 + syst_JER_NoiseInSitu_plus: 9.96667008e-06 + syst_JER_NoiseInSitu_minus: -9.96667008e-06 + syst_JES_EtaIntercalibration_Modelling_plus: 6.60084180e-05 + syst_JES_EtaIntercalibration_Modelling_minus: -7.06046121e-05 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -84706,14 +84706,14 @@ bins: syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 - syst_JES_EtaIntercalibration_Stat101_plus: 3.9986888476099257e-08 - syst_JES_EtaIntercalibration_Stat101_minus: -8.239915321166838e-09 - syst_JES_EtaIntercalibration_Stat102_plus: 2.1206132367784557e-07 - syst_JES_EtaIntercalibration_Stat102_minus: -2.1319269452774406e-07 - syst_JES_EtaIntercalibration_Stat103_plus: -4.3741625484199825e-08 - syst_JES_EtaIntercalibration_Stat103_minus: 3.9343421305219504e-08 - syst_JES_EtaIntercalibration_Stat104_plus: 6.130615792887367e-13 - syst_JES_EtaIntercalibration_Stat104_minus: -5.162586609442983e-08 + syst_JES_EtaIntercalibration_Stat101_plus: 3.99868885e-08 + syst_JES_EtaIntercalibration_Stat101_minus: -8.23991532e-09 + syst_JES_EtaIntercalibration_Stat102_plus: 2.12061324e-07 + syst_JES_EtaIntercalibration_Stat102_minus: -2.13192695e-07 + syst_JES_EtaIntercalibration_Stat103_plus: -4.37416255e-08 + syst_JES_EtaIntercalibration_Stat103_minus: 3.93434213e-08 + syst_JES_EtaIntercalibration_Stat104_plus: 6.13061579e-13 + syst_JES_EtaIntercalibration_Stat104_minus: -5.16258661e-08 syst_JES_EtaIntercalibration_Stat105_plus: 0.0 syst_JES_EtaIntercalibration_Stat105_minus: 0.0 syst_JES_EtaIntercalibration_Stat106_plus: 0.0 @@ -84728,13 +84728,13 @@ bins: syst_JES_EtaIntercalibration_Stat11_minus: 0.0 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 syst_JES_EtaIntercalibration_Stat110_minus: 0.0 - syst_JES_EtaIntercalibration_Stat111_plus: 3.316330803764908e-08 - syst_JES_EtaIntercalibration_Stat111_minus: -1.6666506832566923e-08 - syst_JES_EtaIntercalibration_Stat112_plus: -1.7599887783733165e-08 - syst_JES_EtaIntercalibration_Stat112_minus: 3.5850313806157954e-08 - syst_JES_EtaIntercalibration_Stat113_plus: 4.169808688657071e-07 - syst_JES_EtaIntercalibration_Stat113_minus: -5.775648188731719e-07 - syst_JES_EtaIntercalibration_Stat114_plus: 1.034497220875919e-08 + syst_JES_EtaIntercalibration_Stat111_plus: 3.31633080e-08 + syst_JES_EtaIntercalibration_Stat111_minus: -1.66665068e-08 + syst_JES_EtaIntercalibration_Stat112_plus: -1.75998878e-08 + syst_JES_EtaIntercalibration_Stat112_minus: 3.58503138e-08 + syst_JES_EtaIntercalibration_Stat113_plus: 4.16980869e-07 + syst_JES_EtaIntercalibration_Stat113_minus: -5.77564819e-07 + syst_JES_EtaIntercalibration_Stat114_plus: 1.03449722e-08 syst_JES_EtaIntercalibration_Stat114_minus: 0.0 syst_JES_EtaIntercalibration_Stat115_plus: 0.0 syst_JES_EtaIntercalibration_Stat115_minus: 0.0 @@ -84751,13 +84751,13 @@ bins: syst_JES_EtaIntercalibration_Stat120_plus: 0.0 syst_JES_EtaIntercalibration_Stat120_minus: 0.0 syst_JES_EtaIntercalibration_Stat121_plus: 0.0 - syst_JES_EtaIntercalibration_Stat121_minus: -5.0346002820482184e-08 - syst_JES_EtaIntercalibration_Stat122_plus: 6.641146888904054e-07 - syst_JES_EtaIntercalibration_Stat122_minus: -6.732363663677118e-07 - syst_JES_EtaIntercalibration_Stat123_plus: 1.6730146442873712e-07 - syst_JES_EtaIntercalibration_Stat123_minus: -1.7663527394039954e-07 + syst_JES_EtaIntercalibration_Stat121_minus: -5.03460028e-08 + syst_JES_EtaIntercalibration_Stat122_plus: 6.64114689e-07 + syst_JES_EtaIntercalibration_Stat122_minus: -6.73236366e-07 + syst_JES_EtaIntercalibration_Stat123_plus: 1.67301464e-07 + syst_JES_EtaIntercalibration_Stat123_minus: -1.76635274e-07 syst_JES_EtaIntercalibration_Stat124_plus: 0.0 - 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-3.98596093e-05 + syst_JES_MJB_Beta_plus: 1.49835927e-05 + syst_JES_MJB_Beta_minus: -1.59664711e-05 + syst_JES_MJB_Stat1_plus: 2.64245804e-07 + syst_JES_MJB_Stat1_minus: -4.29072395e-07 + syst_JES_MJB_Stat10_plus: -1.36400898e-07 + syst_JES_MJB_Stat10_minus: 1.78685884e-07 + syst_JES_MJB_Stat2_plus: 1.75645324e-06 + syst_JES_MJB_Stat2_minus: -1.89716749e-06 + syst_JES_MJB_Stat3_plus: 5.36057651e-06 + syst_JES_MJB_Stat3_minus: -5.71483701e-06 + syst_JES_MJB_Stat4_plus: 1.10379369e-06 + syst_JES_MJB_Stat4_minus: -1.75291771e-06 + syst_JES_MJB_Stat5_plus: 2.48194480e-06 + syst_JES_MJB_Stat5_minus: -2.25849906e-06 + syst_JES_MJB_Stat6_plus: 5.33441356e-06 + syst_JES_MJB_Stat6_minus: -6.45093516e-06 + syst_JES_MJB_Stat7_plus: 4.75529310e-06 + syst_JES_MJB_Stat7_minus: -5.83999491e-06 + syst_JES_MJB_Stat8_plus: 2.99318300e-06 + syst_JES_MJB_Stat8_minus: -3.08793531e-06 syst_JES_MJB_Stat9_plus: 0.0 - syst_JES_MJB_Stat9_minus: -2.0803081502508224e-07 - syst_JES_MJB_Threshold_plus: 2.422547832345112e-05 - syst_JES_MJB_Threshold_minus: -2.597203207298189e-05 - syst_JES_Pileup_MuOffset_plus: -1.1886464991745864e-07 - syst_JES_Pileup_MuOffset_minus: 2.5427559851468246e-07 - syst_JES_Pileup_NPVOffset_plus: 1.9615142110114826e-06 - syst_JES_Pileup_NPVOffset_minus: -3.886258869401265e-06 - syst_JES_Pileup_Pt_term_plus: 1.2911769824466357e-05 - syst_JES_Pileup_Pt_term_minus: -1.6694791103814384e-05 - syst_JES_Punch_through_plus: 5.128645483946029e-05 - syst_JES_Punch_through_minus: -4.852873839283275e-05 - syst_JES_SingleParticle_HighPt_plus: 2.2613274862345786e-09 + syst_JES_MJB_Stat9_minus: -2.08030815e-07 + syst_JES_MJB_Threshold_plus: 2.42254783e-05 + syst_JES_MJB_Threshold_minus: -2.59720321e-05 + syst_JES_Pileup_MuOffset_plus: -1.18864650e-07 + syst_JES_Pileup_MuOffset_minus: 2.54275599e-07 + syst_JES_Pileup_NPVOffset_plus: 1.96151421e-06 + syst_JES_Pileup_NPVOffset_minus: -3.88625887e-06 + syst_JES_Pileup_Pt_term_plus: 1.29117698e-05 + syst_JES_Pileup_Pt_term_minus: -1.66947911e-05 + syst_JES_Punch_through_plus: 5.12864548e-05 + syst_JES_Punch_through_minus: -4.85287384e-05 + syst_JES_SingleParticle_HighPt_plus: 2.26132749e-09 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 1.437548086152251e-06 - syst_JES_Zjet_JVF_minus: -1.854741087052314e-06 - syst_JES_Zjet_MC_plus: 8.388407745216013e-06 - syst_JES_Zjet_MC_minus: -9.502100925584826e-06 - syst_JES_Zjet_MuScale_plus: 3.437246063347807e-06 - syst_JES_Zjet_MuScale_minus: -4.182536610718429e-06 - syst_JES_Zjet_MuSmearID_plus: 5.055813485483815e-07 - syst_JES_Zjet_MuSmearID_minus: -4.603265145524424e-07 - syst_JES_Zjet_MuSmearMS_plus: 4.027680225638574e-08 - syst_JES_Zjet_MuSmearMS_minus: -2.0895005384062478e-07 - syst_JES_Zjet_OOC_plus: 4.1712229022194435e-05 - syst_JES_Zjet_OOC_minus: -4.642156018489684e-05 - syst_JES_Zjet_Stat1_plus: 7.757668496397613e-07 - syst_JES_Zjet_Stat1_minus: -7.693321779309637e-07 - syst_JES_Zjet_Stat10_plus: 9.7241324548774e-07 - syst_JES_Zjet_Stat10_minus: -9.688070009036888e-07 - syst_JES_Zjet_Stat11_plus: 1.526643540581756e-06 - syst_JES_Zjet_Stat11_minus: -2.137583799526933e-06 - syst_JES_Zjet_Stat2_plus: 3.070257643911989e-06 - syst_JES_Zjet_Stat2_minus: -3.437953170128994e-06 - syst_JES_Zjet_Stat3_plus: 1.337846030004948e-07 - syst_JES_Zjet_Stat3_minus: -9.430683140684984e-09 - syst_JES_Zjet_Stat4_plus: 1.7246334393139892e-06 - syst_JES_Zjet_Stat4_minus: -1.7918085835267112e-06 - syst_JES_Zjet_Stat5_plus: 2.3857782797234112e-06 - syst_JES_Zjet_Stat5_minus: -2.704259173969832e-06 - syst_JES_Zjet_Stat6_plus: 1.2176378772032348e-06 - syst_JES_Zjet_Stat6_minus: -1.588868937326172e-06 - syst_JES_Zjet_Stat7_plus: 1.7727167004346744e-06 - syst_JES_Zjet_Stat7_minus: -2.126270091027948e-06 - syst_JES_Zjet_Stat8_plus: 1.8109004666187481e-06 - syst_JES_Zjet_Stat8_minus: -2.107885314717098e-06 - syst_JES_Zjet_Stat9_plus: 1.7012989155348332e-06 - syst_JES_Zjet_Stat9_minus: -1.979898987322333e-06 - syst_JES_Zjet_Veto_plus: 1.357645019878171e-05 - syst_JES_Zjet_Veto_minus: -1.4382551929334374e-05 - syst_JES_Zjet_dPhi_plus: 2.0194969670687795e-06 - syst_JES_Zjet_dPhi_minus: -2.1835457403040584e-06 - syst_Unfolding_bias_plus: 1.1681404025201764e-06 - syst_Unfolding_bias_minus: -1.1681404025201764e-06 - syst_jetselection_BCH_plus: 2.9422713165172242e-05 - syst_jetselection_BCH_minus: -2.9422713165172242e-05 + syst_JES_Zjet_JVF_plus: 1.43754809e-06 + syst_JES_Zjet_JVF_minus: -1.85474109e-06 + syst_JES_Zjet_MC_plus: 8.38840775e-06 + syst_JES_Zjet_MC_minus: -9.50210093e-06 + syst_JES_Zjet_MuScale_plus: 3.43724606e-06 + syst_JES_Zjet_MuScale_minus: -4.18253661e-06 + syst_JES_Zjet_MuSmearID_plus: 5.05581349e-07 + syst_JES_Zjet_MuSmearID_minus: -4.60326515e-07 + syst_JES_Zjet_MuSmearMS_plus: 4.02768023e-08 + syst_JES_Zjet_MuSmearMS_minus: -2.08950054e-07 + syst_JES_Zjet_OOC_plus: 4.17122290e-05 + syst_JES_Zjet_OOC_minus: -4.64215602e-05 + syst_JES_Zjet_Stat1_plus: 7.75766850e-07 + syst_JES_Zjet_Stat1_minus: -7.69332178e-07 + syst_JES_Zjet_Stat10_plus: 9.72413245e-07 + syst_JES_Zjet_Stat10_minus: -9.68807001e-07 + syst_JES_Zjet_Stat11_plus: 1.52664354e-06 + syst_JES_Zjet_Stat11_minus: -2.13758380e-06 + syst_JES_Zjet_Stat2_plus: 3.07025764e-06 + syst_JES_Zjet_Stat2_minus: -3.43795317e-06 + syst_JES_Zjet_Stat3_plus: 1.33784603e-07 + syst_JES_Zjet_Stat3_minus: -9.43068314e-09 + syst_JES_Zjet_Stat4_plus: 1.72463344e-06 + syst_JES_Zjet_Stat4_minus: -1.79180858e-06 + syst_JES_Zjet_Stat5_plus: 2.38577828e-06 + syst_JES_Zjet_Stat5_minus: -2.70425917e-06 + syst_JES_Zjet_Stat6_plus: 1.21763788e-06 + syst_JES_Zjet_Stat6_minus: -1.58886894e-06 + syst_JES_Zjet_Stat7_plus: 1.77271670e-06 + syst_JES_Zjet_Stat7_minus: -2.12627009e-06 + syst_JES_Zjet_Stat8_plus: 1.81090047e-06 + syst_JES_Zjet_Stat8_minus: -2.10788531e-06 + syst_JES_Zjet_Stat9_plus: 1.70129892e-06 + syst_JES_Zjet_Stat9_minus: -1.97989899e-06 + syst_JES_Zjet_Veto_plus: 1.35764502e-05 + syst_JES_Zjet_Veto_minus: -1.43825519e-05 + syst_JES_Zjet_dPhi_plus: 2.01949697e-06 + syst_JES_Zjet_dPhi_minus: -2.18354574e-06 + syst_Unfolding_bias_plus: 1.16814040e-06 + syst_Unfolding_bias_minus: -1.16814040e-06 + syst_jetselection_BCH_plus: 2.94227132e-05 + syst_jetselection_BCH_minus: -2.94227132e-05 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.233400348733936e-06 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 8.475381879301958e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.97747564417433e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.335978782235909e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.4870455608353094e-05 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.648265906945842e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.7943349878470135e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.4832080041249326e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.049044440476393e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.3241089783579594e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.8868149647802295e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.417852157451326e-05 - luminosity_uncertainty: 7.113e-05 - statistical_uncertainty: 6.217e-05 -- syst_JAR_plus: 1.3435028842544402e-06 - syst_JAR_minus: -1.3435028842544402e-06 - syst_JER_DataMC_Difference_plus: 1.1815754313627209e-06 - syst_JER_DataMC_Difference_minus: -1.1815754313627209e-06 - syst_JER_NP0_plus: 1.2784490603852778e-05 - syst_JER_NP0_minus: -1.2784490603852778e-05 - syst_JER_NP1_plus: 1.289055662103076e-05 - syst_JER_NP1_minus: -1.289055662103076e-05 - syst_JER_NP2_plus: 6.193548296412969e-06 - syst_JER_NP2_minus: -6.193548296412969e-06 - syst_JER_NP3_plus: 1.7932227970890844e-06 - syst_JER_NP3_minus: -1.7932227970890844e-06 - syst_JER_NP4_plus: 4.359313306015065e-06 - syst_JER_NP4_minus: -4.359313306015065e-06 - syst_JER_NP5_plus: 2.3525442610076435e-06 - syst_JER_NP5_minus: -2.3525442610076435e-06 - syst_JER_NP6_plus: 3.4549237328774713e-06 - syst_JER_NP6_minus: -3.4549237328774713e-06 - syst_JER_NP7_plus: 1.728168973219922e-06 - syst_JER_NP7_minus: -1.728168973219922e-06 - syst_JER_NP8_plus: 1.4156277759354682e-06 - syst_JER_NP8_minus: -1.4156277759354682e-06 - syst_JER_NoiseInSitu_plus: 6.739434731488985e-06 - syst_JER_NoiseInSitu_minus: -6.739434731488985e-06 - syst_JES_EtaIntercalibration_Modelling_plus: 3.206729252680993e-05 - syst_JES_EtaIntercalibration_Modelling_minus: -3.329058725826266e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.23340035e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 8.47538188e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.97747564e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.33597878e-06 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.48704556e-05 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.64826591e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.79433499e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.48320800e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.04904444e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.32410898e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.88681496e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.41785216e-05 + luminosity_uncertainty: 7.11300000e-05 + statistical_uncertainty: 6.21700000e-05 +- syst_JAR_plus: 1.34350288e-06 + syst_JAR_minus: -1.34350288e-06 + syst_JER_DataMC_Difference_plus: 1.18157543e-06 + syst_JER_DataMC_Difference_minus: -1.18157543e-06 + syst_JER_NP0_plus: 1.27844906e-05 + syst_JER_NP0_minus: -1.27844906e-05 + syst_JER_NP1_plus: 1.28905566e-05 + syst_JER_NP1_minus: -1.28905566e-05 + syst_JER_NP2_plus: 6.19354830e-06 + syst_JER_NP2_minus: -6.19354830e-06 + syst_JER_NP3_plus: 1.79322280e-06 + syst_JER_NP3_minus: -1.79322280e-06 + syst_JER_NP4_plus: 4.35931331e-06 + syst_JER_NP4_minus: -4.35931331e-06 + syst_JER_NP5_plus: 2.35254426e-06 + syst_JER_NP5_minus: -2.35254426e-06 + syst_JER_NP6_plus: 3.45492373e-06 + syst_JER_NP6_minus: -3.45492373e-06 + syst_JER_NP7_plus: 1.72816897e-06 + syst_JER_NP7_minus: -1.72816897e-06 + syst_JER_NP8_plus: 1.41562778e-06 + syst_JER_NP8_minus: -1.41562778e-06 + syst_JER_NoiseInSitu_plus: 6.73943473e-06 + syst_JER_NoiseInSitu_minus: -6.73943473e-06 + syst_JES_EtaIntercalibration_Modelling_plus: 3.20672925e-05 + syst_JES_EtaIntercalibration_Modelling_minus: -3.32905873e-05 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -85378,14 +85378,14 @@ bins: syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 syst_JES_EtaIntercalibration_Stat100_minus: 0.0 - syst_JES_EtaIntercalibration_Stat101_plus: 1.6843283527863562e-08 - syst_JES_EtaIntercalibration_Stat101_minus: -3.6493780977037713e-09 - syst_JES_EtaIntercalibration_Stat102_plus: 8.156476720986825e-08 - syst_JES_EtaIntercalibration_Stat102_minus: -1.043689609031344e-07 - syst_JES_EtaIntercalibration_Stat103_plus: -2.7123201912753587e-08 - syst_JES_EtaIntercalibration_Stat103_minus: 1.798879651338577e-08 - syst_JES_EtaIntercalibration_Stat104_plus: 6.731656556895932e-14 - syst_JES_EtaIntercalibration_Stat104_minus: -2.2860762235761078e-08 + syst_JES_EtaIntercalibration_Stat101_plus: 1.68432835e-08 + syst_JES_EtaIntercalibration_Stat101_minus: -3.64937810e-09 + syst_JES_EtaIntercalibration_Stat102_plus: 8.15647672e-08 + syst_JES_EtaIntercalibration_Stat102_minus: -1.04368961e-07 + syst_JES_EtaIntercalibration_Stat103_plus: -2.71232019e-08 + syst_JES_EtaIntercalibration_Stat103_minus: 1.79887965e-08 + syst_JES_EtaIntercalibration_Stat104_plus: 6.73165656e-14 + syst_JES_EtaIntercalibration_Stat104_minus: -2.28607622e-08 syst_JES_EtaIntercalibration_Stat105_plus: 0.0 syst_JES_EtaIntercalibration_Stat105_minus: 0.0 syst_JES_EtaIntercalibration_Stat106_plus: 0.0 @@ -85400,14 +85400,14 @@ bins: syst_JES_EtaIntercalibration_Stat11_minus: 0.0 syst_JES_EtaIntercalibration_Stat110_plus: 0.0 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syst_JES_Gjet_Purity_plus: 3.40259783e-06 + syst_JES_Gjet_Purity_minus: -3.88838019e-06 + syst_JES_Gjet_Stat1_plus: 2.67569206e-06 + syst_JES_Gjet_Stat1_minus: -3.16713127e-06 + syst_JES_Gjet_Stat10_plus: 4.10758329e-06 + syst_JES_Gjet_Stat10_minus: -4.36850569e-06 + syst_JES_Gjet_Stat11_plus: 7.63746034e-06 + syst_JES_Gjet_Stat11_minus: -7.71382788e-06 + syst_JES_Gjet_Stat12_plus: 1.45451865e-05 + syst_JES_Gjet_Stat12_minus: -1.55068517e-05 + syst_JES_Gjet_Stat13_plus: 2.62831591e-05 + syst_JES_Gjet_Stat13_minus: -2.74414000e-05 + syst_JES_Gjet_Stat2_plus: 9.59826745e-07 + syst_JES_Gjet_Stat2_minus: -1.16460487e-06 + syst_JES_Gjet_Stat3_plus: 1.13066374e-06 + syst_JES_Gjet_Stat3_minus: -1.27491353e-06 + syst_JES_Gjet_Stat4_plus: 5.32097853e-07 + syst_JES_Gjet_Stat4_minus: -6.56902200e-07 + syst_JES_Gjet_Stat5_plus: 6.56195093e-07 + syst_JES_Gjet_Stat5_minus: -8.68114995e-07 + syst_JES_Gjet_Stat6_plus: 6.80378145e-07 + syst_JES_Gjet_Stat6_minus: -8.67478599e-07 + 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7.55331464e-06 + syst_JES_MJB_Beta_minus: -7.60069079e-06 + syst_JES_MJB_Stat1_plus: 7.18561911e-08 + syst_JES_MJB_Stat1_minus: -1.61432478e-07 + syst_JES_MJB_Stat10_plus: -1.39300036e-07 + syst_JES_MJB_Stat10_minus: 1.28622723e-07 + syst_JES_MJB_Stat2_plus: 4.92499873e-07 + syst_JES_MJB_Stat2_minus: -6.59730627e-07 + syst_JES_MJB_Stat3_plus: 1.97282792e-06 + syst_JES_MJB_Stat3_minus: -1.90353145e-06 + syst_JES_MJB_Stat4_plus: 3.54189787e-07 + syst_JES_MJB_Stat4_minus: -6.74721291e-07 + syst_JES_MJB_Stat5_plus: 1.05500332e-06 + syst_JES_MJB_Stat5_minus: -8.28799858e-07 + syst_JES_MJB_Stat6_plus: 2.90620887e-06 + syst_JES_MJB_Stat6_minus: -3.13672568e-06 + syst_JES_MJB_Stat7_plus: 3.27602572e-06 + syst_JES_MJB_Stat7_minus: -3.51573492e-06 + syst_JES_MJB_Stat8_plus: 2.63821540e-06 + syst_JES_MJB_Stat8_minus: -2.53992756e-06 + syst_JES_MJB_Stat9_plus: 4.23556962e-07 + syst_JES_MJB_Stat9_minus: -5.74524260e-07 + syst_JES_MJB_Threshold_plus: 1.13985613e-05 + syst_JES_MJB_Threshold_minus: 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-1.4474475810888626e-07 - syst_JES_Zjet_OOC_plus: 2.0046477246638622e-05 - syst_JES_Zjet_OOC_minus: -2.1057639943735385e-05 - syst_JES_Zjet_Stat1_plus: 5.375425750580134e-07 - syst_JES_Zjet_Stat1_minus: -5.238247035029943e-07 - syst_JES_Zjet_Stat10_plus: 8.611853488070962e-07 - syst_JES_Zjet_Stat10_minus: -8.350223979031939e-07 - syst_JES_Zjet_Stat11_plus: 5.516140000036256e-07 - syst_JES_Zjet_Stat11_minus: -8.991569829568138e-07 - syst_JES_Zjet_Stat2_plus: 1.5018948032402269e-06 - syst_JES_Zjet_Stat2_minus: -1.5648273067658294e-06 - syst_JES_Zjet_Stat3_plus: 5.926969039905641e-08 - syst_JES_Zjet_Stat3_minus: -4.176879756468936e-09 - syst_JES_Zjet_Stat4_plus: 8.399014346933812e-07 - syst_JES_Zjet_Stat4_minus: -7.778174593052023e-07 - syst_JES_Zjet_Stat5_plus: 1.1363205973667819e-06 - syst_JES_Zjet_Stat5_minus: -1.2961267299149415e-06 - syst_JES_Zjet_Stat6_plus: 5.293401363962495e-07 - syst_JES_Zjet_Stat6_minus: -7.677058323342346e-07 - syst_JES_Zjet_Stat7_plus: 8.347395551907193e-07 - syst_JES_Zjet_Stat7_minus: -1.0804591616530445e-06 - syst_JES_Zjet_Stat8_plus: 8.448511821616869e-07 - syst_JES_Zjet_Stat8_minus: -1.043689609031344e-06 - syst_JES_Zjet_Stat9_plus: 7.75413296249168e-07 - syst_JES_Zjet_Stat9_minus: -9.335930832005987e-07 - syst_JES_Zjet_Veto_plus: 6.559122502286415e-06 - syst_JES_Zjet_Veto_minus: -6.6680169465891425e-06 - syst_JES_Zjet_dPhi_plus: 8.092837110680036e-07 - syst_JES_Zjet_dPhi_minus: -9.587660846108398e-07 - syst_Unfolding_bias_plus: 8.130313770082922e-07 - syst_Unfolding_bias_minus: -8.130313770082922e-07 - syst_jetselection_BCH_plus: 1.5605846660787104e-05 - syst_jetselection_BCH_minus: -1.5605846660787104e-05 + syst_JES_Zjet_JVF_plus: 6.38517423e-07 + syst_JES_Zjet_JVF_minus: -8.45629000e-07 + syst_JES_Zjet_MC_plus: 3.68473344e-06 + syst_JES_Zjet_MC_minus: -4.09980512e-06 + syst_JES_Zjet_MuScale_plus: 1.74160400e-06 + syst_JES_Zjet_MuScale_minus: -2.05626652e-06 + syst_JES_Zjet_MuSmearID_plus: 3.55745422e-07 + syst_JES_Zjet_MuSmearID_minus: -3.59846641e-07 + syst_JES_Zjet_MuSmearMS_plus: 1.78403041e-08 + syst_JES_Zjet_MuSmearMS_minus: -1.44744758e-07 + syst_JES_Zjet_OOC_plus: 2.00464772e-05 + syst_JES_Zjet_OOC_minus: -2.10576399e-05 + syst_JES_Zjet_Stat1_plus: 5.37542575e-07 + syst_JES_Zjet_Stat1_minus: -5.23824704e-07 + syst_JES_Zjet_Stat10_plus: 8.61185349e-07 + syst_JES_Zjet_Stat10_minus: -8.35022398e-07 + syst_JES_Zjet_Stat11_plus: 5.51614000e-07 + syst_JES_Zjet_Stat11_minus: -8.99156983e-07 + syst_JES_Zjet_Stat2_plus: 1.50189480e-06 + syst_JES_Zjet_Stat2_minus: -1.56482731e-06 + syst_JES_Zjet_Stat3_plus: 5.92696904e-08 + syst_JES_Zjet_Stat3_minus: -4.17687976e-09 + syst_JES_Zjet_Stat4_plus: 8.39901435e-07 + syst_JES_Zjet_Stat4_minus: -7.77817459e-07 + syst_JES_Zjet_Stat5_plus: 1.13632060e-06 + syst_JES_Zjet_Stat5_minus: -1.29612673e-06 + syst_JES_Zjet_Stat6_plus: 5.29340136e-07 + syst_JES_Zjet_Stat6_minus: -7.67705832e-07 + syst_JES_Zjet_Stat7_plus: 8.34739555e-07 + syst_JES_Zjet_Stat7_minus: -1.08045916e-06 + syst_JES_Zjet_Stat8_plus: 8.44851182e-07 + syst_JES_Zjet_Stat8_minus: -1.04368961e-06 + syst_JES_Zjet_Stat9_plus: 7.75413296e-07 + syst_JES_Zjet_Stat9_minus: -9.33593083e-07 + syst_JES_Zjet_Veto_plus: 6.55912250e-06 + syst_JES_Zjet_Veto_minus: -6.66801695e-06 + syst_JES_Zjet_dPhi_plus: 8.09283711e-07 + syst_JES_Zjet_dPhi_minus: -9.58766085e-07 + syst_Unfolding_bias_plus: 8.13031377e-07 + syst_Unfolding_bias_minus: -8.13031377e-07 + syst_jetselection_BCH_plus: 1.56058467e-05 + syst_jetselection_BCH_minus: -1.56058467e-05 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.188193464967921e-06 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.97747564417433e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.7875659428395921e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.8759542904879104e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.878583755980512e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -8.297898077224135e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.664529362913133e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.5810907627331202e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.4007785335305504e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.4707821048680189e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.6523575362307396e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.793354628399337e-05 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.18819346e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.97747564e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.78756594e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.87595429e-06 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.87858376e-06 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -8.29789808e-06 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.66452936e-05 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.58109076e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.40077853e-05 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.47078210e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.65235754e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.79335463e-05 luminosity_uncertainty: 3.15e-05 - statistical_uncertainty: 3.5358e-05 -- syst_JAR_plus: 7.55755727732182e-07 - syst_JAR_minus: -7.55755727732182e-07 - syst_JER_DataMC_Difference_plus: 4.985809914146346e-07 - syst_JER_DataMC_Difference_minus: -4.985809914146346e-07 - syst_JER_NP0_plus: 7.036419579587334e-06 - syst_JER_NP0_minus: -7.036419579587334e-06 - syst_JER_NP1_plus: 6.856814457165951e-06 - syst_JER_NP1_minus: -6.856814457165951e-06 - syst_JER_NP2_plus: 4.2758747058350526e-06 - syst_JER_NP2_minus: -4.2758747058350526e-06 - syst_JER_NP3_plus: 7.140364276421757e-07 - syst_JER_NP3_minus: -7.140364276421757e-07 - syst_JER_NP4_plus: 2.1305127317150676e-06 - syst_JER_NP4_minus: -2.1305127317150676e-06 - syst_JER_NP5_plus: 9.512707527302624e-07 - syst_JER_NP5_minus: -9.512707527302624e-07 - syst_JER_NP6_plus: 1.6525085476329613e-06 - syst_JER_NP6_minus: -1.6525085476329613e-06 - syst_JER_NP7_plus: 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+ syst_JES_Zjet_Stat6_minus: -3.12399776e-07 + syst_JES_Zjet_Stat7_plus: 3.73140248e-07 + syst_JES_Zjet_Stat7_minus: -4.65983369e-07 + syst_JES_Zjet_Stat8_plus: 3.74978726e-07 + syst_JES_Zjet_Stat8_minus: -4.25961125e-07 + syst_JES_Zjet_Stat9_plus: 3.32693741e-07 + syst_JES_Zjet_Stat9_minus: -3.67554105e-07 + syst_JES_Zjet_Veto_plus: 2.99530433e-06 + syst_JES_Zjet_Veto_minus: -2.89418806e-06 + syst_JES_Zjet_dPhi_plus: 3.03773073e-07 + syst_JES_Zjet_dPhi_minus: -3.39269834e-07 + syst_Unfolding_bias_plus: 4.87125862e-07 + syst_Unfolding_bias_minus: -4.87125862e-07 + syst_jetselection_BCH_plus: 7.70534259e-06 + syst_jetselection_BCH_minus: -7.70534259e-06 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.7522106037802645e-06 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.7564532444673837e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.554021743415886e-07 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.453612580487397e-07 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.889087296526011e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.7731217844114176e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.74226315861373e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.758526614581021e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.063440648674644e-06 - 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syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.44517525e-06 luminosity_uncertainty: 2.09e-06 - statistical_uncertainty: 7.662e-06 -- syst_JAR_plus: 9.052381012750181e-08 - syst_JAR_minus: -9.052381012750181e-08 - syst_JER_DataMC_Difference_plus: 2.600031634422935e-08 - syst_JER_DataMC_Difference_minus: -2.600031634422935e-08 - syst_JER_NP0_plus: 1.050053570062023e-06 - syst_JER_NP0_minus: -1.050053570062023e-06 - syst_JER_NP1_plus: 9.9659629740432e-07 - syst_JER_NP1_minus: -9.9659629740432e-07 - syst_JER_NP2_plus: 9.736153270157572e-07 - syst_JER_NP2_minus: -9.736153270157572e-07 - syst_JER_NP3_plus: 3.592102448427661e-08 - syst_JER_NP3_minus: -3.592102448427661e-08 - syst_JER_NP4_plus: 1.5358359287371812e-07 - syst_JER_NP4_minus: -1.5358359287371812e-07 - syst_JER_NP5_plus: 4.796305296788352e-08 - syst_JER_NP5_minus: -4.796305296788352e-08 - syst_JER_NP6_plus: 1.162483548270684e-07 - syst_JER_NP6_minus: -1.162483548270684e-07 - syst_JER_NP7_plus: 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0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -8.76176012568251e-08 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.241885630108175e-08 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.651499418047331e-08 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.261176474832357e-08 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.6431651480753144e-07 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.2910259710444136e-07 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.08439977953572e-07 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.2533983002393047e-07 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.1777378746523443e-07 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.8383266196828014e-07 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 9.94757819773235e-07 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -8.621752983007573e-07 - luminosity_uncertainty: 6.803e-07 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -8.76176013e-08 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.24188563e-08 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.65149942e-08 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.26117647e-08 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.64316515e-07 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.29102597e-07 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.08439978e-07 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.25339830e-07 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.17773787e-07 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.83832662e-07 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 9.94757820e-07 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -8.62175298e-07 + luminosity_uncertainty: 6.80300000e-07 statistical_uncertainty: 4.31e-06 -- syst_JAR_plus: 1.0274261530640536e-08 - syst_JAR_minus: -1.0274261530640536e-08 - syst_JER_DataMC_Difference_plus: 2.2054660505208415e-09 - syst_JER_DataMC_Difference_minus: -2.2054660505208415e-09 - syst_JER_NP0_plus: 1.7352400410317875e-07 - syst_JER_NP0_minus: -1.7352400410317875e-07 - syst_JER_NP1_plus: 1.6150318882300745e-07 - syst_JER_NP1_minus: -1.6150318882300745e-07 - syst_JER_NP2_plus: 1.7005918087536468e-07 - syst_JER_NP2_minus: -1.7005918087536468e-07 - syst_JER_NP3_plus: 3.0419733726645273e-09 - syst_JER_NP3_minus: -3.0419733726645273e-09 - syst_JER_NP4_plus: 1.4078496013424162e-08 - syst_JER_NP4_minus: -1.4078496013424162e-08 - syst_JER_NP5_plus: 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syst_JES_EtaIntercalibration_Stat140_plus: 0.0 - syst_JES_EtaIntercalibration_Stat140_minus: -8.384872211310079e-11 - syst_JES_EtaIntercalibration_Stat141_plus: 2.430326006938164e-10 - syst_JES_EtaIntercalibration_Stat141_minus: -9.569276069797547e-10 - syst_JES_EtaIntercalibration_Stat142_plus: -2.7425843615101427e-10 - syst_JES_EtaIntercalibration_Stat142_minus: 5.977173621369887e-11 - syst_JES_EtaIntercalibration_Stat143_plus: 5.858379682130546e-12 + syst_JES_EtaIntercalibration_Stat140_minus: -8.38487221e-11 + syst_JES_EtaIntercalibration_Stat141_plus: 2.43032601e-10 + syst_JES_EtaIntercalibration_Stat141_minus: -9.56927607e-10 + syst_JES_EtaIntercalibration_Stat142_plus: -2.74258436e-10 + syst_JES_EtaIntercalibration_Stat142_minus: 5.97717362e-11 + syst_JES_EtaIntercalibration_Stat143_plus: 5.85837968e-12 syst_JES_EtaIntercalibration_Stat143_minus: 0.0 syst_JES_EtaIntercalibration_Stat144_plus: 0.0 syst_JES_EtaIntercalibration_Stat144_minus: 0.0 @@ -88839,15 +88839,15 @@ bins: 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syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -132.95021699869466 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.001086116015902537 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.41739554e+02 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.32950217e+02 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.08611602e-03 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -294.2907712620292 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 317.0737517518598 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 245.5004033601574 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -230.27639436121106 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0013562308063157981 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: 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syst_JER_NP2_minus: -7.96060814e+00 + syst_JER_NP3_plus: 3.13248304e+00 + syst_JER_NP3_minus: -3.13248304e+00 + syst_JER_NP4_plus: 6.75145555e+00 + syst_JER_NP4_minus: -6.75145555e+00 + syst_JER_NP5_plus: 9.66614970e+00 + syst_JER_NP5_minus: -9.66614970e+00 + syst_JER_NP6_plus: 3.67341973e+00 + syst_JER_NP6_minus: -3.67341973e+00 + syst_JER_NP7_plus: 1.68432835e+00 + syst_JER_NP7_minus: -1.68432835e+00 + syst_JER_NP8_plus: 1.70836998e+00 + syst_JER_NP8_minus: -1.70836998e+00 + syst_JER_NoiseInSitu_plus: 5.97788073e+00 + syst_JER_NoiseInSitu_minus: -5.97788073e+00 + syst_JES_EtaIntercalibration_Modelling_plus: 4.81568002e+01 + syst_JES_EtaIntercalibration_Modelling_minus: -4.52131147e+01 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -90756,14 +90756,14 @@ bins: syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 syst_JES_EtaIntercalibration_Stat101_minus: 0.0 - syst_JES_EtaIntercalibration_Stat102_plus: 3.2357206307096415e-05 + syst_JES_EtaIntercalibration_Stat102_plus: 3.23572063e-05 syst_JES_EtaIntercalibration_Stat102_minus: -0.0 - syst_JES_EtaIntercalibration_Stat103_plus: 0.5063591660076866 - syst_JES_EtaIntercalibration_Stat103_minus: -0.6860349991071883 - syst_JES_EtaIntercalibration_Stat104_plus: 3.002375392918081 - syst_JES_EtaIntercalibration_Stat104_minus: -1.259357177293241 - syst_JES_EtaIntercalibration_Stat105_plus: 0.0682853018591849 - syst_JES_EtaIntercalibration_Stat105_minus: -0.07513009550107067 + syst_JES_EtaIntercalibration_Stat103_plus: 5.06359166e-01 + syst_JES_EtaIntercalibration_Stat103_minus: -6.86034999e-01 + syst_JES_EtaIntercalibration_Stat104_plus: 3.00237539e+00 + syst_JES_EtaIntercalibration_Stat104_minus: -1.25935718e+00 + syst_JES_EtaIntercalibration_Stat105_plus: 6.82853019e-02 + syst_JES_EtaIntercalibration_Stat105_minus: -7.51300955e-02 syst_JES_EtaIntercalibration_Stat106_plus: 0.0 syst_JES_EtaIntercalibration_Stat106_minus: 0.0 syst_JES_EtaIntercalibration_Stat107_plus: 0.0 @@ -90774,13 +90774,13 @@ bins: syst_JES_EtaIntercalibration_Stat109_minus: 0.0 syst_JES_EtaIntercalibration_Stat11_plus: 0.0 syst_JES_EtaIntercalibration_Stat11_minus: 0.0 - syst_JES_EtaIntercalibration_Stat110_plus: 0.24183051916579926 - syst_JES_EtaIntercalibration_Stat110_minus: -0.12961267299149415 - syst_JES_EtaIntercalibration_Stat111_plus: 0.5967274126433274 - syst_JES_EtaIntercalibration_Stat111_minus: -0.6518110308977594 - syst_JES_EtaIntercalibration_Stat112_plus: 0.07188447537542442 - syst_JES_EtaIntercalibration_Stat112_minus: -0.2331331057572047 - syst_JES_EtaIntercalibration_Stat113_plus: 1.7380684681565336e-05 + syst_JES_EtaIntercalibration_Stat110_plus: 2.41830519e-01 + syst_JES_EtaIntercalibration_Stat110_minus: -1.29612673e-01 + syst_JES_EtaIntercalibration_Stat111_plus: 5.96727413e-01 + 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syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 90.34844764576755 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -84.88746197466384 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.00015754339084836277 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.08441896e+02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.16757472e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.03484476e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.48874620e+01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.57543391e-04 syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 luminosity_uncertainty: 60.184 statistical_uncertainty: 60.47 -- syst_JAR_plus: 0.6585285453190317 - syst_JAR_minus: -0.6585285453190317 - syst_JER_DataMC_Difference_plus: 0.2574575790300219 - syst_JER_DataMC_Difference_minus: -0.2574575790300219 - 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syst_JAR_minus: -6.58528545e-01 + syst_JER_DataMC_Difference_plus: 2.57457579e-01 + syst_JER_DataMC_Difference_minus: -2.57457579e-01 + syst_JER_NP0_plus: 2.79915290e+01 + syst_JER_NP0_minus: -2.79915290e+01 + syst_JER_NP1_plus: 9.72271824e+00 + syst_JER_NP1_minus: -9.72271824e+00 + syst_JER_NP2_plus: 2.99813275e+00 + syst_JER_NP2_minus: -2.99813275e+00 + syst_JER_NP3_plus: 1.36683741e+00 + syst_JER_NP3_minus: -1.36683741e+00 + syst_JER_NP4_plus: 2.17011071e+00 + syst_JER_NP4_minus: -2.17011071e+00 + syst_JER_NP5_plus: 3.54896893e+00 + syst_JER_NP5_minus: -3.54896893e+00 + syst_JER_NP6_plus: 1.45522576e+00 + syst_JER_NP6_minus: -1.45522576e+00 + syst_JER_NP7_plus: 7.89838275e-01 + syst_JER_NP7_minus: -7.89838275e-01 + syst_JER_NP8_plus: 7.68907914e-01 + syst_JER_NP8_minus: -7.68907914e-01 + syst_JER_NoiseInSitu_plus: 2.44305393e+00 + syst_JER_NoiseInSitu_minus: -2.44305393e+00 + syst_JES_EtaIntercalibration_Modelling_plus: 1.92757309e+01 + syst_JES_EtaIntercalibration_Modelling_minus: 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syst_JES_MJB_Stat9_plus: -0.0 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: -0.01256528750168495 - syst_JES_MJB_Threshold_minus: 0.010726809870599924 - syst_JES_Pileup_MuOffset_plus: -2.5682118292695404 - syst_JES_Pileup_MuOffset_minus: 2.457903171404439 - syst_JES_Pileup_NPVOffset_plus: 0.9894545189143359 - syst_JES_Pileup_NPVOffset_minus: -0.9070058682279845 - syst_JES_Pileup_Pt_term_plus: 5.93333300093632 - syst_JES_Pileup_Pt_term_minus: -6.086775172453801 - syst_JES_Punch_through_plus: 0.16397806255716035 - syst_JES_Punch_through_minus: -0.10663170260293135 + syst_JES_MJB_Threshold_plus: -1.25652875e-02 + syst_JES_MJB_Threshold_minus: 1.07268099e-02 + syst_JES_Pileup_MuOffset_plus: -2.56821183e+00 + syst_JES_Pileup_MuOffset_minus: 2.45790317e+00 + syst_JES_Pileup_NPVOffset_plus: 9.89454519e-01 + syst_JES_Pileup_NPVOffset_minus: -9.07005868e-01 + syst_JES_Pileup_Pt_term_plus: 5.93333300e+00 + syst_JES_Pileup_Pt_term_minus: -6.08677517e+00 + 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-0.20647518010647184 - syst_JES_Zjet_Stat11_minus: 0.1145512985522207 - syst_JES_Zjet_Stat2_plus: 0.08373558502811095 - syst_JES_Zjet_Stat2_minus: -0.06384467127333336 - syst_JES_Zjet_Stat3_plus: 0.07214610488446344 - syst_JES_Zjet_Stat3_minus: -0.048747941495000585 - syst_JES_Zjet_Stat4_plus: 0.10104555903155764 - syst_JES_Zjet_Stat4_minus: -0.07515130870450626 - syst_JES_Zjet_Stat5_plus: 0.17988796513385769 - syst_JES_Zjet_Stat5_minus: -0.13993643199681774 - syst_JES_Zjet_Stat6_plus: 0.300237539291808 - syst_JES_Zjet_Stat6_minus: -0.28722677451797557 - syst_JES_Zjet_Stat7_plus: 0.31056129829713164 - syst_JES_Zjet_Stat7_minus: -0.2884288560459927 - syst_JES_Zjet_Stat8_plus: 0.6435378815578768 - syst_JES_Zjet_Stat8_minus: -0.6335676759431466 - syst_JES_Zjet_Stat9_plus: 1.0465180361560902 - syst_JES_Zjet_Stat9_minus: -1.0748023074035522 - syst_JES_Zjet_Veto_plus: 1.6652364696943194 - syst_JES_Zjet_Veto_minus: -1.7076628765655122 - syst_JES_Zjet_dPhi_plus: 0.11349063838044088 - syst_JES_Zjet_dPhi_minus: -0.10040916292848973 - syst_Unfolding_bias_plus: 0.6247288411783146 - syst_Unfolding_bias_minus: -0.6247288411783146 - syst_jetselection_BCH_plus: 1.7203907986268698 - syst_jetselection_BCH_minus: -1.7203907986268698 + syst_JES_Zjet_JVF_plus: 4.04040815e-01 + syst_JES_Zjet_JVF_minus: -3.58432427e-01 + syst_JES_Zjet_MC_plus: 8.06808837e+00 + syst_JES_Zjet_MC_minus: -8.11970717e+00 + syst_JES_Zjet_MuScale_plus: 3.79928474e-01 + syst_JES_Zjet_MuScale_minus: -4.12596807e-01 + syst_JES_Zjet_MuSmearID_plus: 4.97732463e-02 + syst_JES_Zjet_MuSmearID_minus: -4.93489823e-02 + syst_JES_Zjet_MuSmearMS_plus: 1.66947911e-02 + syst_JES_Zjet_MuSmearMS_minus: -1.35410949e-02 + syst_JES_Zjet_OOC_plus: 1.56412020e+00 + syst_JES_Zjet_OOC_minus: -1.54007857e+00 + syst_JES_Zjet_Stat1_plus: 6.99187185e-02 + syst_JES_Zjet_Stat1_minus: -4.56296006e-02 + syst_JES_Zjet_Stat10_plus: 7.68907914e-01 + syst_JES_Zjet_Stat10_minus: -6.53083823e-01 + syst_JES_Zjet_Stat11_plus: -2.06475180e-01 + syst_JES_Zjet_Stat11_minus: 1.14551299e-01 + syst_JES_Zjet_Stat2_plus: 8.37355850e-02 + syst_JES_Zjet_Stat2_minus: -6.38446713e-02 + syst_JES_Zjet_Stat3_plus: 7.21461049e-02 + syst_JES_Zjet_Stat3_minus: -4.87479415e-02 + syst_JES_Zjet_Stat4_plus: 1.01045559e-01 + syst_JES_Zjet_Stat4_minus: -7.51513087e-02 + syst_JES_Zjet_Stat5_plus: 1.79887965e-01 + syst_JES_Zjet_Stat5_minus: -1.39936432e-01 + syst_JES_Zjet_Stat6_plus: 3.00237539e-01 + syst_JES_Zjet_Stat6_minus: -2.87226775e-01 + syst_JES_Zjet_Stat7_plus: 3.10561298e-01 + syst_JES_Zjet_Stat7_minus: -2.88428856e-01 + syst_JES_Zjet_Stat8_plus: 6.43537882e-01 + syst_JES_Zjet_Stat8_minus: -6.33567676e-01 + syst_JES_Zjet_Stat9_plus: 1.04651804e+00 + syst_JES_Zjet_Stat9_minus: -1.07480231e+00 + syst_JES_Zjet_Veto_plus: 1.66523647e+00 + syst_JES_Zjet_Veto_minus: -1.70766288e+00 + syst_JES_Zjet_dPhi_plus: 1.13490638e-01 + syst_JES_Zjet_dPhi_minus: -1.00409163e-01 + syst_Unfolding_bias_plus: 6.24728841e-01 + syst_Unfolding_bias_minus: -6.24728841e-01 + syst_jetselection_BCH_plus: 1.72039080e+00 + syst_jetselection_BCH_minus: -1.72039080e+00 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.2770348468229047 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.303197797726807 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.26607827207074 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.189003632921406 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.007822015213485588 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.006652460597403038 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -18.34234990397904 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 18.72418756581978 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 14.4391204718293 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -14.297699115591989 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.00986979645180183 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.008394064599465505 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.27703485e+00 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.30319780e+00 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.26607827e+00 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -8.18900363e+00 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -7.82201521e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 6.65246060e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.83423499e+01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.87241876e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.44391205e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.42976991e+01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -9.86979645e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 8.39406460e-03 luminosity_uncertainty: 12.419 statistical_uncertainty: 8.845 -- syst_JAR_plus: 0.14368409793710643 - syst_JAR_minus: -0.14368409793710643 - syst_JER_DataMC_Difference_plus: 0.059184837585314024 - syst_JER_DataMC_Difference_minus: -0.059184837585314024 - syst_JER_NP0_plus: 4.729837259356816 - syst_JER_NP0_minus: -4.729837259356816 - syst_JER_NP1_plus: 1.4410836200581836 - syst_JER_NP1_minus: 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-0.0892156625823067 - syst_JES_Zjet_Stat7_plus: 0.08193246273608526 - syst_JES_Zjet_Stat7_minus: -0.0769897863355913 - syst_JES_Zjet_Stat8_plus: 0.20449528111914955 - syst_JES_Zjet_Stat8_minus: -0.21022284604676056 - syst_JES_Zjet_Stat9_plus: 0.5278552121557577 - syst_JES_Zjet_Stat9_minus: -0.562220601721424 - syst_JES_Zjet_Veto_plus: 1.0528819971867693 - syst_JES_Zjet_Veto_minus: -1.0769236277471117 - syst_JES_Zjet_dPhi_plus: 0.05250267850310115 - syst_JES_Zjet_dPhi_minus: -0.041606163005016454 - syst_Unfolding_bias_plus: -0.077109994488393 - syst_Unfolding_bias_minus: 0.077109994488393 - syst_jetselection_BCH_plus: 0.8815500241052687 - syst_jetselection_BCH_minus: -0.8815500241052687 + syst_JES_Zjet_JVF_plus: 1.94878629e-01 + syst_JES_Zjet_JVF_minus: -1.88443957e-01 + syst_JES_Zjet_MC_plus: 3.85302485e+00 + syst_JES_Zjet_MC_minus: -3.93222081e+00 + syst_JES_Zjet_MuScale_plus: 2.26344881e-01 + syst_JES_Zjet_MuScale_minus: -2.56750472e-01 + syst_JES_Zjet_MuSmearID_plus: 2.86024693e-02 + syst_JES_Zjet_MuSmearID_minus: -2.42396205e-02 + syst_JES_Zjet_MuSmearMS_plus: 8.02141933e-03 + syst_JES_Zjet_MuSmearMS_minus: -8.27951330e-03 + syst_JES_Zjet_OOC_plus: 8.34103159e-01 + syst_JES_Zjet_OOC_minus: -8.56730576e-01 + syst_JES_Zjet_Stat1_plus: 2.52649253e-02 + syst_JES_Zjet_Stat1_minus: -1.80100097e-02 + syst_JES_Zjet_Stat10_plus: 6.46507730e-01 + syst_JES_Zjet_Stat10_minus: -6.46083466e-01 + syst_JES_Zjet_Stat11_plus: 1.12995664e-01 + syst_JES_Zjet_Stat11_minus: -1.81302179e-01 + syst_JES_Zjet_Stat2_plus: 3.14733228e-02 + syst_JES_Zjet_Stat2_minus: -2.11637060e-02 + syst_JES_Zjet_Stat3_plus: 2.42184073e-02 + syst_JES_Zjet_Stat3_minus: -1.77483802e-02 + syst_JES_Zjet_Stat4_plus: 3.68402633e-02 + syst_JES_Zjet_Stat4_minus: -2.89560227e-02 + syst_JES_Zjet_Stat5_plus: 5.91919087e-02 + syst_JES_Zjet_Stat5_minus: -4.90095710e-02 + syst_JES_Zjet_Stat6_plus: 8.68256417e-02 + syst_JES_Zjet_Stat6_minus: -8.92156626e-02 + syst_JES_Zjet_Stat7_plus: 8.19324627e-02 + syst_JES_Zjet_Stat7_minus: -7.69897863e-02 + syst_JES_Zjet_Stat8_plus: 2.04495281e-01 + syst_JES_Zjet_Stat8_minus: -2.10222846e-01 + syst_JES_Zjet_Stat9_plus: 5.27855212e-01 + syst_JES_Zjet_Stat9_minus: -5.62220602e-01 + syst_JES_Zjet_Veto_plus: 1.05288200e+00 + syst_JES_Zjet_Veto_minus: -1.07692363e+00 + syst_JES_Zjet_dPhi_plus: 5.25026785e-02 + syst_JES_Zjet_dPhi_minus: -4.16061630e-02 + syst_Unfolding_bias_plus: -7.71099945e-02 + syst_Unfolding_bias_minus: 7.71099945e-02 + syst_jetselection_BCH_plus: 8.81550024e-01 + syst_jetselection_BCH_minus: -8.81550024e-01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - 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syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.014962379489907345 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -7.65230959e-01 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 7.66786594e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.57159635e+00 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.62250804e+00 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.23107291e-02 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.17591858e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -8.13314220e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 8.15011276e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.27981532e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.37032499e+00 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.56624152e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.49623795e-02 luminosity_uncertainty: 5.91 statistical_uncertainty: 2.8336 -- syst_JAR_plus: 0.0680378144857696 - syst_JAR_minus: -0.0680378144857696 - syst_JER_DataMC_Difference_plus: 0.027707272114013675 - syst_JER_DataMC_Difference_minus: -0.027707272114013675 - syst_JER_NP0_plus: 1.965756851698602 - syst_JER_NP0_minus: -1.965756851698602 - syst_JER_NP1_plus: 0.6759940828143394 - syst_JER_NP1_minus: -0.6759940828143394 - syst_JER_NP2_plus: 0.17154410511585644 - syst_JER_NP2_minus: -0.17154410511585644 - syst_JER_NP3_plus: 0.22090015844267744 - syst_JER_NP3_minus: -0.22090015844267744 - syst_JER_NP4_plus: 0.15330075016124348 - syst_JER_NP4_minus: -0.15330075016124348 - syst_JER_NP5_plus: 0.20166685399440334 - syst_JER_NP5_minus: -0.20166685399440334 - syst_JER_NP6_plus: 0.11723830432072957 - syst_JER_NP6_minus: -0.11723830432072957 - syst_JER_NP7_plus: 0.08238501107604465 - syst_JER_NP7_minus: -0.08238501107604465 - 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-1.17238304e-01 + syst_JER_NP7_plus: 8.23850111e-02 + syst_JER_NP7_minus: -8.23850111e-02 + syst_JER_NP8_plus: 7.67917964e-02 + syst_JER_NP8_minus: -7.67917964e-02 + syst_JER_NoiseInSitu_plus: 2.34900873e-01 + syst_JER_NoiseInSitu_minus: -2.34900873e-01 + syst_JES_EtaIntercalibration_Modelling_plus: 1.75079639e+00 + syst_JES_EtaIntercalibration_Modelling_minus: -1.74301822e+00 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -93444,14 +93444,14 @@ bins: syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 syst_JES_EtaIntercalibration_Stat101_minus: 0.0 - syst_JES_EtaIntercalibration_Stat102_plus: 0.002036467529817257 - syst_JES_EtaIntercalibration_Stat102_minus: -5.325928275897076e-28 - syst_JES_EtaIntercalibration_Stat103_plus: 0.03672712621482928 - syst_JES_EtaIntercalibration_Stat103_minus: -0.027497968506782457 - 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syst_JES_MJB_Stat7_minus: 5.251682063872488e-44 + syst_JES_MJB_Stat7_minus: 5.25168206e-44 syst_JES_MJB_Stat8_plus: -0.0 syst_JES_MJB_Stat8_minus: -0.0 syst_JES_MJB_Stat9_plus: -0.0 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: -0.019042385617353722 - syst_JES_MJB_Threshold_minus: 0.01739482681718907 - syst_JES_Pileup_MuOffset_plus: -0.4648519979520363 - syst_JES_Pileup_MuOffset_minus: 0.5077733795700597 - syst_JES_Pileup_NPVOffset_plus: 0.16631151493507595 - syst_JES_Pileup_NPVOffset_minus: -0.15358359287371812 - syst_JES_Pileup_Pt_term_plus: 1.3138043994446054 - syst_JES_Pileup_Pt_term_minus: -1.26572113832392 - syst_JES_Punch_through_plus: 0.04567909806465097 - syst_JES_Punch_through_minus: -0.04852166732502089 + syst_JES_MJB_Threshold_plus: -1.90423856e-02 + syst_JES_MJB_Threshold_minus: 1.73948268e-02 + syst_JES_Pileup_MuOffset_plus: -4.64851998e-01 + syst_JES_Pileup_MuOffset_minus: 5.07773380e-01 + syst_JES_Pileup_NPVOffset_plus: 1.66311515e-01 + syst_JES_Pileup_NPVOffset_minus: -1.53583593e-01 + syst_JES_Pileup_Pt_term_plus: 1.31380440e+00 + syst_JES_Pileup_Pt_term_minus: -1.26572114e+00 + syst_JES_Punch_through_plus: 4.56790981e-02 + syst_JES_Punch_through_minus: -4.85216673e-02 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.09042481517813569 - syst_JES_Zjet_JVF_minus: -0.09002883538067122 - syst_JES_Zjet_MC_plus: 1.884439571862149 - syst_JES_Zjet_MC_minus: -1.884439571862149 - syst_JES_Zjet_MuScale_plus: 0.15096729778332788 - syst_JES_Zjet_MuScale_minus: -0.14432049404017433 - syst_JES_Zjet_MuSmearID_plus: 0.014333054454651318 - syst_JES_Zjet_MuSmearID_minus: -0.01132785063460849 - syst_JES_Zjet_MuSmearMS_plus: 0.003795749201409387 - syst_JES_Zjet_MuSmearMS_minus: -0.004187486358186734 - syst_JES_Zjet_OOC_plus: 0.4516291011438479 - syst_JES_Zjet_OOC_minus: -0.42539543956182696 - syst_JES_Zjet_Stat1_plus: 0.006722464168740507 - syst_JES_Zjet_Stat1_minus: -0.006600134695595235 - syst_JES_Zjet_Stat10_plus: 0.3691804504574964 - syst_JES_Zjet_Stat10_minus: -0.3654327845172078 - syst_JES_Zjet_Stat11_plus: 0.2779707467522437 - syst_JES_Zjet_Stat11_minus: -0.2739402380994803 - syst_JES_Zjet_Stat2_plus: 0.01195010460205265 - syst_JES_Zjet_Stat2_minus: -0.007875048222074578 - syst_JES_Zjet_Stat3_plus: 0.005767870014138667 - syst_JES_Zjet_Stat3_minus: -0.006862471311415443 - syst_JES_Zjet_Stat4_plus: 0.012176378772032348 - syst_JES_Zjet_Stat4_minus: -0.012940054095713818 - syst_JES_Zjet_Stat5_plus: 0.018257497090236656 - syst_JES_Zjet_Stat5_minus: -0.013958287860622448 - syst_JES_Zjet_Stat6_plus: 0.02589425032705137 - syst_JES_Zjet_Stat6_minus: -0.0237375746444324 - syst_JES_Zjet_Stat7_plus: 0.02309410747355264 - syst_JES_Zjet_Stat7_minus: -0.017896872631831515 - syst_JES_Zjet_Stat8_plus: 0.06088189386016173 - syst_JES_Zjet_Stat8_minus: -0.05764334480232735 - syst_JES_Zjet_Stat9_plus: 0.22613274862345786 - syst_JES_Zjet_Stat9_minus: -0.23207244558542486 - syst_JES_Zjet_Veto_plus: 0.652518137678946 - syst_JES_Zjet_Veto_minus: -0.6217589926973311 - syst_JES_Zjet_dPhi_plus: 0.0227334830151475 - syst_JES_Zjet_dPhi_minus: -0.017239263325328026 - syst_Unfolding_bias_plus: 0.07710292342058113 - syst_Unfolding_bias_minus: -0.07710292342058113 - syst_jetselection_BCH_plus: 0.4191021892092667 - syst_jetselection_BCH_minus: -0.4191021892092667 + syst_JES_Zjet_JVF_plus: 9.04248152e-02 + syst_JES_Zjet_JVF_minus: -9.00288354e-02 + syst_JES_Zjet_MC_plus: 1.88443957e+00 + syst_JES_Zjet_MC_minus: -1.88443957e+00 + syst_JES_Zjet_MuScale_plus: 1.50967298e-01 + syst_JES_Zjet_MuScale_minus: -1.44320494e-01 + syst_JES_Zjet_MuSmearID_plus: 1.43330545e-02 + syst_JES_Zjet_MuSmearID_minus: -1.13278506e-02 + syst_JES_Zjet_MuSmearMS_plus: 3.79574920e-03 + syst_JES_Zjet_MuSmearMS_minus: -4.18748636e-03 + syst_JES_Zjet_OOC_plus: 4.51629101e-01 + syst_JES_Zjet_OOC_minus: -4.25395440e-01 + syst_JES_Zjet_Stat1_plus: 6.72246417e-03 + syst_JES_Zjet_Stat1_minus: -6.60013470e-03 + syst_JES_Zjet_Stat10_plus: 3.69180450e-01 + syst_JES_Zjet_Stat10_minus: -3.65432785e-01 + syst_JES_Zjet_Stat11_plus: 2.77970747e-01 + syst_JES_Zjet_Stat11_minus: -2.73940238e-01 + syst_JES_Zjet_Stat2_plus: 1.19501046e-02 + syst_JES_Zjet_Stat2_minus: -7.87504822e-03 + syst_JES_Zjet_Stat3_plus: 5.76787001e-03 + syst_JES_Zjet_Stat3_minus: -6.86247131e-03 + syst_JES_Zjet_Stat4_plus: 1.21763788e-02 + syst_JES_Zjet_Stat4_minus: -1.29400541e-02 + syst_JES_Zjet_Stat5_plus: 1.82574971e-02 + syst_JES_Zjet_Stat5_minus: -1.39582879e-02 + syst_JES_Zjet_Stat6_plus: 2.58942503e-02 + syst_JES_Zjet_Stat6_minus: -2.37375746e-02 + syst_JES_Zjet_Stat7_plus: 2.30941075e-02 + syst_JES_Zjet_Stat7_minus: -1.78968726e-02 + syst_JES_Zjet_Stat8_plus: 6.08818939e-02 + syst_JES_Zjet_Stat8_minus: -5.76433448e-02 + syst_JES_Zjet_Stat9_plus: 2.26132749e-01 + syst_JES_Zjet_Stat9_minus: -2.32072446e-01 + syst_JES_Zjet_Veto_plus: 6.52518138e-01 + syst_JES_Zjet_Veto_minus: -6.21758993e-01 + syst_JES_Zjet_dPhi_plus: 2.27334830e-02 + syst_JES_Zjet_dPhi_minus: -1.72392633e-02 + syst_Unfolding_bias_plus: 7.71029234e-02 + syst_Unfolding_bias_minus: -7.71029234e-02 + syst_jetselection_BCH_plus: 4.19102189e-01 + syst_jetselection_BCH_minus: -4.19102189e-01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.4099805117319602 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.4193143212436226 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.5464425304549791 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.5365430355183678 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.011745043635508554 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.010839946955589774 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.4697729752823885 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.548968934775282 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.742584361510143 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.7254723774054286 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.015103800846144655 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.013937074657186849 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.09980512e-01 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.19314321e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.54644253e+00 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.53654304e+00 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.17450436e-02 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.08399470e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.46977298e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.54896893e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.74258436e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.72547238e+00 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -1.51038008e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.39370747e-02 luminosity_uncertainty: 2.765 statistical_uncertainty: 1.7505 -- syst_JAR_plus: 0.034337105294418746 - syst_JAR_minus: -0.034337105294418746 - syst_JER_DataMC_Difference_plus: 0.013237038943812169 - syst_JER_DataMC_Difference_minus: -0.013237038943812169 - syst_JER_NP0_plus: 0.8495180869175182 - syst_JER_NP0_minus: -0.8495180869175182 - syst_JER_NP1_plus: 0.3611194331519698 - syst_JER_NP1_minus: -0.3611194331519698 - syst_JER_NP2_plus: 0.08640137759318423 - syst_JER_NP2_minus: -0.08640137759318423 - syst_JER_NP3_plus: 0.0947452376111855 - syst_JER_NP3_minus: -0.0947452376111855 - syst_JER_NP4_plus: 0.07333404427685683 - syst_JER_NP4_minus: -0.07333404427685683 - syst_JER_NP5_plus: 0.1095308404057962 - syst_JER_NP5_minus: -0.1095308404057962 - syst_JER_NP6_plus: 0.05482198874539303 - syst_JER_NP6_minus: -0.05482198874539303 - syst_JER_NP7_plus: 0.039357563440843235 - syst_JER_NP7_minus: -0.039357563440843235 - syst_JER_NP8_plus: 0.0365786337907801 - syst_JER_NP8_minus: -0.0365786337907801 - syst_JER_NoiseInSitu_plus: 0.09722718241315029 - syst_JER_NoiseInSitu_minus: -0.09722718241315029 - syst_JES_EtaIntercalibration_Modelling_plus: 0.8163547788798691 - syst_JES_EtaIntercalibration_Modelling_minus: -0.8174861497297675 +- syst_JAR_plus: 3.43371053e-02 + syst_JAR_minus: -3.43371053e-02 + syst_JER_DataMC_Difference_plus: 1.32370389e-02 + syst_JER_DataMC_Difference_minus: -1.32370389e-02 + syst_JER_NP0_plus: 8.49518087e-01 + syst_JER_NP0_minus: -8.49518087e-01 + syst_JER_NP1_plus: 3.61119433e-01 + syst_JER_NP1_minus: -3.61119433e-01 + syst_JER_NP2_plus: 8.64013776e-02 + syst_JER_NP2_minus: -8.64013776e-02 + syst_JER_NP3_plus: 9.47452376e-02 + syst_JER_NP3_minus: -9.47452376e-02 + syst_JER_NP4_plus: 7.33340443e-02 + syst_JER_NP4_minus: -7.33340443e-02 + syst_JER_NP5_plus: 1.09530840e-01 + syst_JER_NP5_minus: -1.09530840e-01 + syst_JER_NP6_plus: 5.48219887e-02 + syst_JER_NP6_minus: -5.48219887e-02 + syst_JER_NP7_plus: 3.93575634e-02 + syst_JER_NP7_minus: -3.93575634e-02 + syst_JER_NP8_plus: 3.65786338e-02 + syst_JER_NP8_minus: -3.65786338e-02 + syst_JER_NoiseInSitu_plus: 9.72271824e-02 + syst_JER_NoiseInSitu_minus: -9.72271824e-02 + syst_JES_EtaIntercalibration_Modelling_plus: 8.16354779e-01 + syst_JES_EtaIntercalibration_Modelling_minus: -8.17486150e-01 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -94116,14 +94116,14 @@ bins: syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 syst_JES_EtaIntercalibration_Stat101_minus: 0.0 - syst_JES_EtaIntercalibration_Stat102_plus: 0.001056417531092702 - syst_JES_EtaIntercalibration_Stat102_minus: -1.2402652942012043e-20 - syst_JES_EtaIntercalibration_Stat103_plus: 0.013187541469129111 - syst_JES_EtaIntercalibration_Stat103_minus: -0.011879393923933997 - syst_JES_EtaIntercalibration_Stat104_plus: 0.040290944392009476 - syst_JES_EtaIntercalibration_Stat104_minus: -0.042942594821459026 - syst_JES_EtaIntercalibration_Stat105_plus: 0.00041443528445343547 - syst_JES_EtaIntercalibration_Stat105_minus: -0.008657108322066901 + syst_JES_EtaIntercalibration_Stat102_plus: 1.05641753e-03 + syst_JES_EtaIntercalibration_Stat102_minus: -1.24026529e-20 + syst_JES_EtaIntercalibration_Stat103_plus: 1.31875415e-02 + syst_JES_EtaIntercalibration_Stat103_minus: -1.18793939e-02 + syst_JES_EtaIntercalibration_Stat104_plus: 4.02909444e-02 + syst_JES_EtaIntercalibration_Stat104_minus: -4.29425948e-02 + syst_JES_EtaIntercalibration_Stat105_plus: 4.14435284e-04 + syst_JES_EtaIntercalibration_Stat105_minus: -8.65710832e-03 syst_JES_EtaIntercalibration_Stat106_plus: 0.0 syst_JES_EtaIntercalibration_Stat106_minus: 0.0 syst_JES_EtaIntercalibration_Stat107_plus: 0.0 @@ -94134,14 +94134,14 @@ bins: syst_JES_EtaIntercalibration_Stat109_minus: 0.0 syst_JES_EtaIntercalibration_Stat11_plus: 0.0 syst_JES_EtaIntercalibration_Stat11_minus: 0.0 - syst_JES_EtaIntercalibration_Stat110_plus: 0.023666863966313744 - syst_JES_EtaIntercalibration_Stat110_minus: -0.01711198410471445 - syst_JES_EtaIntercalibration_Stat111_plus: 0.08995812470255257 - 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- syst_JES_Zjet_MuSmearMS_plus: 2.5059864325251243e-09 - syst_JES_Zjet_MuSmearMS_minus: -2.675692060009896e-09 - syst_JES_Zjet_OOC_plus: 2.7821823412565898e-05 - syst_JES_Zjet_OOC_minus: -2.4289117933757907e-05 - syst_JES_Zjet_Stat1_plus: 2.464267132435118e-08 - syst_JES_Zjet_Stat1_minus: -5.055106378702628e-08 - syst_JES_Zjet_Stat10_plus: 3.2187500679611643e-07 - syst_JES_Zjet_Stat10_minus: -2.8265179364369863e-08 - syst_JES_Zjet_Stat11_plus: 5.69998776314476e-07 - syst_JES_Zjet_Stat11_minus: -1.078337841309485e-06 - syst_JES_Zjet_Stat2_plus: 1.4410836200581837e-07 - syst_JES_Zjet_Stat2_minus: -6.396487942613508e-07 - syst_JES_Zjet_Stat3_plus: 1.2197591975467944e-08 - syst_JES_Zjet_Stat3_minus: -1.0479322497184633e-09 - syst_JES_Zjet_Stat4_plus: 4.601850931962051e-07 - syst_JES_Zjet_Stat4_minus: -2.1114208486230306e-07 - syst_JES_Zjet_Stat5_plus: 6.509625027603357e-07 - syst_JES_Zjet_Stat5_minus: -5.30259375211792e-07 - syst_JES_Zjet_Stat6_plus: 3.331180046169825e-07 - 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syst_JES_Zjet_MuScale_minus: -1.70412734e-06 + syst_JES_Zjet_MuSmearID_plus: 1.12712821e-08 + syst_JES_Zjet_MuSmearID_minus: -7.61059029e-08 + syst_JES_Zjet_MuSmearMS_plus: 2.50598643e-09 + syst_JES_Zjet_MuSmearMS_minus: -2.67569206e-09 + syst_JES_Zjet_OOC_plus: 2.78218234e-05 + syst_JES_Zjet_OOC_minus: -2.42891179e-05 + syst_JES_Zjet_Stat1_plus: 2.46426713e-08 + syst_JES_Zjet_Stat1_minus: -5.05510638e-08 + syst_JES_Zjet_Stat10_plus: 3.21875007e-07 + syst_JES_Zjet_Stat10_minus: -2.82651794e-08 + syst_JES_Zjet_Stat11_plus: 5.69998776e-07 + syst_JES_Zjet_Stat11_minus: -1.07833784e-06 + syst_JES_Zjet_Stat2_plus: 1.44108362e-07 + syst_JES_Zjet_Stat2_minus: -6.39648794e-07 + syst_JES_Zjet_Stat3_plus: 1.21975920e-08 + syst_JES_Zjet_Stat3_minus: -1.04793225e-09 + syst_JES_Zjet_Stat4_plus: 4.60185093e-07 + syst_JES_Zjet_Stat4_minus: -2.11142085e-07 + syst_JES_Zjet_Stat5_plus: 6.50962503e-07 + syst_JES_Zjet_Stat5_minus: -5.30259375e-07 + syst_JES_Zjet_Stat6_plus: 3.33118005e-07 + syst_JES_Zjet_Stat6_minus: -3.05399419e-07 + syst_JES_Zjet_Stat7_plus: 2.79264752e-07 + syst_JES_Zjet_Stat7_minus: -2.12344166e-07 + syst_JES_Zjet_Stat8_plus: 4.61245753e-07 + syst_JES_Zjet_Stat8_minus: -6.96500179e-07 + syst_JES_Zjet_Stat9_plus: 5.65049029e-07 + syst_JES_Zjet_Stat9_minus: -1.69917760e-07 + syst_JES_Zjet_Veto_plus: 8.63730933e-06 + syst_JES_Zjet_Veto_minus: -8.11900006e-06 + syst_JES_Zjet_dPhi_plus: 6.91055457e-07 + syst_JES_Zjet_dPhi_minus: -5.30400797e-07 + syst_Unfolding_bias_plus: 3.26683333e-06 + syst_Unfolding_bias_minus: -3.26683333e-06 + syst_jetselection_BCH_plus: 6.01465028e-06 + syst_jetselection_BCH_minus: -6.01465028e-06 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.226933326530959e-06 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.489977049132355e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.688928127220295e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.084907924684761e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.1214713549618643e-05 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -9.80615684149504e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.3795653300949543e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.4495689014324224e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.921916231265036e-05 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.0095974721321678e-05 - 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syst_JES_Gjet_Stat4_plus: 1.40643539e-07 + syst_JES_Gjet_Stat4_minus: -3.94212031e-08 + syst_JES_Gjet_Stat5_plus: 3.06389368e-08 + syst_JES_Gjet_Stat5_minus: -1.05358910e-07 + syst_JES_Gjet_Stat6_plus: 3.05399419e-08 + syst_JES_Gjet_Stat6_minus: -2.53780624e-07 + syst_JES_Gjet_Stat7_plus: 1.24238661e-07 + syst_JES_Gjet_Stat7_minus: -1.79392990e-07 + syst_JES_Gjet_Stat8_plus: 3.02570992e-07 + syst_JES_Gjet_Stat8_minus: -3.93504924e-07 + syst_JES_Gjet_Stat9_plus: 1.66170094e-06 + syst_JES_Gjet_Stat9_minus: -5.52957503e-07 + syst_JES_Gjet_Veto_plus: 1.61786032e-07 + syst_JES_Gjet_Veto_minus: -1.84625581e-07 + syst_JES_Gjet_dPhi_plus: 1.92403755e-06 + syst_JES_Gjet_dPhi_minus: -1.17591858e-06 + syst_JES_LArESZee_plus: 2.65942860e-05 + syst_JES_LArESZee_minus: -2.43881129e-05 + syst_JES_LArESmaterial_plus: 4.18607214e-05 + syst_JES_LArESmaterial_minus: -3.52492730e-05 + syst_JES_LArESpresampler_plus: 9.80262131e-06 + syst_JES_LArESpresampler_minus: -7.51725219e-06 + syst_JES_LArEsmear_plus: 2.08808632e-06 + syst_JES_LArEsmear_minus: -1.31309729e-06 + syst_JES_MJB_Alpha_plus: 1.71473394e-07 + syst_JES_MJB_Alpha_minus: -2.20970869e-07 + syst_JES_MJB_Asym_plus: 6.70407939e-06 + syst_JES_MJB_Asym_minus: -5.94040407e-06 + syst_JES_MJB_Beta_plus: 3.99868885e-06 + syst_JES_MJB_Beta_minus: -2.39002092e-06 + syst_JES_MJB_Stat1_plus: 1.21127392e-07 + syst_JES_MJB_Stat1_minus: -3.67200551e-09 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 4.3296148212052306e-07 - syst_JES_MJB_Stat2_minus: -6.03374216386481e-07 - syst_JES_MJB_Stat3_plus: 1.9325228329828343e-06 - syst_JES_MJB_Stat3_minus: -1.0394469683442247e-06 - syst_JES_MJB_Stat4_plus: 8.147991439612585e-08 - syst_JES_MJB_Stat4_minus: -1.5337146083936214e-07 - syst_JES_MJB_Stat5_plus: 3.2307708832413356e-09 - syst_JES_MJB_Stat5_minus: -1.415627775935468e-09 - syst_JES_MJB_Stat6_plus: 9.190973941862744e-07 + syst_JES_MJB_Stat2_plus: 4.32961482e-07 + syst_JES_MJB_Stat2_minus: -6.03374216e-07 + syst_JES_MJB_Stat3_plus: 1.93252283e-06 + syst_JES_MJB_Stat3_minus: -1.03944697e-06 + syst_JES_MJB_Stat4_plus: 8.14799144e-08 + syst_JES_MJB_Stat4_minus: -1.53371461e-07 + syst_JES_MJB_Stat5_plus: 3.23077088e-09 + syst_JES_MJB_Stat5_minus: -1.41562778e-09 + syst_JES_MJB_Stat6_plus: 9.19097394e-07 syst_JES_MJB_Stat6_minus: 0.0 - syst_JES_MJB_Stat7_plus: -1.7041273426595794e-08 - syst_JES_MJB_Stat7_minus: 2.0633375875023456e-08 + syst_JES_MJB_Stat7_plus: -1.70412734e-08 + syst_JES_MJB_Stat7_minus: 2.06333759e-08 syst_JES_MJB_Stat8_plus: 0.0 - syst_JES_MJB_Stat8_minus: -2.8927738418341657e-08 - syst_JES_MJB_Stat9_plus: -5.926969039905641e-08 - syst_JES_MJB_Stat9_minus: 2.2676914472652578e-08 - syst_JES_MJB_Threshold_plus: 5.328049596240635e-06 - syst_JES_MJB_Threshold_minus: -4.8684301884693796e-06 + syst_JES_MJB_Stat8_minus: -2.89277384e-08 + syst_JES_MJB_Stat9_plus: -5.92696904e-08 + syst_JES_MJB_Stat9_minus: 2.26769145e-08 + syst_JES_MJB_Threshold_plus: 5.32804960e-06 + syst_JES_MJB_Threshold_minus: -4.86843019e-06 syst_JES_Pileup_MuOffset_plus: 0.0 - syst_JES_Pileup_MuOffset_minus: -3.9887893526733147e-07 - syst_JES_Pileup_NPVOffset_plus: 3.0822784591921606e-07 - syst_JES_Pileup_NPVOffset_minus: -5.753020771733751e-07 - syst_JES_Pileup_Pt_term_plus: 3.4181541802557705e-06 - syst_JES_Pileup_Pt_term_minus: -3.6302862146117348e-06 - syst_JES_Punch_through_plus: 7.329161786998565e-06 - syst_JES_Punch_through_minus: -4.311937151675566e-06 + syst_JES_Pileup_MuOffset_minus: -3.98878935e-07 + syst_JES_Pileup_NPVOffset_plus: 3.08227846e-07 + syst_JES_Pileup_NPVOffset_minus: -5.75302077e-07 + syst_JES_Pileup_Pt_term_plus: 3.41815418e-06 + syst_JES_Pileup_Pt_term_minus: -3.63028621e-06 + syst_JES_Punch_through_plus: 7.32916179e-06 + syst_JES_Punch_through_minus: -4.31193715e-06 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 1.7027131290972063e-07 - syst_JES_Zjet_JVF_minus: -3.725038523290732e-08 - syst_JES_Zjet_MC_plus: 1.8137288937434944e-06 - syst_JES_Zjet_MC_minus: -1.2487505755754428e-06 + syst_JES_Zjet_JVF_plus: 1.70271313e-07 + syst_JES_Zjet_JVF_minus: -3.72503852e-08 + syst_JES_Zjet_MC_plus: 1.81372889e-06 + syst_JES_Zjet_MC_minus: -1.24875058e-06 syst_JES_Zjet_MuScale_plus: 0.0 - syst_JES_Zjet_MuScale_minus: -3.9428274118961886e-07 - syst_JES_Zjet_MuSmearID_plus: 3.4011836175072933e-09 - syst_JES_Zjet_MuSmearID_minus: -2.2973899320750928e-08 - syst_JES_Zjet_MuSmearMS_plus: 7.564628345133685e-10 - syst_JES_Zjet_MuSmearMS_minus: -8.076573654712746e-10 - syst_JES_Zjet_OOC_plus: 9.282190716635808e-06 - syst_JES_Zjet_OOC_minus: -6.893584009787651e-06 - syst_JES_Zjet_Stat1_plus: 7.4394704448636665e-09 - syst_JES_Zjet_Stat1_minus: -1.5259364338005693e-08 - syst_JES_Zjet_Stat10_plus: 9.71423295994079e-08 + syst_JES_Zjet_MuScale_minus: -3.94282741e-07 + syst_JES_Zjet_MuSmearID_plus: 3.40118362e-09 + syst_JES_Zjet_MuSmearID_minus: -2.29738993e-08 + syst_JES_Zjet_MuSmearMS_plus: 7.56462835e-10 + syst_JES_Zjet_MuSmearMS_minus: -8.07657365e-10 + syst_JES_Zjet_OOC_plus: 9.28219072e-06 + syst_JES_Zjet_OOC_minus: -6.89358401e-06 + syst_JES_Zjet_Stat1_plus: 7.43947044e-09 + syst_JES_Zjet_Stat1_minus: -1.52593643e-08 + syst_JES_Zjet_Stat10_plus: 9.71423296e-08 syst_JES_Zjet_Stat10_minus: 0.0 - syst_JES_Zjet_Stat11_plus: 4.68599663892325e-08 - syst_JES_Zjet_Stat11_minus: -2.281126476107802e-07 + syst_JES_Zjet_Stat11_plus: 4.68599664e-08 + syst_JES_Zjet_Stat11_minus: -2.28112648e-07 syst_JES_Zjet_Stat2_plus: 0.0 - syst_JES_Zjet_Stat2_minus: -1.8229212818989194e-07 - syst_JES_Zjet_Stat3_plus: 3.6826121164195395e-09 - syst_JES_Zjet_Stat3_minus: -3.1628886322474267e-10 - syst_JES_Zjet_Stat4_plus: 1.3795653300949542e-07 - syst_JES_Zjet_Stat4_minus: -4.2758747058350526e-08 - syst_JES_Zjet_Stat5_plus: 1.9699994923857213e-07 - syst_JES_Zjet_Stat5_minus: -1.530179074487689e-07 - syst_JES_Zjet_Stat6_plus: 1.0076271631908302e-07 - syst_JES_Zjet_Stat6_minus: 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1.96999949e-07 + syst_JES_Zjet_Stat5_minus: -1.53017907e-07 + syst_JES_Zjet_Stat6_plus: 1.00762716e-07 + syst_JES_Zjet_Stat6_minus: -8.17556860e-08 + syst_JES_Zjet_Stat7_plus: 1.64897301e-08 + syst_JES_Zjet_Stat7_minus: -4.27728892e-08 + syst_JES_Zjet_Stat8_plus: 1.38239376e-07 + syst_JES_Zjet_Stat8_minus: -2.09727871e-07 + syst_JES_Zjet_Stat9_plus: 1.69988470e-07 + syst_JES_Zjet_Stat9_minus: -3.61826540e-08 + syst_JES_Zjet_Veto_plus: 2.79717301e-06 + syst_JES_Zjet_Veto_minus: -2.20970869e-06 + syst_JES_Zjet_dPhi_plus: 2.09798582e-07 + syst_JES_Zjet_dPhi_minus: -1.52310801e-07 + syst_Unfolding_bias_plus: 1.46229682e-06 + syst_Unfolding_bias_minus: -1.46229682e-06 + syst_jetselection_BCH_plus: 1.69634917e-06 + syst_jetselection_BCH_minus: -1.69634917e-06 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.428355697996826e-06 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.8978746007046936e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.824325905415308e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.4854803358707144e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.137988883503676e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.0921779541287724e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.609780117957325e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.796305296788351e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.390831088364017e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.623620230776612e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.067532277959542e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.281380548682323e-06 - luminosity_uncertainty: 8.781e-06 - statistical_uncertainty: 2.4988e-05 -- syst_JAR_plus: 2.2153655454574532e-07 - syst_JAR_minus: -2.2153655454574532e-07 - syst_JER_DataMC_Difference_plus: 3.880602015151773e-07 - syst_JER_DataMC_Difference_minus: -3.880602015151773e-07 - syst_JER_NP0_plus: 3.271075969768969e-06 - syst_JER_NP0_minus: -3.271075969768969e-06 - syst_JER_NP1_plus: 2.508107752868684e-06 - syst_JER_NP1_minus: -2.508107752868684e-06 - syst_JER_NP2_plus: 6.001215251930229e-07 - syst_JER_NP2_minus: -6.001215251930229e-07 - syst_JER_NP3_plus: 1.2324871196081523e-06 - syst_JER_NP3_minus: -1.2324871196081523e-06 - syst_JER_NP4_plus: 1.4983592693342941e-06 - syst_JER_NP4_minus: -1.4983592693342941e-06 - syst_JER_NP5_plus: 1.2084454890478096e-06 - syst_JER_NP5_minus: -1.2084454890478096e-06 - syst_JER_NP6_plus: 1.2324871196081523e-06 - syst_JER_NP6_minus: -1.2324871196081523e-06 - syst_JER_NP7_plus: 1.050053570062023e-06 - syst_JER_NP7_minus: -1.050053570062023e-06 - syst_JER_NP8_plus: 7.10288761701887e-07 - syst_JER_NP8_minus: -7.10288761701887e-07 - syst_JER_NoiseInSitu_plus: 2.660842817604978e-06 - syst_JER_NoiseInSitu_minus: -2.660842817604978e-06 - syst_JES_EtaIntercalibration_Modelling_plus: 3.2986531342352442e-06 - syst_JES_EtaIntercalibration_Modelling_minus: -2.8581256095560244e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.42835570e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.89787460e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.82432591e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.48548034e-06 + 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syst_JES_MJB_Stat1_plus: 2.731977759792345e-08 + syst_JES_Gjet_Stat6_minus: -5.74453549e-08 + syst_JES_Gjet_Stat7_plus: 2.80509260e-08 + syst_JES_Gjet_Stat7_minus: -4.05525739e-08 + syst_JES_Gjet_Stat8_plus: 6.83347993e-08 + syst_JES_Gjet_Stat8_minus: -4.74397939e-08 + syst_JES_Gjet_Stat9_plus: 4.70791695e-07 + syst_JES_Gjet_Stat9_minus: -6.78044692e-08 + syst_JES_Gjet_Veto_plus: 3.64301414e-08 + syst_JES_Gjet_Veto_minus: -4.12879650e-08 + syst_JES_Gjet_dPhi_plus: 4.57427377e-07 + syst_JES_Gjet_dPhi_minus: -2.11354217e-07 + syst_JES_LArESZee_plus: 6.40638744e-06 + syst_JES_LArESZee_minus: -5.85060151e-06 + syst_JES_LArESmaterial_plus: 9.97727668e-06 + syst_JES_LArESmaterial_minus: -8.18900363e-06 + syst_JES_LArESpresampler_plus: 2.31082496e-06 + syst_JES_LArESpresampler_minus: -1.52735065e-06 + syst_JES_LArEsmear_plus: 4.81327586e-07 + syst_JES_LArEsmear_minus: -2.21395133e-07 + syst_JES_MJB_Alpha_plus: 3.87423805e-08 + syst_JES_MJB_Alpha_minus: -4.99500230e-08 + syst_JES_MJB_Asym_plus: 1.80665783e-06 + syst_JES_MJB_Asym_minus: -1.42694148e-06 + syst_JES_MJB_Beta_plus: 1.12429978e-06 + syst_JES_MJB_Beta_minus: -4.74751493e-07 + syst_JES_MJB_Stat1_plus: 2.73197776e-08 syst_JES_MJB_Stat1_minus: 0.0 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 9.736153270157573e-08 - syst_JES_MJB_Stat2_minus: -1.3145115062257916e-07 - syst_JES_MJB_Stat3_plus: 5.111674921197552e-07 - syst_JES_MJB_Stat3_minus: -2.3256742033225546e-07 - syst_JES_MJB_Stat4_plus: 1.844134485334516e-08 - syst_JES_MJB_Stat4_minus: -3.4895719651556116e-08 - syst_JES_MJB_Stat5_plus: 7.310069903906529e-10 - syst_JES_MJB_Stat5_minus: -3.2024866119938736e-10 - syst_JES_MJB_Stat6_plus: 3.589274021302915e-07 + syst_JES_MJB_Stat2_plus: 9.73615327e-08 + syst_JES_MJB_Stat2_minus: -1.31451151e-07 + syst_JES_MJB_Stat3_plus: 5.11167492e-07 + syst_JES_MJB_Stat3_minus: -2.32567420e-07 + syst_JES_MJB_Stat4_plus: 1.84413449e-08 + syst_JES_MJB_Stat4_minus: -3.48957197e-08 + syst_JES_MJB_Stat5_plus: 7.31006990e-10 + syst_JES_MJB_Stat5_minus: -3.20248661e-10 + syst_JES_MJB_Stat6_plus: 3.58927402e-07 syst_JES_MJB_Stat6_minus: 0.0 - syst_JES_MJB_Stat7_plus: -3.928685276272458e-09 - syst_JES_MJB_Stat7_minus: 4.693067706735116e-09 + syst_JES_MJB_Stat7_plus: -3.92868528e-09 + syst_JES_MJB_Stat7_minus: 4.69306771e-09 syst_JES_MJB_Stat8_plus: 0.0 - syst_JES_MJB_Stat8_minus: -6.9190398539103666e-09 - syst_JES_MJB_Stat9_plus: -1.787565942839592e-08 - syst_JES_MJB_Stat9_minus: 6.841258107979847e-09 - syst_JES_MJB_Threshold_plus: 1.3293607486307093e-06 - syst_JES_MJB_Threshold_minus: -1.0493464632808365e-06 + syst_JES_MJB_Stat8_minus: -6.91903985e-09 + syst_JES_MJB_Stat9_plus: -1.78756594e-08 + syst_JES_MJB_Stat9_minus: 6.84125811e-09 + syst_JES_MJB_Threshold_plus: 1.32936075e-06 + syst_JES_MJB_Threshold_minus: -1.04934646e-06 syst_JES_Pileup_MuOffset_plus: 0.0 - syst_JES_Pileup_MuOffset_minus: -9.160568350271723e-08 - syst_JES_Pileup_NPVOffset_plus: 6.978436823530038e-08 - syst_JES_Pileup_NPVOffset_minus: -7.446541512675531e-08 - syst_JES_Pileup_Pt_term_plus: 9.319667376038696e-07 - syst_JES_Pileup_Pt_term_minus: -8.070209693682066e-07 - syst_JES_Punch_through_plus: 2.257791952328646e-06 - syst_JES_Punch_through_minus: -9.85141167549098e-07 + syst_JES_Pileup_MuOffset_minus: -9.16056835e-08 + syst_JES_Pileup_NPVOffset_plus: 6.97843682e-08 + syst_JES_Pileup_NPVOffset_minus: -7.44654151e-08 + syst_JES_Pileup_Pt_term_plus: 9.31966738e-07 + syst_JES_Pileup_Pt_term_minus: -8.07020969e-07 + syst_JES_Punch_through_plus: 2.25779195e-06 + syst_JES_Punch_through_minus: -9.85141168e-07 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 3.8480751032171915e-08 - syst_JES_Zjet_JVF_minus: -7.207539420634479e-09 - syst_JES_Zjet_MC_plus: 4.100512224100789e-07 - syst_JES_Zjet_MC_minus: -2.1043497808111655e-07 + syst_JES_Zjet_JVF_plus: 3.84807510e-08 + syst_JES_Zjet_JVF_minus: -7.20753942e-09 + syst_JES_Zjet_MC_plus: 4.10051222e-07 + syst_JES_Zjet_MC_minus: -2.10434978e-07 syst_JES_Zjet_MuScale_plus: 0.0 - syst_JES_Zjet_MuScale_minus: -5.062177446514493e-08 - syst_JES_Zjet_MuSmearID_plus: 7.696150206434384e-10 - syst_JES_Zjet_MuSmearID_minus: -5.19794194850231e-09 - syst_JES_Zjet_MuSmearMS_plus: 1.7119055172526317e-10 - syst_JES_Zjet_MuSmearMS_minus: -1.827871029367225e-10 - syst_JES_Zjet_OOC_plus: 2.276883835420683e-06 - syst_JES_Zjet_OOC_minus: -1.4198704166225874e-06 - syst_JES_Zjet_Stat1_plus: 1.6836212460051695e-09 - syst_JES_Zjet_Stat1_minus: -3.452802412533911e-09 - syst_JES_Zjet_Stat10_plus: 2.1976878759277895e-08 + syst_JES_Zjet_MuScale_minus: -5.06217745e-08 + syst_JES_Zjet_MuSmearID_plus: 7.69615021e-10 + syst_JES_Zjet_MuSmearID_minus: -5.19794195e-09 + syst_JES_Zjet_MuSmearMS_plus: 1.71190552e-10 + syst_JES_Zjet_MuSmearMS_minus: -1.82787103e-10 + syst_JES_Zjet_OOC_plus: 2.27688384e-06 + syst_JES_Zjet_OOC_minus: -1.41987042e-06 + syst_JES_Zjet_Stat1_plus: 1.68362125e-09 + syst_JES_Zjet_Stat1_minus: -3.45280241e-09 + syst_JES_Zjet_Stat10_plus: 2.19768788e-08 syst_JES_Zjet_Stat10_minus: 0.0 syst_JES_Zjet_Stat11_plus: 0.0 - syst_JES_Zjet_Stat11_minus: -3.974647217049583e-08 + syst_JES_Zjet_Stat11_minus: -3.97464722e-08 syst_JES_Zjet_Stat2_plus: 0.0 - syst_JES_Zjet_Stat2_minus: -4.932776905557355e-08 - syst_JES_Zjet_Stat3_plus: 8.332546309502275e-10 - syst_JES_Zjet_Stat3_minus: -7.15592062560786e-11 - syst_JES_Zjet_Stat4_plus: 3.1133911575643684e-08 - syst_JES_Zjet_Stat4_minus: -7.841107096577625e-09 - syst_JES_Zjet_Stat5_plus: 4.4632580028494875e-08 - syst_JES_Zjet_Stat5_minus: -3.4025978310696664e-08 - syst_JES_Zjet_Stat6_plus: 2.2825406896701753e-08 - syst_JES_Zjet_Stat6_minus: -1.7599887783733165e-08 + syst_JES_Zjet_Stat2_minus: -4.93277691e-08 + syst_JES_Zjet_Stat3_plus: 8.33254631e-10 + syst_JES_Zjet_Stat3_minus: -7.15592063e-11 + syst_JES_Zjet_Stat4_plus: 3.11339116e-08 + syst_JES_Zjet_Stat4_minus: -7.84110710e-09 + syst_JES_Zjet_Stat5_plus: 4.46325800e-08 + syst_JES_Zjet_Stat5_minus: -3.40259783e-08 + syst_JES_Zjet_Stat6_plus: 2.28254069e-08 + syst_JES_Zjet_Stat6_minus: -1.75998878e-08 syst_JES_Zjet_Stat7_plus: 0.0 - syst_JES_Zjet_Stat7_minus: -8.674785991596564e-09 - syst_JES_Zjet_Stat8_plus: 3.1211693321574205e-08 - syst_JES_Zjet_Stat8_minus: -4.742565181418174e-08 - syst_JES_Zjet_Stat9_plus: 3.8431253557488856e-08 - syst_JES_Zjet_Stat9_minus: -6.9190398539103666e-09 - syst_JES_Zjet_Veto_plus: 6.715393100928642e-07 - syst_JES_Zjet_Veto_minus: -4.244054900681658e-07 - syst_JES_Zjet_dPhi_plus: 4.7581215306042785e-08 - syst_JES_Zjet_dPhi_minus: -3.382091734415256e-08 - syst_Unfolding_bias_plus: -3.048337333695206e-07 - syst_Unfolding_bias_minus: 3.048337333695206e-07 - syst_jetselection_BCH_plus: 3.7144319215729336e-07 - syst_jetselection_BCH_minus: -3.7144319215729336e-07 + syst_JES_Zjet_Stat7_minus: -8.67478599e-09 + syst_JES_Zjet_Stat8_plus: 3.12116933e-08 + syst_JES_Zjet_Stat8_minus: -4.74256518e-08 + syst_JES_Zjet_Stat9_plus: 3.84312536e-08 + syst_JES_Zjet_Stat9_minus: -6.91903985e-09 + syst_JES_Zjet_Veto_plus: 6.71539310e-07 + syst_JES_Zjet_Veto_minus: -4.24405490e-07 + syst_JES_Zjet_dPhi_plus: 4.75812153e-08 + syst_JES_Zjet_dPhi_minus: -3.38209173e-08 + syst_Unfolding_bias_plus: -3.04833733e-07 + syst_Unfolding_bias_minus: 3.04833733e-07 + syst_jetselection_BCH_plus: 3.71443192e-07 + syst_jetselection_BCH_minus: -3.71443192e-07 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.7175527814561393e-07 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.030357641361099e-07 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.02510587108835e-07 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.855702266408022e-07 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.0677312395916867e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.365224232839077e-07 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.591649414220996e-07 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.220466304327981e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.6277598102914325e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.1250068888677971e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.8717116498007911e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.2918840892278223e-06 - luminosity_uncertainty: 1.987e-06 - statistical_uncertainty: 1.0049e-05 -- syst_JAR_plus: 2.8574185027748387e-08 - syst_JAR_minus: -2.8574185027748387e-08 - syst_JER_DataMC_Difference_plus: 1.4255272708720798e-07 - syst_JER_DataMC_Difference_minus: -1.4255272708720798e-07 - syst_JER_NP0_plus: 6.18930565572585e-07 - syst_JER_NP0_minus: -6.18930565572585e-07 - syst_JER_NP1_plus: 4.463258002849488e-07 - syst_JER_NP1_minus: -4.463258002849488e-07 - syst_JER_NP2_plus: 7.947880220536793e-08 - syst_JER_NP2_minus: -7.947880220536793e-08 - syst_JER_NP3_plus: 1.9714137059480943e-07 - syst_JER_NP3_minus: -1.9714137059480943e-07 - syst_JER_NP4_plus: 2.4508321035925734e-07 - syst_JER_NP4_minus: -2.4508321035925734e-07 - syst_JER_NP5_plus: 1.9699994923857213e-07 - syst_JER_NP5_minus: -1.9699994923857213e-07 - syst_JER_NP6_plus: 1.9417152211382592e-07 - syst_JER_NP6_minus: -1.9417152211382592e-07 - syst_JER_NP7_plus: 2.3178960287295027e-07 - syst_JER_NP7_minus: -2.3178960287295027e-07 - syst_JER_NP8_plus: 9.536749157862965e-08 - syst_JER_NP8_minus: -9.536749157862965e-08 - syst_JER_NoiseInSitu_plus: 8.114757420896819e-07 - syst_JER_NoiseInSitu_minus: -8.114757420896819e-07 - syst_JES_EtaIntercalibration_Modelling_plus: 3.993031993360433e-07 - syst_JES_EtaIntercalibration_Modelling_minus: -3.565232390742572e-07 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.71755278e-07 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.03035764e-07 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.02510587e-07 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.85570227e-07 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.06773124e-06 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -7.36522423e-07 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.59164941e-07 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.22046630e-06 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.62775981e-06 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.12500689e-06 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.87171165e-06 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.29188409e-06 + luminosity_uncertainty: 1.98700000e-06 + statistical_uncertainty: 1.00490000e-05 +- syst_JAR_plus: 2.85741850e-08 + syst_JAR_minus: -2.85741850e-08 + syst_JER_DataMC_Difference_plus: 1.42552727e-07 + syst_JER_DataMC_Difference_minus: -1.42552727e-07 + syst_JER_NP0_plus: 6.18930566e-07 + syst_JER_NP0_minus: -6.18930566e-07 + syst_JER_NP1_plus: 4.46325800e-07 + syst_JER_NP1_minus: -4.46325800e-07 + syst_JER_NP2_plus: 7.94788022e-08 + syst_JER_NP2_minus: -7.94788022e-08 + syst_JER_NP3_plus: 1.97141371e-07 + syst_JER_NP3_minus: -1.97141371e-07 + syst_JER_NP4_plus: 2.45083210e-07 + syst_JER_NP4_minus: -2.45083210e-07 + syst_JER_NP5_plus: 1.96999949e-07 + syst_JER_NP5_minus: -1.96999949e-07 + syst_JER_NP6_plus: 1.94171522e-07 + syst_JER_NP6_minus: -1.94171522e-07 + syst_JER_NP7_plus: 2.31789603e-07 + syst_JER_NP7_minus: -2.31789603e-07 + syst_JER_NP8_plus: 9.53674916e-08 + syst_JER_NP8_minus: -9.53674916e-08 + syst_JER_NoiseInSitu_plus: 8.11475742e-07 + syst_JER_NoiseInSitu_minus: -8.11475742e-07 + syst_JES_EtaIntercalibration_Modelling_plus: 3.99303199e-07 + syst_JES_EtaIntercalibration_Modelling_minus: -3.56523239e-07 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 syst_JES_EtaIntercalibration_Stat1_plus: 0.0 @@ -104868,14 +104868,14 @@ bins: syst_JES_EtaIntercalibration_Stat100_minus: 0.0 syst_JES_EtaIntercalibration_Stat101_plus: 0.0 syst_JES_EtaIntercalibration_Stat101_minus: 0.0 - syst_JES_EtaIntercalibration_Stat102_plus: 2.0902076451874344e-10 + syst_JES_EtaIntercalibration_Stat102_plus: 2.09020765e-10 syst_JES_EtaIntercalibration_Stat102_minus: 0.0 - 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-106102,60 +106102,60 @@ bins: syst_JES_MJB_Stat8_minus: 0.0 syst_JES_MJB_Stat9_plus: 0.0 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: 4.3013305499577685e-06 - syst_JES_MJB_Threshold_minus: -4.393254431512019e-06 - syst_JES_Pileup_MuOffset_plus: -69.824673321828 - syst_JES_Pileup_MuOffset_minus: 78.32126840456556 - syst_JES_Pileup_NPVOffset_plus: 66.29338205658239 - syst_JES_Pileup_NPVOffset_minus: -56.5211663405843 - syst_JES_Pileup_Pt_term_plus: 166.4882916303726 - syst_JES_Pileup_Pt_term_minus: -149.29145471191578 - syst_JES_Punch_through_plus: 1.140563238053901 + syst_JES_MJB_Threshold_plus: 4.30133055e-06 + syst_JES_MJB_Threshold_minus: -4.39325443e-06 + syst_JES_Pileup_MuOffset_plus: -6.98246733e+01 + syst_JES_Pileup_MuOffset_minus: 7.83212684e+01 + syst_JES_Pileup_NPVOffset_plus: 6.62933821e+01 + syst_JES_Pileup_NPVOffset_minus: -5.65211663e+01 + syst_JES_Pileup_Pt_term_plus: 1.66488292e+02 + syst_JES_Pileup_Pt_term_minus: -1.49291455e+02 + syst_JES_Punch_through_plus: 1.14056324e+00 syst_JES_Punch_through_minus: 0.0 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 14.771460658986976 - syst_JES_Zjet_JVF_minus: -9.84716903480386 - syst_JES_Zjet_MC_plus: 420.82752975536187 - syst_JES_Zjet_MC_minus: -382.4245604691205 - syst_JES_Zjet_MuScale_plus: 9.993540138509475 - syst_JES_Zjet_MuScale_minus: -6.456592019014365 - syst_JES_Zjet_MuSmearID_plus: 1.4792673862422574 - syst_JES_Zjet_MuSmearID_minus: -1.5591704525163372 - syst_JES_Zjet_MuSmearMS_plus: 0.32201642815235376 - syst_JES_Zjet_MuSmearMS_minus: -0.41797081835936817 - syst_JES_Zjet_OOC_plus: 59.93083523946583 - syst_JES_Zjet_OOC_minus: -63.31787672134939 - syst_JES_Zjet_Stat1_plus: 6.021721348584638 - syst_JES_Zjet_Stat1_minus: -2.5215427817112284 - syst_JES_Zjet_Stat10_plus: -0.6636197141435748 - syst_JES_Zjet_Stat10_minus: 0.7021570337182417 - syst_JES_Zjet_Stat11_plus: 0.09301989706509033 + 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syst_JES_Zjet_Stat7_minus: -3.39206194e+01 + syst_JES_Zjet_Stat8_plus: 1.61856742e+00 + syst_JES_Zjet_Stat8_minus: -1.02106219e+01 + syst_JES_Zjet_Stat9_plus: 1.05571042e+00 syst_JES_Zjet_Stat9_minus: 0.0 - syst_JES_Zjet_Veto_plus: 46.59055870560042 - syst_JES_Zjet_Veto_minus: -43.76990975544729 - syst_JES_Zjet_dPhi_plus: 8.628116944038252 - syst_JES_Zjet_dPhi_minus: -4.043943681605866 - syst_Unfolding_bias_plus: -29.24240093596967 - syst_Unfolding_bias_minus: 29.24240093596967 - syst_jetselection_BCH_plus: 27.371396392950068 - syst_jetselection_BCH_minus: -27.371396392950068 + syst_JES_Zjet_Veto_plus: 4.65905587e+01 + syst_JES_Zjet_Veto_minus: -4.37699098e+01 + syst_JES_Zjet_dPhi_plus: 8.62811694e+00 + syst_JES_Zjet_dPhi_minus: -4.04394368e+00 + syst_Unfolding_bias_plus: -2.92424009e+01 + syst_Unfolding_bias_minus: 2.92424009e+01 + syst_jetselection_BCH_plus: 2.73713964e+01 + syst_jetselection_BCH_minus: -2.73713964e+01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 @@ -106164,48 +106164,48 @@ bins: syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 510.757370186667 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -474.4615791083615 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.7646365030371787e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 5.10757370e+02 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.74461579e+02 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.76463650e-06 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -603.2610793014911 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 654.7455240396837 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 338.8031431377224 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -314.71908617050855 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.083136577375569e-06 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.03261079e+02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 6.54745524e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.38803143e+02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.14719086e+02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 2.08313658e-06 syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 luminosity_uncertainty: 259.25 statistical_uncertainty: 143.82 -- syst_JAR_plus: 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1.53937146e+01 + syst_JER_NoiseInSitu_minus: -1.53937146e+01 + syst_JES_EtaIntercalibration_Modelling_plus: 1.43097199e+02 + syst_JES_EtaIntercalibration_Modelling_minus: -1.34788695e+02 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 - syst_JES_EtaIntercalibration_Stat1_plus: -0.0776615377777185 - syst_JES_EtaIntercalibration_Stat1_minus: 0.06962880474343933 + syst_JES_EtaIntercalibration_Stat1_plus: -7.76615378e-02 + syst_JES_EtaIntercalibration_Stat1_minus: 6.96288047e-02 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 @@ -106216,23 +106216,23 @@ bins: syst_JES_EtaIntercalibration_Stat102_minus: 0.0 syst_JES_EtaIntercalibration_Stat103_plus: 0.0 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 - syst_JES_EtaIntercalibration_Stat104_plus: 0.033135023766401615 - syst_JES_EtaIntercalibration_Stat104_minus: -0.05799689819292062 - 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4.19526453e+00 + syst_jetselection_BCH_minus: -4.19526453e+00 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.4163348827166546 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.506137443927346 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 58.013161648887916 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -54.764713096116914 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0009094807419621373 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.41633488e+00 + 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10.443967158125306 - syst_JES_LArESZee_minus: -10.472251429372768 - syst_JES_LArESmaterial_plus: 13.62594767346477 - syst_JES_LArESmaterial_minus: -13.569379130969846 - syst_JES_LArESpresampler_plus: 4.680339784673758 - syst_JES_LArESpresampler_minus: -4.995002302301772 - syst_JES_LArEsmear_plus: 1.0670241328105001 - syst_JES_LArEsmear_minus: -1.212688129734929 - syst_JES_MJB_Alpha_plus: -0.001267135351886293 - syst_JES_MJB_Alpha_minus: 2.6445793616376878e-05 - syst_JES_MJB_Asym_plus: -0.0007008842415121059 - syst_JES_MJB_Asym_minus: 0.0005014094185393809 + syst_JES_Gjet_Stat11_minus: -2.26769145e-02 + syst_JES_Gjet_Stat12_plus: -1.25157900e-03 + syst_JES_Gjet_Stat12_minus: 5.14632315e-03 + syst_JES_Gjet_Stat13_plus: -1.25228611e-03 + syst_JES_Gjet_Stat13_minus: 2.71366369e-05 + syst_JES_Gjet_Stat2_plus: 1.10379369e+00 + syst_JES_Gjet_Stat2_minus: -1.10662211e+00 + syst_JES_Gjet_Stat3_plus: 2.42749758e+00 + syst_JES_Gjet_Stat3_minus: -2.56255498e+00 + syst_JES_Gjet_Stat4_plus: 1.63200245e+00 + syst_JES_Gjet_Stat4_minus: -1.78049488e+00 + syst_JES_Gjet_Stat5_plus: 2.15879700e+00 + syst_JES_Gjet_Stat5_minus: -2.32567420e+00 + syst_JES_Gjet_Stat6_plus: 1.07904495e+00 + syst_JES_Gjet_Stat6_minus: -1.21410234e+00 + syst_JES_Gjet_Stat7_plus: 1.58321208e-01 + syst_JES_Gjet_Stat7_minus: -1.97777767e-01 + syst_JES_Gjet_Stat8_plus: -9.70221214e-02 + syst_JES_Gjet_Stat8_minus: 5.00419469e-02 + syst_JES_Gjet_Stat9_plus: -4.92712005e-02 + syst_JES_Gjet_Stat9_minus: 3.29158207e-02 + syst_JES_Gjet_Veto_plus: 1.54997806e-01 + syst_JES_Gjet_Veto_minus: -1.67230754e-01 + syst_JES_Gjet_dPhi_plus: 6.89853376e-01 + syst_JES_Gjet_dPhi_minus: -8.23637979e-01 + syst_JES_LArESZee_plus: 1.04439672e+01 + syst_JES_LArESZee_minus: -1.04722514e+01 + syst_JES_LArESmaterial_plus: 1.36259477e+01 + syst_JES_LArESmaterial_minus: -1.35693791e+01 + syst_JES_LArESpresampler_plus: 4.68033978e+00 + syst_JES_LArESpresampler_minus: -4.99500230e+00 + syst_JES_LArEsmear_plus: 1.06702413e+00 + syst_JES_LArEsmear_minus: -1.21268813e+00 + syst_JES_MJB_Alpha_plus: -1.26713535e-03 + syst_JES_MJB_Alpha_minus: 2.64457936e-05 + syst_JES_MJB_Asym_plus: -7.00884242e-04 + syst_JES_MJB_Asym_minus: 5.01409419e-04 syst_JES_MJB_Beta_plus: 0.0 - syst_JES_MJB_Beta_minus: -0.0012247089450151002 + syst_JES_MJB_Beta_minus: -1.22470895e-03 syst_JES_MJB_Stat1_plus: 0.0 - syst_JES_MJB_Stat1_minus: -0.00040114167696712834 + syst_JES_MJB_Stat1_minus: -4.01141677e-04 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 0.007462804968642821 - syst_JES_MJB_Stat2_minus: -0.008356587940062618 + syst_JES_MJB_Stat2_plus: 7.46280497e-03 + syst_JES_MJB_Stat2_minus: -8.35658794e-03 syst_JES_MJB_Stat3_plus: 0.0 - syst_JES_MJB_Stat3_minus: -0.0018137288937434943 + syst_JES_MJB_Stat3_minus: -1.81372889e-03 syst_JES_MJB_Stat4_plus: 0.0 syst_JES_MJB_Stat4_minus: 0.0 syst_JES_MJB_Stat5_plus: 0.0 @@ -108118,110 +108118,110 @@ bins: syst_JES_MJB_Stat8_minus: 0.0 syst_JES_MJB_Stat9_plus: 0.0 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: -0.001042275395468971 - syst_JES_MJB_Threshold_minus: 0.0009043188624594755 - syst_JES_Pileup_MuOffset_plus: -3.968990362800091 - syst_JES_Pileup_MuOffset_minus: 4.40951788747931 - syst_JES_Pileup_NPVOffset_plus: 1.7246334393139893 - syst_JES_Pileup_NPVOffset_minus: -1.757867458029757 - syst_JES_Pileup_Pt_term_plus: 9.569983176578734 - syst_JES_Pileup_Pt_term_minus: -8.855098220799134 - syst_JES_Punch_through_plus: 0.09948992411294723 - syst_JES_Punch_through_minus: -0.10755094141847388 + syst_JES_MJB_Threshold_plus: -1.04227540e-03 + syst_JES_MJB_Threshold_minus: 9.04318862e-04 + syst_JES_Pileup_MuOffset_plus: -3.96899036e+00 + syst_JES_Pileup_MuOffset_minus: 4.40951789e+00 + syst_JES_Pileup_NPVOffset_plus: 1.72463344e+00 + syst_JES_Pileup_NPVOffset_minus: -1.75786746e+00 + syst_JES_Pileup_Pt_term_plus: 9.56998318e+00 + syst_JES_Pileup_Pt_term_minus: -8.85509822e+00 + syst_JES_Punch_through_plus: 9.94899241e-02 + syst_JES_Punch_through_minus: -1.07550941e-01 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.4298502122833022 - syst_JES_Zjet_JVF_minus: -0.504449977698483 - syst_JES_Zjet_MC_plus: 12.487505755754428 - syst_JES_Zjet_MC_minus: -12.57942963730868 - syst_JES_Zjet_MuScale_plus: 0.4224255910808435 - syst_JES_Zjet_MuScale_minus: -0.609526045382804 - syst_JES_Zjet_MuSmearID_plus: 0.039237355288041516 - syst_JES_Zjet_MuSmearID_minus: -0.055111902525679504 + syst_JES_Zjet_JVF_plus: 4.29850212e-01 + syst_JES_Zjet_JVF_minus: -5.04449978e-01 + syst_JES_Zjet_MC_plus: 1.24875058e+01 + syst_JES_Zjet_MC_minus: -1.25794296e+01 + syst_JES_Zjet_MuScale_plus: 4.22425591e-01 + syst_JES_Zjet_MuScale_minus: -6.09526045e-01 + syst_JES_Zjet_MuSmearID_plus: 3.92373553e-02 + syst_JES_Zjet_MuSmearID_minus: -5.51119025e-02 syst_JES_Zjet_MuSmearMS_plus: 0.0 - syst_JES_Zjet_MuSmearMS_minus: -0.004573566660714589 - syst_JES_Zjet_OOC_plus: 2.0838436841567556 - syst_JES_Zjet_OOC_minus: -2.0916218587498077 - syst_JES_Zjet_Stat1_plus: 0.017649385258416226 - syst_JES_Zjet_Stat1_minus: -0.08748325096839965 - syst_JES_Zjet_Stat10_plus: 0.49752033124285483 - syst_JES_Zjet_Stat10_minus: -0.5182385599316206 - syst_JES_Zjet_Stat11_plus: -0.24324473272817232 - syst_JES_Zjet_Stat11_minus: 0.04442044799413891 - syst_JES_Zjet_Stat2_plus: 0.07764739564209479 - syst_JES_Zjet_Stat2_minus: -0.16051323932934627 - syst_JES_Zjet_Stat3_plus: 0.022422356031425422 - syst_JES_Zjet_Stat3_minus: -0.0986555381111471 - syst_JES_Zjet_Stat4_plus: 0.11094505396816931 - syst_JES_Zjet_Stat4_minus: -0.20647518010647184 - syst_JES_Zjet_Stat5_plus: 0.237375746444324 - syst_JES_Zjet_Stat5_minus: -0.3423811034505263 - syst_JES_Zjet_Stat6_plus: 0.5306836392805039 - syst_JES_Zjet_Stat6_minus: -0.6415579825705545 - syst_JES_Zjet_Stat7_plus: 0.6206983325255514 - syst_JES_Zjet_Stat7_minus: -0.7189154644323628 - syst_JES_Zjet_Stat8_plus: 0.9964548760480827 - syst_JES_Zjet_Stat8_minus: -1.16743329573899 - syst_JES_Zjet_Stat9_plus: 0.9992833031728289 - syst_JES_Zjet_Stat9_minus: -1.3937074657186852 - syst_JES_Zjet_Veto_plus: 2.134755372402187 - syst_JES_Zjet_Veto_minus: -2.1100066350606577 - syst_JES_Zjet_dPhi_plus: 0.12367297602952715 - syst_JES_Zjet_dPhi_minus: -0.1262892711199174 - syst_Unfolding_bias_plus: -0.35631110703990126 - syst_Unfolding_bias_minus: 0.35631110703990126 - syst_jetselection_BCH_plus: 1.7126126240338182 - syst_jetselection_BCH_minus: -1.7126126240338182 + syst_JES_Zjet_MuSmearMS_minus: -4.57356666e-03 + syst_JES_Zjet_OOC_plus: 2.08384368e+00 + syst_JES_Zjet_OOC_minus: -2.09162186e+00 + syst_JES_Zjet_Stat1_plus: 1.76493853e-02 + syst_JES_Zjet_Stat1_minus: -8.74832510e-02 + syst_JES_Zjet_Stat10_plus: 4.97520331e-01 + syst_JES_Zjet_Stat10_minus: -5.18238560e-01 + syst_JES_Zjet_Stat11_plus: -2.43244733e-01 + syst_JES_Zjet_Stat11_minus: 4.44204480e-02 + syst_JES_Zjet_Stat2_plus: 7.76473956e-02 + syst_JES_Zjet_Stat2_minus: -1.60513239e-01 + syst_JES_Zjet_Stat3_plus: 2.24223560e-02 + syst_JES_Zjet_Stat3_minus: -9.86555381e-02 + syst_JES_Zjet_Stat4_plus: 1.10945054e-01 + syst_JES_Zjet_Stat4_minus: -2.06475180e-01 + syst_JES_Zjet_Stat5_plus: 2.37375746e-01 + syst_JES_Zjet_Stat5_minus: -3.42381103e-01 + syst_JES_Zjet_Stat6_plus: 5.30683639e-01 + syst_JES_Zjet_Stat6_minus: -6.41557983e-01 + syst_JES_Zjet_Stat7_plus: 6.20698333e-01 + syst_JES_Zjet_Stat7_minus: -7.18915464e-01 + syst_JES_Zjet_Stat8_plus: 9.96454876e-01 + syst_JES_Zjet_Stat8_minus: -1.16743330e+00 + syst_JES_Zjet_Stat9_plus: 9.99283303e-01 + syst_JES_Zjet_Stat9_minus: -1.39370747e+00 + syst_JES_Zjet_Veto_plus: 2.13475537e+00 + syst_JES_Zjet_Veto_minus: -2.11000664e+00 + syst_JES_Zjet_dPhi_plus: 1.23672976e-01 + syst_JES_Zjet_dPhi_minus: -1.26289271e-01 + syst_Unfolding_bias_plus: -3.56311107e-01 + syst_Unfolding_bias_minus: 3.56311107e-01 + syst_jetselection_BCH_plus: 1.71261262e+00 + syst_jetselection_BCH_minus: -1.71261262e+00 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.6065466068558356 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.6708933239438117 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 21.778888860545663 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -21.02935567248792 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0009113192195932225 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.001826456815804852 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -26.43872254856501 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 27.500796933907207 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 14.559328624631013 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -14.057282809988562 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0005093997251667887 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0010210621920333745 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.60654661e+00 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.67089332e+00 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.17788889e+01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.10293557e+01 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -9.11319220e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.82645682e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.64387225e+01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 2.75007969e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.45593286e+01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -1.40572828e+01 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -5.09399725e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 1.02106219e-03 luminosity_uncertainty: 15.67 statistical_uncertainty: 10.874 -- syst_JAR_plus: 0.13937074657186851 - syst_JAR_minus: -0.13937074657186851 - syst_JER_DataMC_Difference_plus: 0.01569069947452949 - syst_JER_DataMC_Difference_minus: -0.01569069947452949 - syst_JER_NP0_plus: 8.520636713297897 - syst_JER_NP0_minus: -8.520636713297897 - syst_JER_NP1_plus: 2.9161083656133218 - syst_JER_NP1_minus: -2.9161083656133218 - syst_JER_NP2_plus: 0.36762481553888604 - syst_JER_NP2_minus: -0.36762481553888604 - syst_JER_NP3_plus: 0.3377141986946951 - syst_JER_NP3_minus: -0.3377141986946951 - syst_JER_NP4_plus: 0.44915422740969496 - syst_JER_NP4_minus: -0.44915422740969496 - syst_JER_NP5_plus: 0.6989750532029022 - syst_JER_NP5_minus: -0.6989750532029022 - syst_JER_NP6_plus: 0.1804536505588069 - syst_JER_NP6_minus: -0.1804536505588069 - syst_JER_NP7_plus: 0.1192182033080519 - syst_JER_NP7_minus: -0.1192182033080519 - syst_JER_NP8_plus: 0.18229212818989193 - syst_JER_NP8_minus: -0.18229212818989193 - syst_JER_NoiseInSitu_plus: 0.5586850678154912 - syst_JER_NoiseInSitu_minus: -0.5586850678154912 - syst_JES_EtaIntercalibration_Modelling_plus: 9.222793747016139 - syst_JES_EtaIntercalibration_Modelling_minus: -9.077836856872896 +- syst_JAR_plus: 1.39370747e-01 + syst_JAR_minus: -1.39370747e-01 + syst_JER_DataMC_Difference_plus: 1.56906995e-02 + syst_JER_DataMC_Difference_minus: -1.56906995e-02 + syst_JER_NP0_plus: 8.52063671e+00 + syst_JER_NP0_minus: -8.52063671e+00 + 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syst_JES_Gjet_Veto_minus: -0.022768838354206827 - syst_JES_Gjet_dPhi_plus: 0.14191633098414008 - syst_JES_Gjet_dPhi_minus: -0.14403765132769972 - syst_JES_LArESZee_plus: 1.9897984822589447 - syst_JES_LArESZee_minus: -1.9961624432896234 - syst_JES_LArESmaterial_plus: 2.740321619810346 - syst_JES_LArESmaterial_minus: -2.7019257215919166 - syst_JES_LArESpresampler_plus: 0.9493615644210587 - syst_JES_LArESpresampler_minus: -1.0132840174403226 - syst_JES_LArEsmear_plus: 0.20972787129992995 - syst_JES_LArEsmear_minus: -0.24175980848768056 - syst_JES_MJB_Alpha_plus: -0.00021962736623654165 - syst_JES_MJB_Alpha_minus: 0.001190767819518146 - syst_JES_MJB_Asym_plus: -0.004525483399593904 - syst_JES_MJB_Asym_minus: 0.007869391367825086 - syst_JES_MJB_Beta_plus: -0.0023992133085659556 - syst_JES_MJB_Beta_minus: 0.005592507532404404 - syst_JES_MJB_Stat1_plus: -0.002662964137948538 - syst_JES_MJB_Stat1_minus: 0.004812568752755642 + syst_JES_Gjet_Stat9_minus: -1.14834141e-02 + syst_JES_Gjet_Veto_plus: 2.79498097e-02 + syst_JES_Gjet_Veto_minus: -2.27688384e-02 + syst_JES_Gjet_dPhi_plus: 1.41916331e-01 + syst_JES_Gjet_dPhi_minus: -1.44037651e-01 + syst_JES_LArESZee_plus: 1.98979848e+00 + syst_JES_LArESZee_minus: -1.99616244e+00 + syst_JES_LArESmaterial_plus: 2.74032162e+00 + syst_JES_LArESmaterial_minus: -2.70192572e+00 + syst_JES_LArESpresampler_plus: 9.49361564e-01 + syst_JES_LArESpresampler_minus: -1.01328402e+00 + syst_JES_LArEsmear_plus: 2.09727871e-01 + syst_JES_LArEsmear_minus: -2.41759808e-01 + syst_JES_MJB_Alpha_plus: -2.19627366e-04 + syst_JES_MJB_Alpha_minus: 1.19076782e-03 + syst_JES_MJB_Asym_plus: -4.52548340e-03 + syst_JES_MJB_Asym_minus: 7.86939137e-03 + syst_JES_MJB_Beta_plus: -2.39921331e-03 + syst_JES_MJB_Beta_minus: 5.59250753e-03 + syst_JES_MJB_Stat1_plus: -2.66296414e-03 + syst_JES_MJB_Stat1_minus: 4.81256875e-03 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 0.0012989551570396878 - syst_JES_MJB_Stat2_minus: -0.0013831008640008868 + syst_JES_MJB_Stat2_plus: 1.29895516e-03 + syst_JES_MJB_Stat2_minus: -1.38310086e-03 syst_JES_MJB_Stat3_plus: 0.0 - syst_JES_MJB_Stat3_minus: -0.00027603327417179255 + syst_JES_MJB_Stat3_minus: -2.76033274e-04 syst_JES_MJB_Stat4_plus: 0.0 - syst_JES_MJB_Stat4_minus: 2.2584990591098325e-23 + syst_JES_MJB_Stat4_minus: 2.25849906e-23 syst_JES_MJB_Stat5_plus: 0.0 syst_JES_MJB_Stat5_minus: 0.0 syst_JES_MJB_Stat6_plus: 0.0 @@ -109462,110 +109462,110 @@ bins: syst_JES_MJB_Stat8_minus: 0.0 syst_JES_MJB_Stat9_plus: 0.0 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: -0.006643268209247614 - syst_JES_MJB_Threshold_minus: 0.00953179941039466 - syst_JES_Pileup_MuOffset_plus: -0.7191983071448373 - syst_JES_Pileup_MuOffset_minus: 0.6573264637910146 - syst_JES_Pileup_NPVOffset_plus: 0.21057639943735385 - syst_JES_Pileup_NPVOffset_minus: -0.24239620459074848 - syst_JES_Pileup_Pt_term_plus: 1.5867476169826127 - syst_JES_Pileup_Pt_term_minus: -1.5641201999846432 - syst_JES_Punch_through_plus: 0.026749849532287092 - syst_JES_Punch_through_minus: -0.031077343033148765 + syst_JES_MJB_Threshold_plus: -6.64326821e-03 + syst_JES_MJB_Threshold_minus: 9.53179941e-03 + syst_JES_Pileup_MuOffset_plus: -7.19198307e-01 + syst_JES_Pileup_MuOffset_minus: 6.57326464e-01 + syst_JES_Pileup_NPVOffset_plus: 2.10576399e-01 + syst_JES_Pileup_NPVOffset_minus: -2.42396205e-01 + syst_JES_Pileup_Pt_term_plus: 1.58674762e+00 + syst_JES_Pileup_Pt_term_minus: -1.56412020e+00 + syst_JES_Punch_through_plus: 2.67498495e-02 + syst_JES_Punch_through_minus: -3.10773430e-02 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.11907678195181459 - syst_JES_Zjet_JVF_minus: -0.108753022946491 - syst_JES_Zjet_MC_plus: 2.03576042303607 - syst_JES_Zjet_MC_minus: -2.040710170504376 - syst_JES_Zjet_MuScale_plus: 0.14361338725898778 - syst_JES_Zjet_MuScale_minus: -0.15528064914856582 - syst_JES_Zjet_MuSmearID_plus: 0.006433257495235209 - syst_JES_Zjet_MuSmearID_minus: -0.00929209021157242 - syst_JES_Zjet_MuSmearMS_plus: -0.000839901434693381 - syst_JES_Zjet_MuSmearMS_minus: 4.3762838687635425e-05 - syst_JES_Zjet_OOC_plus: 0.4726301725450883 - syst_JES_Zjet_OOC_minus: -0.4987931234489906 + syst_JES_Zjet_JVF_plus: 1.19076782e-01 + syst_JES_Zjet_JVF_minus: -1.08753023e-01 + syst_JES_Zjet_MC_plus: 2.03576042e+00 + syst_JES_Zjet_MC_minus: -2.04071017e+00 + syst_JES_Zjet_MuScale_plus: 1.43613387e-01 + syst_JES_Zjet_MuScale_minus: -1.55280649e-01 + syst_JES_Zjet_MuSmearID_plus: 6.43325750e-03 + syst_JES_Zjet_MuSmearID_minus: -9.29209021e-03 + syst_JES_Zjet_MuSmearMS_plus: -8.39901435e-04 + syst_JES_Zjet_MuSmearMS_minus: 4.37628387e-05 + syst_JES_Zjet_OOC_plus: 4.72630173e-01 + syst_JES_Zjet_OOC_minus: -4.98793123e-01 syst_JES_Zjet_Stat1_plus: 0.0 - syst_JES_Zjet_Stat1_minus: -0.005417852157451327 - syst_JES_Zjet_Stat10_plus: 0.35878598077405416 - syst_JES_Zjet_Stat10_minus: 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-0.05154101328068744 - syst_JES_Zjet_Stat8_plus: 0.11695546160825494 - syst_JES_Zjet_Stat8_minus: -0.11787470042379745 - syst_JES_Zjet_Stat9_plus: 0.2735584004376396 - syst_JES_Zjet_Stat9_minus: -0.31183409050326744 - syst_JES_Zjet_Veto_plus: 0.5839287799038508 - syst_JES_Zjet_Veto_minus: -0.6337798079775024 - syst_JES_Zjet_dPhi_plus: 0.021863741674288048 - syst_JES_Zjet_dPhi_minus: -0.017642314190604358 - syst_Unfolding_bias_plus: 0.0013647160876900366 - syst_Unfolding_bias_minus: -0.0013647160876900366 - syst_jetselection_BCH_plus: 0.3087228206660466 - syst_jetselection_BCH_minus: -0.3087228206660466 + syst_JES_Zjet_Stat3_minus: -5.43906536e-03 + syst_JES_Zjet_Stat4_plus: 1.31875415e-02 + syst_JES_Zjet_Stat4_minus: -1.49623795e-02 + syst_JES_Zjet_Stat5_plus: 3.14167543e-02 + syst_JES_Zjet_Stat5_minus: -3.02429570e-02 + syst_JES_Zjet_Stat6_plus: 5.54654559e-02 + syst_JES_Zjet_Stat6_minus: -4.88045100e-02 + syst_JES_Zjet_Stat7_plus: 5.29128004e-02 + syst_JES_Zjet_Stat7_minus: -5.15410133e-02 + syst_JES_Zjet_Stat8_plus: 1.16955462e-01 + syst_JES_Zjet_Stat8_minus: -1.17874700e-01 + syst_JES_Zjet_Stat9_plus: 2.73558400e-01 + syst_JES_Zjet_Stat9_minus: -3.11834091e-01 + syst_JES_Zjet_Veto_plus: 5.83928780e-01 + syst_JES_Zjet_Veto_minus: -6.33779808e-01 + syst_JES_Zjet_dPhi_plus: 2.18637417e-02 + syst_JES_Zjet_dPhi_minus: -1.76423142e-02 + syst_Unfolding_bias_plus: 1.36471609e-03 + syst_Unfolding_bias_minus: -1.36471609e-03 + syst_jetselection_BCH_plus: 3.08722821e-01 + syst_jetselection_BCH_minus: -3.08722821e-01 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.5028236321017538 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.5326635382678262 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.239256164615574 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.069550537130803 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.005752313664952564 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.008300019397567695 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.8014060556588793 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.026973118857388 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.228093467518811 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.111420848623031 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0033354226868569444 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.004812568752755642 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.02823632e-01 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.32663538e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.23925616e+00 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.06955054e+00 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -5.75231366e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 8.30001940e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.80140606e+00 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.02697312e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.22809347e+00 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.11142085e+00 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -3.33542269e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 4.81256875e-03 luminosity_uncertainty: 2.728 statistical_uncertainty: 1.9018 -- syst_JAR_plus: 0.04263146783773695 - syst_JAR_minus: -0.04263146783773695 - syst_JER_DataMC_Difference_plus: 0.0025653834021447945 - syst_JER_DataMC_Difference_minus: -0.0025653834021447945 - syst_JER_NP0_plus: 1.1292495295549163 - syst_JER_NP0_minus: -1.1292495295549163 - syst_JER_NP1_plus: 0.42086995616223305 - syst_JER_NP1_minus: -0.42086995616223305 - syst_JER_NP2_plus: 0.05994144184118363 - syst_JER_NP2_minus: -0.05994144184118363 - syst_JER_NP3_plus: 0.05495633903381847 - syst_JER_NP3_minus: -0.05495633903381847 - syst_JER_NP4_plus: 0.06933889096315284 - syst_JER_NP4_minus: -0.06933889096315284 - syst_JER_NP5_plus: 0.1214102343297302 - syst_JER_NP5_minus: -0.1214102343297302 - syst_JER_NP6_plus: 0.029981327522309614 - syst_JER_NP6_minus: -0.029981327522309614 - syst_JER_NP7_plus: 0.019494933957313113 - syst_JER_NP7_minus: -0.019494933957313113 - syst_JER_NP8_plus: 0.029811621894824843 - syst_JER_NP8_minus: -0.029811621894824843 - syst_JER_NoiseInSitu_plus: 0.07954951288348659 - syst_JER_NoiseInSitu_minus: -0.07954951288348659 - syst_JES_EtaIntercalibration_Modelling_plus: 1.5245222202381965 - syst_JES_EtaIntercalibration_Modelling_minus: -1.4842171337105632 +- syst_JAR_plus: 4.26314678e-02 + syst_JAR_minus: -4.26314678e-02 + syst_JER_DataMC_Difference_plus: 2.56538340e-03 + syst_JER_DataMC_Difference_minus: -2.56538340e-03 + syst_JER_NP0_plus: 1.12924953e+00 + syst_JER_NP0_minus: -1.12924953e+00 + syst_JER_NP1_plus: 4.20869956e-01 + syst_JER_NP1_minus: -4.20869956e-01 + syst_JER_NP2_plus: 5.99414418e-02 + syst_JER_NP2_minus: -5.99414418e-02 + syst_JER_NP3_plus: 5.49563390e-02 + syst_JER_NP3_minus: -5.49563390e-02 + syst_JER_NP4_plus: 6.93388910e-02 + syst_JER_NP4_minus: -6.93388910e-02 + syst_JER_NP5_plus: 1.21410234e-01 + syst_JER_NP5_minus: -1.21410234e-01 + syst_JER_NP6_plus: 2.99813275e-02 + syst_JER_NP6_minus: -2.99813275e-02 + syst_JER_NP7_plus: 1.94949340e-02 + syst_JER_NP7_minus: -1.94949340e-02 + syst_JER_NP8_plus: 2.98116219e-02 + syst_JER_NP8_minus: -2.98116219e-02 + syst_JER_NoiseInSitu_plus: 7.95495129e-02 + syst_JER_NoiseInSitu_minus: -7.95495129e-02 + syst_JES_EtaIntercalibration_Modelling_plus: 1.52452222e+00 + syst_JES_EtaIntercalibration_Modelling_minus: -1.48421713e+00 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 - syst_JES_EtaIntercalibration_Stat1_plus: -2.9182296859568814e-08 - syst_JES_EtaIntercalibration_Stat1_minus: 0.0002738129588788668 + syst_JES_EtaIntercalibration_Stat1_plus: -2.91822969e-08 + syst_JES_EtaIntercalibration_Stat1_minus: 2.73812959e-04 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 @@ -109576,24 +109576,24 @@ bins: syst_JES_EtaIntercalibration_Stat102_minus: 0.0 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-4.12950360e-03 + syst_JES_Gjet_dPhi_plus: 2.70708760e-02 + syst_JES_Gjet_dPhi_minus: -2.35042294e-02 + syst_JES_LArESZee_plus: 4.32820061e-01 + syst_JES_LArESZee_minus: -4.32820061e-01 + syst_JES_LArESmaterial_plus: 6.15960717e-01 + syst_JES_LArESmaterial_minus: -6.03162084e-01 + syst_JES_LArESpresampler_plus: 2.26981277e-01 + syst_JES_LArESpresampler_minus: -2.21253712e-01 + syst_JES_LArEsmear_plus: 4.69448192e-02 + syst_JES_LArEsmear_minus: -4.24476201e-02 + syst_JES_MJB_Alpha_plus: 6.19991226e-04 syst_JES_MJB_Alpha_minus: 0.0 syst_JES_MJB_Asym_plus: 0.0 - syst_JES_MJB_Asym_minus: -0.0031480393898425094 + syst_JES_MJB_Asym_minus: -3.14803939e-03 syst_JES_MJB_Beta_plus: 0.0 - syst_JES_MJB_Beta_minus: -0.0011716759364261092 + syst_JES_MJB_Beta_minus: -1.17167594e-03 syst_JES_MJB_Stat1_plus: 0.0 - syst_JES_MJB_Stat1_minus: -0.0009959599013012522 + syst_JES_MJB_Stat1_minus: -9.95959901e-04 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 0.0011978388873300114 + syst_JES_MJB_Stat2_plus: 1.19783889e-03 syst_JES_MJB_Stat2_minus: 0.0 - syst_JES_MJB_Stat3_plus: -9.266634367449703e-05 - syst_JES_MJB_Stat3_minus: 0.00024274975798134176 + syst_JES_MJB_Stat3_plus: -9.26663437e-05 + syst_JES_MJB_Stat3_minus: 2.42749758e-04 syst_JES_MJB_Stat4_plus: 0.0 - syst_JES_MJB_Stat4_minus: 1.9367654736699536e-12 + syst_JES_MJB_Stat4_minus: 1.93676547e-12 syst_JES_MJB_Stat5_plus: 0.0 syst_JES_MJB_Stat5_minus: 0.0 syst_JES_MJB_Stat6_plus: 0.0 @@ -110807,109 +110807,109 @@ bins: syst_JES_MJB_Stat9_plus: 0.0 syst_JES_MJB_Stat9_minus: 0.0 syst_JES_MJB_Threshold_plus: 0.0 - syst_JES_MJB_Threshold_minus: -0.004392547324730833 - syst_JES_Pileup_MuOffset_plus: -0.09590489273233144 - syst_JES_Pileup_MuOffset_minus: 0.10988439379638948 - syst_JES_Pileup_NPVOffset_plus: 0.03416032859912211 - syst_JES_Pileup_NPVOffset_minus: -0.03656449165515637 - syst_JES_Pileup_Pt_term_plus: 0.27021378536262725 - syst_JES_Pileup_Pt_term_minus: -0.24274975798134174 - 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syst_JES_Zjet_Stat7_minus: -3.26824754e-03 + syst_JES_Zjet_Stat8_plus: 6.24233866e-03 + syst_JES_Zjet_Stat8_minus: -8.18758942e-03 + syst_JES_Zjet_Stat9_plus: 4.05879292e-02 + syst_JES_Zjet_Stat9_minus: -3.00237539e-02 + syst_JES_Zjet_Veto_plus: 1.61361767e-01 + syst_JES_Zjet_Veto_minus: -1.51603694e-01 + syst_JES_Zjet_dPhi_plus: 4.80620479e-03 + syst_JES_Zjet_dPhi_minus: -2.46002449e-03 + syst_Unfolding_bias_plus: 7.74635479e-03 + syst_Unfolding_bias_minus: -7.74635479e-03 + syst_jetselection_BCH_plus: 5.30188665e-02 + syst_jetselection_BCH_minus: -5.30188665e-02 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.10023945730100497 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.10458109293749038 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.47411509678558006 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.45629600589967906 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.00239457e-01 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.04581093e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 4.74115097e-01 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -4.56296006e-01 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0037766573183173504 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.5038135815954151 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.5255924704559607 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.3403304937850853 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.3275318610456088 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.77665732e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -5.03813582e-01 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 5.25592470e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.40330494e-01 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.27531861e-01 syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.002311532067698824 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -2.31153207e-03 luminosity_uncertainty: 0.4359 statistical_uncertainty: 0.34871 -- syst_JAR_plus: 0.008532657528578068 - syst_JAR_minus: -0.008532657528578068 - 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1.85474109e-02 + syst_JER_NoiseInSitu_minus: -1.85474109e-02 + syst_JES_EtaIntercalibration_Modelling_plus: 2.70468344e-01 + syst_JES_EtaIntercalibration_Modelling_minus: -2.60286006e-01 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 - syst_JES_EtaIntercalibration_Stat1_plus: -6.704786499210843e-11 - syst_JES_EtaIntercalibration_Stat1_minus: 4.415881848509989e-05 + syst_JES_EtaIntercalibration_Stat1_plus: -6.70478650e-11 + syst_JES_EtaIntercalibration_Stat1_minus: 4.41588185e-05 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 @@ -110920,24 +110920,24 @@ bins: syst_JES_EtaIntercalibration_Stat102_minus: 0.0 syst_JES_EtaIntercalibration_Stat103_plus: 0.0 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 - syst_JES_EtaIntercalibration_Stat104_plus: -6.994700279497328e-05 - syst_JES_EtaIntercalibration_Stat104_minus: 0.00010995510447450815 - 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syst_JES_MJB_Stat3_plus: 0.0 - syst_JES_MJB_Stat3_minus: -0.00028390337264639883 + syst_JES_MJB_Stat3_minus: -2.83903373e-04 syst_JES_MJB_Stat4_plus: 0.0 - syst_JES_MJB_Stat4_minus: 8.254764563571755e-08 + syst_JES_MJB_Stat4_minus: 8.25476456e-08 syst_JES_MJB_Stat5_plus: 0.0 syst_JES_MJB_Stat5_minus: 0.0 syst_JES_MJB_Stat6_plus: 0.0 @@ -112150,110 +112150,110 @@ bins: syst_JES_MJB_Stat8_minus: 0.0 syst_JES_MJB_Stat9_plus: 0.0 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: 0.005768577120919854 - syst_JES_MJB_Threshold_minus: -0.005440479574449296 - syst_JES_Pileup_MuOffset_plus: -0.011674332957389899 - syst_JES_Pileup_MuOffset_minus: 0.014262343776532663 - syst_JES_Pileup_NPVOffset_plus: 0.005683017200396282 - syst_JES_Pileup_NPVOffset_minus: -0.005797568498948503 - syst_JES_Pileup_Pt_term_plus: 0.04321129539830992 - syst_JES_Pileup_Pt_term_minus: -0.03964747722112972 - syst_JES_Punch_through_plus: 0.00245153921037376 - syst_JES_Punch_through_minus: -0.0019091883092036783 + syst_JES_MJB_Threshold_plus: 5.76857712e-03 + syst_JES_MJB_Threshold_minus: -5.44047957e-03 + syst_JES_Pileup_MuOffset_plus: -1.16743330e-02 + syst_JES_Pileup_MuOffset_minus: 1.42623438e-02 + syst_JES_Pileup_NPVOffset_plus: 5.68301720e-03 + syst_JES_Pileup_NPVOffset_minus: -5.79756850e-03 + syst_JES_Pileup_Pt_term_plus: 4.32112954e-02 + syst_JES_Pileup_Pt_term_minus: -3.96474772e-02 + syst_JES_Punch_through_plus: 2.45153921e-03 + syst_JES_Punch_through_minus: -1.90918831e-03 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.003331180046169825 - syst_JES_Zjet_JVF_minus: -0.002860954036680771 - syst_JES_Zjet_MC_plus: 0.06024549775709384 - syst_JES_Zjet_MC_minus: -0.056667537444289914 - syst_JES_Zjet_MuScale_plus: 0.010097484835343897 - syst_JES_Zjet_MuScale_minus: -0.008953386063384064 - syst_JES_Zjet_MuSmearID_plus: 0.0001570484161015322 - syst_JES_Zjet_MuSmearID_minus: -0.00018695903294572313 - syst_JES_Zjet_MuSmearMS_plus: 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syst_JES_Zjet_Stat8_plus: 7.95000154e-04 + syst_JES_Zjet_Stat8_minus: -9.66685681e-04 + syst_JES_Zjet_Stat9_plus: 6.05495537e-03 + syst_JES_Zjet_Stat9_minus: -2.39426356e-03 + syst_JES_Zjet_Veto_plus: 3.31986634e-02 + syst_JES_Zjet_Veto_minus: -3.08227846e-02 + syst_JES_Zjet_dPhi_plus: 7.91464620e-04 + syst_JES_Zjet_dPhi_minus: -3.43017500e-04 + syst_Unfolding_bias_plus: 2.08950054e-03 + syst_Unfolding_bias_minus: -2.08950054e-03 + syst_jetselection_BCH_plus: 8.60619663e-03 + syst_jetselection_BCH_minus: -8.60619663e-03 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.017762522343406074 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.018950461735799472 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.06969244435374612 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.06800245914671027 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.005021165253205674 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.004756000210260718 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.06841965214761034 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.07300877515751103 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.05258753131684354 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.05131473911070775 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.003267540435863036 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0030950063812535183 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.77625223e-02 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.89504617e-02 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 6.96924444e-02 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.80024591e-02 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.02116525e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.75600021e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -6.84196521e-02 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 7.30087752e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 5.25875313e-02 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -5.13147391e-02 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 3.26754044e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -3.09500638e-03 luminosity_uncertainty: 0.0704 statistical_uncertainty: 0.0779 -- syst_JAR_plus: 0.0019629284245738557 - syst_JAR_minus: -0.0019629284245738557 - syst_JER_DataMC_Difference_plus: 0.0009567861856235175 - syst_JER_DataMC_Difference_minus: -0.0009567861856235175 - syst_JER_NP0_plus: 0.018215070683365465 - syst_JER_NP0_minus: -0.018215070683365465 - syst_JER_NP1_plus: 0.014481546878700494 - syst_JER_NP1_minus: -0.014481546878700494 - syst_JER_NP2_plus: 0.002365979289850188 - syst_JER_NP2_minus: -0.002365979289850188 - syst_JER_NP3_plus: 0.003828276113343968 - syst_JER_NP3_minus: -0.003828276113343968 - syst_JER_NP4_plus: 0.004396082858636766 - syst_JER_NP4_minus: -0.004396082858636766 - syst_JER_NP5_plus: 0.004183950824280802 - syst_JER_NP5_minus: -0.004183950824280802 - syst_JER_NP6_plus: 0.0032548125138016784 - syst_JER_NP6_minus: -0.0032548125138016784 - syst_JER_NP7_plus: 0.0034082546853191585 - 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syst_JES_EtaIntercalibration_Stat103_plus: 0.0 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 - syst_JES_EtaIntercalibration_Stat104_plus: -1.0649028124669405e-05 - syst_JES_EtaIntercalibration_Stat104_minus: 1.6977633816289004e-05 - syst_JES_EtaIntercalibration_Stat105_plus: 0.000345916637356459 - syst_JES_EtaIntercalibration_Stat105_minus: -0.0006788932206172042 - syst_JES_EtaIntercalibration_Stat106_plus: 0.00036246293603622425 - syst_JES_EtaIntercalibration_Stat106_minus: -9.734031949814013e-05 + syst_JES_EtaIntercalibration_Stat104_plus: -1.06490281e-05 + syst_JES_EtaIntercalibration_Stat104_minus: 1.69776338e-05 + syst_JES_EtaIntercalibration_Stat105_plus: 3.45916637e-04 + syst_JES_EtaIntercalibration_Stat105_minus: -6.78893221e-04 + syst_JES_EtaIntercalibration_Stat106_plus: 3.62462936e-04 + syst_JES_EtaIntercalibration_Stat106_minus: -9.73403195e-05 syst_JES_EtaIntercalibration_Stat107_plus: 0.0 - syst_JES_EtaIntercalibration_Stat107_minus: -7.0420764338368265e-06 - syst_JES_EtaIntercalibration_Stat108_plus: 1.221880517890354e-05 + syst_JES_EtaIntercalibration_Stat107_minus: -7.04207643e-06 + syst_JES_EtaIntercalibration_Stat108_plus: 1.22188052e-05 syst_JES_EtaIntercalibration_Stat108_minus: 0.0 - syst_JES_EtaIntercalibration_Stat109_plus: 0.0003121169332157421 - syst_JES_EtaIntercalibration_Stat109_minus: -0.0007558971490884193 + syst_JES_EtaIntercalibration_Stat109_plus: 3.12116933e-04 + syst_JES_EtaIntercalibration_Stat109_minus: -7.55897149e-04 syst_JES_EtaIntercalibration_Stat11_plus: 0.0 syst_JES_EtaIntercalibration_Stat11_minus: 0.0 - syst_JES_EtaIntercalibration_Stat110_plus: 0.0020230325009747124 - syst_JES_EtaIntercalibration_Stat110_minus: -0.0019954553365084367 - syst_JES_EtaIntercalibration_Stat111_plus: 2.3023396795433983e-06 + syst_JES_EtaIntercalibration_Stat110_plus: 2.02303250e-03 + syst_JES_EtaIntercalibration_Stat110_minus: -1.99545534e-03 + syst_JES_EtaIntercalibration_Stat111_plus: 2.30233968e-06 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syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 0.0003196829757744381 - syst_JES_Zjet_JVF_minus: -0.00020774797231260764 - syst_JES_Zjet_MC_plus: 0.007268350603816522 - syst_JES_Zjet_MC_minus: -0.0069091403589737555 - syst_JES_Zjet_MuScale_plus: 0.001176625683894415 - syst_JES_Zjet_MuScale_minus: -0.0011914749262993325 - syst_JES_Zjet_MuSmearID_plus: -1.5301790744876887e-05 - syst_JES_Zjet_MuSmearID_minus: 2.1128350621854038e-05 - syst_JES_Zjet_MuSmearMS_plus: -3.012981994635879e-06 - syst_JES_Zjet_MuSmearMS_minus: 1.8031222920256961e-07 - syst_JES_Zjet_OOC_plus: 0.00560169992055983 - syst_JES_Zjet_OOC_minus: -0.005724736500486289 - syst_JES_Zjet_Stat1_plus: -3.1338972542187786e-06 - syst_JES_Zjet_Stat1_minus: 6.652460597403039e-09 - syst_JES_Zjet_Stat10_plus: 0.0002542048878365638 - syst_JES_Zjet_Stat10_minus: -0.00021199061299972694 - syst_JES_Zjet_Stat11_plus: 0.00393858477120907 - syst_JES_Zjet_Stat11_minus: -0.0037434232996015823 - syst_JES_Zjet_Stat2_plus: 4.265975210898441e-05 - syst_JES_Zjet_Stat2_minus: -2.21607265223864e-05 - syst_JES_Zjet_Stat3_plus: -2.995304325106215e-06 - syst_JES_Zjet_Stat3_minus: 3.6882689706690313e-06 - syst_JES_Zjet_Stat4_plus: 2.3094107473552643e-05 - syst_JES_Zjet_Stat4_minus: -1.512501404958025e-05 - syst_JES_Zjet_Stat5_plus: 3.1833947289018364e-05 - syst_JES_Zjet_Stat5_minus: -2.823053113209172e-05 - syst_JES_Zjet_Stat6_plus: 9.187438407956811e-05 - syst_JES_Zjet_Stat6_minus: -1.135613490585595e-05 - syst_JES_Zjet_Stat7_plus: 4.704381415234101e-05 - syst_JES_Zjet_Stat7_minus: -1.4997734828966671e-05 - syst_JES_Zjet_Stat8_plus: 0.00011773327906756016 - syst_JES_Zjet_Stat8_minus: -3.5213917703090064e-05 - syst_JES_Zjet_Stat9_plus: 0.0004910856595340572 - syst_JES_Zjet_Stat9_minus: -0.0002788122038218557 - syst_JES_Zjet_Veto_plus: 0.0048274179951605595 - syst_JES_Zjet_Veto_minus: -0.004394668645074392 - syst_JES_Zjet_dPhi_plus: 7.444420192331972e-05 - syst_JES_Zjet_dPhi_minus: -2.2082944776455876e-06 - syst_Unfolding_bias_plus: 0.0003560989750055453 - syst_Unfolding_bias_minus: -0.0003560989750055453 - syst_jetselection_BCH_plus: 0.0011943033534240787 - syst_jetselection_BCH_minus: -0.0011943033534240787 + syst_JES_Zjet_JVF_plus: 3.19682976e-04 + syst_JES_Zjet_JVF_minus: -2.07747972e-04 + syst_JES_Zjet_MC_plus: 7.26835060e-03 + syst_JES_Zjet_MC_minus: -6.90914036e-03 + syst_JES_Zjet_MuScale_plus: 1.17662568e-03 + syst_JES_Zjet_MuScale_minus: -1.19147493e-03 + syst_JES_Zjet_MuSmearID_plus: -1.53017907e-05 + syst_JES_Zjet_MuSmearID_minus: 2.11283506e-05 + syst_JES_Zjet_MuSmearMS_plus: -3.01298199e-06 + syst_JES_Zjet_MuSmearMS_minus: 1.80312229e-07 + syst_JES_Zjet_OOC_plus: 5.60169992e-03 + syst_JES_Zjet_OOC_minus: -5.72473650e-03 + syst_JES_Zjet_Stat1_plus: -3.13389725e-06 + syst_JES_Zjet_Stat1_minus: 6.65246060e-09 + syst_JES_Zjet_Stat10_plus: 2.54204888e-04 + syst_JES_Zjet_Stat10_minus: -2.11990613e-04 + syst_JES_Zjet_Stat11_plus: 3.93858477e-03 + syst_JES_Zjet_Stat11_minus: -3.74342330e-03 + syst_JES_Zjet_Stat2_plus: 4.26597521e-05 + syst_JES_Zjet_Stat2_minus: -2.21607265e-05 + syst_JES_Zjet_Stat3_plus: -2.99530433e-06 + syst_JES_Zjet_Stat3_minus: 3.68826897e-06 + syst_JES_Zjet_Stat4_plus: 2.30941075e-05 + syst_JES_Zjet_Stat4_minus: -1.51250140e-05 + syst_JES_Zjet_Stat5_plus: 3.18339473e-05 + syst_JES_Zjet_Stat5_minus: -2.82305311e-05 + syst_JES_Zjet_Stat6_plus: 9.18743841e-05 + syst_JES_Zjet_Stat6_minus: -1.13561349e-05 + syst_JES_Zjet_Stat7_plus: 4.70438142e-05 + syst_JES_Zjet_Stat7_minus: -1.49977348e-05 + syst_JES_Zjet_Stat8_plus: 1.17733279e-04 + syst_JES_Zjet_Stat8_minus: -3.52139177e-05 + syst_JES_Zjet_Stat9_plus: 4.91085660e-04 + syst_JES_Zjet_Stat9_minus: -2.78812204e-04 + syst_JES_Zjet_Veto_plus: 4.82741800e-03 + syst_JES_Zjet_Veto_minus: -4.39466865e-03 + syst_JES_Zjet_dPhi_plus: 7.44442019e-05 + syst_JES_Zjet_dPhi_minus: -2.20829448e-06 + syst_Unfolding_bias_plus: 3.56098975e-04 + syst_Unfolding_bias_minus: -3.56098975e-04 + syst_jetselection_BCH_plus: 1.19430335e-03 + syst_jetselection_BCH_minus: -1.19430335e-03 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.003075207391380295 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.003050458654038766 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.008947729209134572 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.009070765789061032 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0017804948750277264 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0015697770542341355 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.009699383717535872 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.009620894864824165 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0071311718882663315 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.007228752624070075 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0012374368670764581 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0010910657633708429 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.07520739e-03 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.05045865e-03 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 8.94772921e-03 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -9.07076579e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.78049488e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.56977705e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -9.69938372e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.62089486e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.13117189e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.22875262e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.23743687e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.09106576e-03 luminosity_uncertainty: 0.009779 statistical_uncertainty: 0.015729 -- syst_JAR_plus: 0.0006872370806352055 - syst_JAR_minus: -0.0006872370806352055 - syst_JER_DataMC_Difference_plus: 0.0002938028675830105 - syst_JER_DataMC_Difference_minus: -0.0002938028675830105 - syst_JER_NP0_plus: 0.002011011685694541 - syst_JER_NP0_minus: -0.002011011685694541 - syst_JER_NP1_plus: 0.0028249623015183757 - syst_JER_NP1_minus: -0.0028249623015183757 - syst_JER_NP2_plus: 0.0009070058682279844 - syst_JER_NP2_minus: -0.0009070058682279844 - syst_JER_NP3_plus: 0.0006080411211423122 - syst_JER_NP3_minus: -0.0006080411211423122 - syst_JER_NP4_plus: 0.0006996114493059701 - syst_JER_NP4_minus: -0.0006996114493059701 - syst_JER_NP5_plus: 0.0007279664312315506 - syst_JER_NP5_minus: -0.0007279664312315506 - syst_JER_NP6_plus: 0.0004308401617769634 - syst_JER_NP6_minus: -0.0004308401617769634 - syst_JER_NP7_plus: 0.0005861915216036479 - syst_JER_NP7_minus: -0.0005861915216036479 - syst_JER_NP8_plus: 0.0006202740684568395 - syst_JER_NP8_minus: -0.0006202740684568395 - syst_JER_NoiseInSitu_plus: 0.0010839946955589774 - syst_JER_NoiseInSitu_minus: -0.0010839946955589774 - syst_JES_EtaIntercalibration_Modelling_plus: 0.005810296421009861 - syst_JES_EtaIntercalibration_Modelling_minus: -0.005627155764682545 +- syst_JAR_plus: 6.87237081e-04 + syst_JAR_minus: -6.87237081e-04 + syst_JER_DataMC_Difference_plus: 2.93802868e-04 + syst_JER_DataMC_Difference_minus: -2.93802868e-04 + syst_JER_NP0_plus: 2.01101169e-03 + syst_JER_NP0_minus: -2.01101169e-03 + syst_JER_NP1_plus: 2.82496230e-03 + syst_JER_NP1_minus: -2.82496230e-03 + syst_JER_NP2_plus: 9.07005868e-04 + syst_JER_NP2_minus: -9.07005868e-04 + syst_JER_NP3_plus: 6.08041121e-04 + syst_JER_NP3_minus: -6.08041121e-04 + syst_JER_NP4_plus: 6.99611449e-04 + syst_JER_NP4_minus: -6.99611449e-04 + syst_JER_NP5_plus: 7.27966431e-04 + syst_JER_NP5_minus: -7.27966431e-04 + syst_JER_NP6_plus: 4.30840162e-04 + syst_JER_NP6_minus: -4.30840162e-04 + syst_JER_NP7_plus: 5.86191522e-04 + syst_JER_NP7_minus: -5.86191522e-04 + syst_JER_NP8_plus: 6.20274068e-04 + syst_JER_NP8_minus: -6.20274068e-04 + syst_JER_NoiseInSitu_plus: 1.08399470e-03 + syst_JER_NoiseInSitu_minus: -1.08399470e-03 + syst_JES_EtaIntercalibration_Modelling_plus: 5.81029642e-03 + syst_JES_EtaIntercalibration_Modelling_minus: -5.62715576e-03 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 - syst_JES_EtaIntercalibration_Stat1_plus: -1.1851109652686535e-15 - syst_JES_EtaIntercalibration_Stat1_minus: 7.957779715473406e-07 + syst_JES_EtaIntercalibration_Stat1_plus: -1.18511097e-15 + syst_JES_EtaIntercalibration_Stat1_minus: 7.95777972e-07 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 @@ -113608,23 +113608,23 @@ bins: syst_JES_EtaIntercalibration_Stat102_minus: 0.0 syst_JES_EtaIntercalibration_Stat103_plus: 0.0 syst_JES_EtaIntercalibration_Stat103_minus: 0.0 - syst_JES_EtaIntercalibration_Stat104_plus: -1.2628927111991738e-06 - syst_JES_EtaIntercalibration_Stat104_minus: 2.0145472196004737e-06 - syst_JES_EtaIntercalibration_Stat105_plus: 3.619679612893937e-05 - syst_JES_EtaIntercalibration_Stat105_minus: -9.996368565634223e-05 - 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syst_JES_EtaIntercalibration_Stat109_plus: 7.24077344e-07 + syst_JES_EtaIntercalibration_Stat109_minus: -1.91838070e-05 syst_JES_EtaIntercalibration_Stat11_plus: 0.0 syst_JES_EtaIntercalibration_Stat11_minus: 0.0 - syst_JES_EtaIntercalibration_Stat110_plus: 0.00018992888142670668 - syst_JES_EtaIntercalibration_Stat110_minus: -0.00012685495654486662 - syst_JES_EtaIntercalibration_Stat111_plus: 2.7304928355518533e-07 + syst_JES_EtaIntercalibration_Stat110_plus: 1.89928881e-04 + syst_JES_EtaIntercalibration_Stat110_minus: -1.26854957e-04 + syst_JES_EtaIntercalibration_Stat111_plus: 2.73049284e-07 syst_JES_EtaIntercalibration_Stat111_minus: 0.0 syst_JES_EtaIntercalibration_Stat112_plus: 0.0 syst_JES_EtaIntercalibration_Stat112_minus: 0.0 @@ -113652,22 +113652,22 @@ bins: syst_JES_EtaIntercalibration_Stat122_minus: 0.0 syst_JES_EtaIntercalibration_Stat123_plus: 0.0 syst_JES_EtaIntercalibration_Stat123_minus: 0.0 - syst_JES_EtaIntercalibration_Stat124_plus: 1.7585745648109437e-06 + syst_JES_EtaIntercalibration_Stat124_plus: 1.75857456e-06 syst_JES_EtaIntercalibration_Stat124_minus: 0.0 - syst_JES_EtaIntercalibration_Stat125_plus: 0.0001994041122946064 - syst_JES_EtaIntercalibration_Stat125_minus: -0.00021870812742099912 - syst_JES_EtaIntercalibration_Stat126_plus: 0.00013116830791010456 - syst_JES_EtaIntercalibration_Stat126_minus: -8.543971237077053e-06 + syst_JES_EtaIntercalibration_Stat125_plus: 1.99404112e-04 + syst_JES_EtaIntercalibration_Stat125_minus: -2.18708127e-04 + syst_JES_EtaIntercalibration_Stat126_plus: 1.31168308e-04 + syst_JES_EtaIntercalibration_Stat126_minus: -8.54397124e-06 syst_JES_EtaIntercalibration_Stat127_plus: 0.0 - syst_JES_EtaIntercalibration_Stat127_minus: -7.033591152462588e-07 - syst_JES_EtaIntercalibration_Stat128_plus: 0.00027968901623052697 - syst_JES_EtaIntercalibration_Stat128_minus: -0.00018080720394940018 - syst_JES_EtaIntercalibration_Stat129_plus: 0.0005081976436387717 - syst_JES_EtaIntercalibration_Stat129_minus: 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syst_JES_LArEsmear_minus: -5.54371716e-04 + syst_JES_MJB_Alpha_plus: 3.40471915e-05 syst_JES_MJB_Alpha_minus: 0.0 - syst_JES_MJB_Asym_plus: 0.0006507503707259796 - syst_JES_MJB_Asym_minus: -0.0005709180151300185 - syst_JES_MJB_Beta_plus: 0.00035998806230207127 - syst_JES_MJB_Beta_minus: -0.0003172081020402852 - syst_JES_MJB_Stat1_plus: 4.997830729426517e-05 - syst_JES_MJB_Stat1_minus: -6.636197141435748e-05 + syst_JES_MJB_Asym_plus: 6.50750371e-04 + syst_JES_MJB_Asym_minus: -5.70918015e-04 + syst_JES_MJB_Beta_plus: 3.59988062e-04 + syst_JES_MJB_Beta_minus: -3.17208102e-04 + syst_JES_MJB_Stat1_plus: 4.99783073e-05 + syst_JES_MJB_Stat1_minus: -6.63619714e-05 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 0.00012947125163525686 + syst_JES_MJB_Stat2_plus: 1.29471252e-04 syst_JES_MJB_Stat2_minus: 0.0 - syst_JES_MJB_Stat3_plus: -1.0337901140947325e-06 - syst_JES_MJB_Stat3_minus: 2.367393503412561e-05 + syst_JES_MJB_Stat3_plus: -1.03379011e-06 + syst_JES_MJB_Stat3_minus: 2.36739350e-05 syst_JES_MJB_Stat4_plus: 0.0 - syst_JES_MJB_Stat4_minus: 2.4494178900302006e-06 + syst_JES_MJB_Stat4_minus: 2.44941789e-06 syst_JES_MJB_Stat5_plus: 0.0 syst_JES_MJB_Stat5_minus: 0.0 syst_JES_MJB_Stat6_plus: 0.0 @@ -114166,110 +114166,110 @@ bins: syst_JES_MJB_Stat8_minus: 0.0 syst_JES_MJB_Stat9_plus: 0.0 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: 0.0008729940320529115 - syst_JES_MJB_Threshold_minus: -0.0007899089852634922 - syst_JES_Pileup_MuOffset_plus: -0.0007332697320904497 - syst_JES_Pileup_MuOffset_minus: 0.0005052277951577882 - syst_JES_Pileup_NPVOffset_plus: 0.00016807928188804233 - syst_JES_Pileup_NPVOffset_minus: -8.035561461403925e-05 - syst_JES_Pileup_Pt_term_plus: 0.0023900209204105304 - syst_JES_Pileup_Pt_term_minus: -0.0019261588719521553 - syst_JES_Punch_through_plus: 0.00017196836918456835 - syst_JES_Punch_through_minus: -0.0002688914956818084 + syst_JES_MJB_Threshold_plus: 8.72994032e-04 + 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syst_Unfolding_bias_plus: 0.00034825008973437464 - syst_Unfolding_bias_minus: -0.00034825008973437464 - syst_jetselection_BCH_plus: 0.000389545125755669 - syst_jetselection_BCH_minus: -0.000389545125755669 + syst_Unfolding_bias_plus: 3.48250090e-04 + syst_Unfolding_bias_minus: -3.48250090e-04 + syst_jetselection_BCH_plus: 3.89545126e-04 + syst_jetselection_BCH_minus: -3.89545126e-04 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0011992531008923845 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0011285424227737298 - 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syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.12854242e-03 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 3.00732514e-03 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.16076731e-03 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 7.19834703e-04 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -6.53932351e-04 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -3.47542983e-03 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 3.27036886e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 2.46638845e-03 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -2.59154635e-03 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.17531453e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.70155299e-04 luminosity_uncertainty: 0.003188 statistical_uncertainty: 0.005807 -- syst_JAR_plus: 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syst_JES_Zjet_dPhi_plus: 2.32708842e-06 syst_JES_Zjet_dPhi_minus: 0.0 - syst_Unfolding_bias_plus: 8.912373870075244e-05 - syst_Unfolding_bias_minus: -8.912373870075244e-05 - syst_jetselection_BCH_plus: 0.00011398561312727145 - syst_jetselection_BCH_minus: -0.00011398561312727145 + syst_Unfolding_bias_plus: 8.91237387e-05 + syst_Unfolding_bias_minus: -8.91237387e-05 + syst_jetselection_BCH_plus: 1.13985613e-04 + syst_jetselection_BCH_minus: -1.13985613e-04 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.00038586817049349897 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0003591395341646475 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0008949850529478132 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0009398156228750402 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.00024982082579320724 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.00021255629842467617 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.001035911434438292 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0009644229388603321 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0007553314636634701 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.000793232387135069 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.00018575695141770601 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.00015803836559519338 - luminosity_uncertainty: 0.0009169 - statistical_uncertainty: 0.0024426 -- syst_JAR_plus: 7.643117197845393e-05 - syst_JAR_minus: -7.643117197845393e-05 - syst_JER_DataMC_Difference_plus: 2.7040470419354765e-05 - syst_JER_DataMC_Difference_minus: -2.7040470419354765e-05 - syst_JER_NP0_plus: 0.00019678781720421616 - syst_JER_NP0_minus: -0.00019678781720421616 - syst_JER_NP1_plus: 0.0003029952557384356 - syst_JER_NP1_minus: -0.0003029952557384356 - syst_JER_NP2_plus: 0.0001021769298814561 - syst_JER_NP2_minus: -0.0001021769298814561 - syst_JER_NP3_plus: 4.985809914146346e-05 - syst_JER_NP3_minus: -4.985809914146346e-05 - syst_JER_NP4_plus: 7.146728237452436e-05 - syst_JER_NP4_minus: -7.146728237452436e-05 - syst_JER_NP5_plus: 6.258602120282132e-05 - syst_JER_NP5_minus: -6.258602120282132e-05 - syst_JER_NP6_plus: 3.61897250611275e-05 - syst_JER_NP6_minus: -3.61897250611275e-05 - syst_JER_NP7_plus: 4.8401459172219174e-05 - syst_JER_NP7_minus: -4.8401459172219174e-05 - syst_JER_NP8_plus: 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syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 7.55331464e-04 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -7.93232387e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.85756951e-04 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.58038366e-04 + luminosity_uncertainty: 9.16900000e-04 + statistical_uncertainty: 2.44260000e-03 +- syst_JAR_plus: 7.64311720e-05 + syst_JAR_minus: -7.64311720e-05 + syst_JER_DataMC_Difference_plus: 2.70404704e-05 + syst_JER_DataMC_Difference_minus: -2.70404704e-05 + syst_JER_NP0_plus: 1.96787817e-04 + syst_JER_NP0_minus: -1.96787817e-04 + syst_JER_NP1_plus: 3.02995256e-04 + syst_JER_NP1_minus: -3.02995256e-04 + syst_JER_NP2_plus: 1.02176930e-04 + syst_JER_NP2_minus: -1.02176930e-04 + syst_JER_NP3_plus: 4.98580991e-05 + syst_JER_NP3_minus: -4.98580991e-05 + syst_JER_NP4_plus: 7.14672824e-05 + syst_JER_NP4_minus: -7.14672824e-05 + syst_JER_NP5_plus: 6.25860212e-05 + syst_JER_NP5_minus: -6.25860212e-05 + syst_JER_NP6_plus: 3.61897251e-05 + syst_JER_NP6_minus: -3.61897251e-05 + syst_JER_NP7_plus: 4.84014592e-05 + syst_JER_NP7_minus: -4.84014592e-05 + syst_JER_NP8_plus: 5.11238203e-05 + syst_JER_NP8_minus: -5.11238203e-05 + syst_JER_NoiseInSitu_plus: 1.54785674e-04 + syst_JER_NoiseInSitu_minus: -1.54785674e-04 + syst_JES_EtaIntercalibration_Modelling_plus: 4.79701240e-04 + syst_JES_EtaIntercalibration_Modelling_minus: -5.45532882e-04 syst_JES_EtaIntercalibration_Stat0_plus: 0.0 syst_JES_EtaIntercalibration_Stat0_minus: 0.0 - syst_JES_EtaIntercalibration_Stat1_plus: -6.107988375889397e-18 - syst_JES_EtaIntercalibration_Stat1_minus: 6.322241730588922e-08 + syst_JES_EtaIntercalibration_Stat1_plus: -6.10798838e-18 + syst_JES_EtaIntercalibration_Stat1_minus: 6.32224173e-08 syst_JES_EtaIntercalibration_Stat10_plus: 0.0 syst_JES_EtaIntercalibration_Stat10_minus: 0.0 syst_JES_EtaIntercalibration_Stat100_plus: 0.0 @@ -114952,23 +114952,23 @@ bins: 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-3.83322586e-05 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0001042275395468971 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.00010047987360660841 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.00024635600256539314 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.00024338615408440965 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 8.53831438282756e-05 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -5.56068772725101e-05 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.00026056884886724275 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.00025116432867746167 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.00021425335469952387 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.00021163705960913366 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 6.575385958253705e-05 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -4.2822386668657316e-05 - luminosity_uncertainty: 0.0002532 - statistical_uncertainty: 0.0008063 -- syst_JAR_plus: 1.5740196949212545e-05 - syst_JAR_minus: -1.5740196949212545e-05 - syst_JER_DataMC_Difference_plus: 5.434822720199804e-06 - syst_JER_DataMC_Difference_minus: -5.434822720199804e-06 - syst_JER_NP0_plus: 4.548110816591873e-05 - syst_JER_NP0_minus: -4.548110816591873e-05 - syst_JER_NP1_plus: 4.9257058377454895e-05 - syst_JER_NP1_minus: -4.9257058377454895e-05 - 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syst_JES_Zjet_Stat5_plus: 1.63624509e-07 + syst_JES_Zjet_Stat5_minus: -1.45451865e-07 + syst_JES_Zjet_Stat6_plus: -1.25582164e-07 + syst_JES_Zjet_Stat6_minus: 8.11687874e-08 + syst_JES_Zjet_Stat7_plus: 2.13616959e-07 syst_JES_Zjet_Stat7_minus: 0.0 syst_JES_Zjet_Stat8_plus: 0.0 - syst_JES_Zjet_Stat8_minus: -7.384316115931116e-08 - syst_JES_Zjet_Stat9_plus: 6.414872718924359e-08 - syst_JES_Zjet_Stat9_minus: -1.4198704166225874e-06 - syst_JES_Zjet_Veto_plus: 1.9113096295472377e-05 - syst_JES_Zjet_Veto_minus: -1.0550033175303288e-05 - syst_JES_Zjet_dPhi_plus: -1.26572113832392e-09 - syst_JES_Zjet_dPhi_minus: 1.478560279461071e-07 - syst_Unfolding_bias_plus: 1.7727167004346744e-05 - syst_Unfolding_bias_minus: -1.7727167004346744e-05 - syst_jetselection_BCH_plus: 1.4290628047780126e-05 - syst_jetselection_BCH_minus: -1.4290628047780126e-05 + syst_JES_Zjet_Stat8_minus: -7.38431612e-08 + syst_JES_Zjet_Stat9_plus: 6.41487272e-08 + syst_JES_Zjet_Stat9_minus: -1.41987042e-06 + syst_JES_Zjet_Veto_plus: 1.91130963e-05 + syst_JES_Zjet_Veto_minus: -1.05500332e-05 + syst_JES_Zjet_dPhi_plus: -1.26572114e-09 + syst_JES_Zjet_dPhi_minus: 1.47856028e-07 + syst_Unfolding_bias_plus: 1.77271670e-05 + syst_Unfolding_bias_minus: -1.77271670e-05 + syst_jetselection_BCH_plus: 1.42906280e-05 + syst_jetselection_BCH_minus: -1.42906280e-05 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -1.6836212460051698e-05 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 1.945250755044192e-05 - 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syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.66069181e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 1.74584664e-05 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -6.84125811e-06 + luminosity_uncertainty: 5.03800000e-05 + statistical_uncertainty: 2.63320000e-04 +- syst_JAR_plus: 3.23147799e-06 + syst_JAR_minus: -3.23147799e-06 + syst_JER_DataMC_Difference_plus: 1.10732922e-06 + syst_JER_DataMC_Difference_minus: -1.10732922e-06 + syst_JER_NP0_plus: 1.02954747e-05 + syst_JER_NP0_minus: -1.02954747e-05 + syst_JER_NP1_plus: 7.46775472e-06 + syst_JER_NP1_minus: -7.46775472e-06 + syst_JER_NP2_plus: 4.32537218e-06 + syst_JER_NP2_minus: -4.32537218e-06 + syst_JER_NP3_plus: 2.02020407e-06 + syst_JER_NP3_minus: -2.02020407e-06 + syst_JER_NP4_plus: 3.78867813e-06 + syst_JER_NP4_minus: -3.78867813e-06 + syst_JER_NP5_plus: 2.54841284e-06 + syst_JER_NP5_minus: -2.54841284e-06 + syst_JER_NP6_plus: 3.46694455e-06 + syst_JER_NP6_minus: 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syst_JES_Gjet_Stat13_plus: 1.58957604e-07 syst_JES_Gjet_Stat13_minus: 0.0 - syst_JES_Gjet_Stat2_plus: 1.8695903294572315e-07 - syst_JES_Gjet_Stat2_minus: -2.9076230842390832e-08 - syst_JES_Gjet_Stat3_plus: 2.3631508627254418e-07 - syst_JES_Gjet_Stat3_minus: -5.2750165876516446e-08 - syst_JES_Gjet_Stat4_plus: 3.213093213711672e-08 - syst_JES_Gjet_Stat4_minus: -3.2944104935481246e-08 + syst_JES_Gjet_Stat2_plus: 1.86959033e-07 + syst_JES_Gjet_Stat2_minus: -2.90762308e-08 + syst_JES_Gjet_Stat3_plus: 2.36315086e-07 + syst_JES_Gjet_Stat3_minus: -5.27501659e-08 + syst_JES_Gjet_Stat4_plus: 3.21309321e-08 + syst_JES_Gjet_Stat4_minus: -3.29441049e-08 syst_JES_Gjet_Stat5_plus: 0.0 - syst_JES_Gjet_Stat5_minus: -3.923028422022965e-08 + syst_JES_Gjet_Stat5_minus: -3.92302842e-08 syst_JES_Gjet_Stat6_plus: 0.0 - syst_JES_Gjet_Stat6_minus: -1.8794898243938434e-07 + syst_JES_Gjet_Stat6_minus: -1.87948982e-07 syst_JES_Gjet_Stat7_plus: 0.0 - syst_JES_Gjet_Stat7_minus: -6.135565540355673e-08 - syst_JES_Gjet_Stat8_plus: 8.20455998210751e-07 - syst_JES_Gjet_Stat8_minus: -4.6308423099906994e-07 - syst_JES_Gjet_Stat9_plus: 2.1326340520586274e-06 - syst_JES_Gjet_Stat9_minus: -1.3901719318127523e-07 + syst_JES_Gjet_Stat7_minus: -6.13556554e-08 + syst_JES_Gjet_Stat8_plus: 8.20455998e-07 + syst_JES_Gjet_Stat8_minus: -4.63084231e-07 + syst_JES_Gjet_Stat9_plus: 2.13263405e-06 + syst_JES_Gjet_Stat9_minus: -1.39017193e-07 syst_JES_Gjet_Veto_plus: 0.0 - syst_JES_Gjet_Veto_minus: -7.049854608429878e-08 - syst_JES_Gjet_dPhi_plus: 1.8073649327128154e-06 - syst_JES_Gjet_dPhi_minus: -3.7193816690412396e-08 - syst_JES_LArESZee_plus: 3.106320089752503e-05 - syst_JES_LArESZee_minus: -3.748373047069888e-05 - syst_JES_LArESmaterial_plus: 5.3492627996762315e-05 - syst_JES_LArESmaterial_minus: -5.344313052207926e-05 - syst_JES_LArESpresampler_plus: 1.3767369029702081e-05 - syst_JES_LArESpresampler_minus: -1.0903586565896563e-05 - syst_JES_LArEsmear_plus: 2.107885314717098e-06 - syst_JES_LArEsmear_minus: -4.415881848509989e-07 - syst_JES_MJB_Alpha_plus: 1.1045007922133872e-07 + syst_JES_Gjet_Veto_minus: -7.04985461e-08 + syst_JES_Gjet_dPhi_plus: 1.80736493e-06 + syst_JES_Gjet_dPhi_minus: -3.71938167e-08 + syst_JES_LArESZee_plus: 3.10632009e-05 + syst_JES_LArESZee_minus: -3.74837305e-05 + syst_JES_LArESmaterial_plus: 5.34926280e-05 + syst_JES_LArESmaterial_minus: -5.34431305e-05 + syst_JES_LArESpresampler_plus: 1.37673690e-05 + syst_JES_LArESpresampler_minus: -1.09035866e-05 + syst_JES_LArEsmear_plus: 2.10788531e-06 + syst_JES_LArEsmear_minus: -4.41588185e-07 + syst_JES_MJB_Alpha_plus: 1.10450079e-07 syst_JES_MJB_Alpha_minus: 0.0 - syst_JES_MJB_Asym_plus: 9.27370543526157e-06 - syst_JES_MJB_Asym_minus: -5.602407027341016e-06 - syst_JES_MJB_Beta_plus: 2.200516303052536e-06 - syst_JES_MJB_Beta_minus: -3.87494516090228e-06 - syst_JES_MJB_Stat1_plus: 1.6221029560419398e-07 - syst_JES_MJB_Stat1_minus: -2.13616958596456e-07 + syst_JES_MJB_Asym_plus: 9.27370544e-06 + syst_JES_MJB_Asym_minus: -5.60240703e-06 + syst_JES_MJB_Beta_plus: 2.20051630e-06 + syst_JES_MJB_Beta_minus: -3.87494516e-06 + syst_JES_MJB_Stat1_plus: 1.62210296e-07 + syst_JES_MJB_Stat1_minus: -2.13616959e-07 syst_JES_MJB_Stat10_plus: 0.0 syst_JES_MJB_Stat10_minus: 0.0 - syst_JES_MJB_Stat2_plus: 1.229658692483406e-06 + syst_JES_MJB_Stat2_plus: 1.22965869e-06 syst_JES_MJB_Stat2_minus: 0.0 - syst_JES_MJB_Stat3_plus: -3.3219876580144e-09 - syst_JES_MJB_Stat3_minus: 1.0854089091213503e-07 + syst_JES_MJB_Stat3_plus: -3.32198766e-09 + syst_JES_MJB_Stat3_minus: 1.08540891e-07 syst_JES_MJB_Stat4_plus: 0.0 - syst_JES_MJB_Stat4_minus: 2.345473193195778e-08 + syst_JES_MJB_Stat4_minus: 2.34547319e-08 syst_JES_MJB_Stat5_plus: 0.0 syst_JES_MJB_Stat5_minus: 0.0 syst_JES_MJB_Stat6_plus: 0.0 @@ -116854,110 +116854,110 @@ bins: syst_JES_MJB_Stat8_minus: 0.0 syst_JES_MJB_Stat9_plus: 0.0 syst_JES_MJB_Stat9_minus: 0.0 - syst_JES_MJB_Threshold_plus: 9.417955218623626e-06 - syst_JES_MJB_Threshold_minus: -5.739585742891206e-06 - syst_JES_Pileup_MuOffset_plus: -9.406641510124641e-07 - syst_JES_Pileup_MuOffset_minus: 1.2339013331705253e-06 - syst_JES_Pileup_NPVOffset_plus: 4.809740325630896e-07 + syst_JES_MJB_Threshold_plus: 9.41795522e-06 + syst_JES_MJB_Threshold_minus: -5.73958574e-06 + syst_JES_Pileup_MuOffset_plus: -9.40664151e-07 + syst_JES_Pileup_MuOffset_minus: 1.23390133e-06 + syst_JES_Pileup_NPVOffset_plus: 4.80974033e-07 syst_JES_Pileup_NPVOffset_minus: 0.0 - syst_JES_Pileup_Pt_term_plus: 5.852015721099867e-06 - syst_JES_Pileup_Pt_term_minus: -9.689484222599261e-06 - syst_JES_Punch_through_plus: 3.217335854398791e-07 - syst_JES_Punch_through_minus: -1.5231080066758233e-06 + syst_JES_Pileup_Pt_term_plus: 5.85201572e-06 + syst_JES_Pileup_Pt_term_minus: -9.68948422e-06 + syst_JES_Punch_through_plus: 3.21733585e-07 + syst_JES_Punch_through_minus: -1.52310801e-06 syst_JES_SingleParticle_HighPt_plus: 0.0 syst_JES_SingleParticle_HighPt_minus: 0.0 - syst_JES_Zjet_JVF_plus: 6.575385958253705e-09 - syst_JES_Zjet_JVF_minus: -3.939291877990256e-08 - syst_JES_Zjet_MC_plus: 3.4075475785379722e-06 - syst_JES_Zjet_MC_minus: -2.01525432638166e-06 - syst_JES_Zjet_MuScale_plus: -7.497453200920963e-09 - syst_JES_Zjet_MuScale_minus: 1.0705596667164329e-07 - syst_JES_Zjet_MuSmearID_plus: -9.915758392578956e-08 - syst_JES_Zjet_MuSmearID_minus: 5.591800425623218e-08 - syst_JES_Zjet_MuSmearMS_plus: -3.1544033508731884e-09 - syst_JES_Zjet_MuSmearMS_minus: 1.8879751057680817e-10 - syst_JES_Zjet_OOC_plus: 1.246629255231883e-05 - syst_JES_Zjet_OOC_minus: -7.679886750467092e-06 - syst_JES_Zjet_Stat1_plus: -3.28097546470558e-09 - syst_JES_Zjet_Stat1_minus: 7.759082709959986e-12 - syst_JES_Zjet_Stat10_plus: -6.898533757255957e-09 - syst_JES_Zjet_Stat10_minus: 5.651197395242888e-08 - syst_JES_Zjet_Stat11_plus: 2.0746512960013304e-06 - syst_JES_Zjet_Stat11_minus: -1.6991775951912735e-07 - syst_JES_Zjet_Stat2_plus: 1.3357247096613881e-07 - syst_JES_Zjet_Stat2_minus: -2.3200173490730624e-08 - syst_JES_Zjet_Stat3_plus: -3.136018574562338e-09 - syst_JES_Zjet_Stat3_minus: 3.862924345622109e-09 - syst_JES_Zjet_Stat4_plus: 2.4147696577520594e-08 - syst_JES_Zjet_Stat4_minus: -1.58321208307668e-08 - syst_JES_Zjet_Stat5_plus: 3.324816085139146e-08 - syst_JES_Zjet_Stat5_minus: -2.9557063453597682e-08 - syst_JES_Zjet_Stat6_plus: -2.8000014321424906e-08 - syst_JES_Zjet_Stat6_minus: 1.6694791103814387e-08 - syst_JES_Zjet_Stat7_plus: 4.3366858890170954e-08 + syst_JES_Zjet_JVF_plus: 6.57538596e-09 + syst_JES_Zjet_JVF_minus: -3.93929188e-08 + syst_JES_Zjet_MC_plus: 3.40754758e-06 + syst_JES_Zjet_MC_minus: -2.01525433e-06 + syst_JES_Zjet_MuScale_plus: -7.49745320e-09 + syst_JES_Zjet_MuScale_minus: 1.07055967e-07 + syst_JES_Zjet_MuSmearID_plus: -9.91575839e-08 + syst_JES_Zjet_MuSmearID_minus: 5.59180043e-08 + syst_JES_Zjet_MuSmearMS_plus: -3.15440335e-09 + syst_JES_Zjet_MuSmearMS_minus: 1.88797511e-10 + syst_JES_Zjet_OOC_plus: 1.24662926e-05 + syst_JES_Zjet_OOC_minus: -7.67988675e-06 + syst_JES_Zjet_Stat1_plus: -3.28097546e-09 + syst_JES_Zjet_Stat1_minus: 7.75908271e-12 + syst_JES_Zjet_Stat10_plus: -6.89853376e-09 + syst_JES_Zjet_Stat10_minus: 5.65119740e-08 + syst_JES_Zjet_Stat11_plus: 2.07465130e-06 + syst_JES_Zjet_Stat11_minus: -1.69917760e-07 + syst_JES_Zjet_Stat2_plus: 1.33572471e-07 + syst_JES_Zjet_Stat2_minus: -2.32001735e-08 + syst_JES_Zjet_Stat3_plus: -3.13601857e-09 + syst_JES_Zjet_Stat3_minus: 3.86292435e-09 + syst_JES_Zjet_Stat4_plus: 2.41476966e-08 + syst_JES_Zjet_Stat4_minus: -1.58321208e-08 + syst_JES_Zjet_Stat5_plus: 3.32481609e-08 + syst_JES_Zjet_Stat5_minus: -2.95570635e-08 + syst_JES_Zjet_Stat6_plus: -2.80000143e-08 + syst_JES_Zjet_Stat6_minus: 1.66947911e-08 + syst_JES_Zjet_Stat7_plus: 4.33668589e-08 syst_JES_Zjet_Stat7_minus: 0.0 syst_JES_Zjet_Stat8_plus: 0.0 - syst_JES_Zjet_Stat8_minus: -2.2493066709544074e-08 - syst_JES_Zjet_Stat9_plus: 5.299765324993174e-09 - syst_JES_Zjet_Stat9_minus: -2.8857027740223005e-07 - syst_JES_Zjet_Veto_plus: 3.406133364975599e-06 - syst_JES_Zjet_Veto_minus: -1.7621100987168764e-06 - syst_JES_Zjet_dPhi_plus: -1.6963491680665274e-09 - syst_JES_Zjet_dPhi_minus: 3.028538343821983e-08 - syst_Unfolding_bias_plus: 2.0838436841567554e-05 - syst_Unfolding_bias_minus: -2.0838436841567554e-05 - syst_jetselection_BCH_plus: 5.849894400756308e-06 - syst_jetselection_BCH_minus: -5.849894400756308e-06 + syst_JES_Zjet_Stat8_minus: -2.24930667e-08 + syst_JES_Zjet_Stat9_plus: 5.29976532e-09 + syst_JES_Zjet_Stat9_minus: -2.88570277e-07 + syst_JES_Zjet_Veto_plus: 3.40613336e-06 + syst_JES_Zjet_Veto_minus: -1.76211010e-06 + syst_JES_Zjet_dPhi_plus: -1.69634917e-09 + syst_JES_Zjet_dPhi_minus: 3.02853834e-08 + syst_Unfolding_bias_plus: 2.08384368e-05 + syst_Unfolding_bias_minus: -2.08384368e-05 + syst_jetselection_BCH_plus: 5.84989440e-06 + syst_jetselection_BCH_minus: -5.84989440e-06 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_plus: -0.0 syst_splitted_1_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 0.0 syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.2394071760177956e-06 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.281531560084545e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.0006975167352019e-05 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.555586968380482e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.5826080374677925e-06 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -1.0974297244015217e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: -4.912270808902945e-06 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 9.390378054157351e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 9.266634367449704e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -6.07051171648651e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 4.619528601491715e-06 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: -9.083493711122389e-07 - luminosity_uncertainty: 1.0239e-05 - statistical_uncertainty: 6.895e-05 -- syst_JAR_plus: 2.7691715764827574e-07 - syst_JAR_minus: -2.7691715764827574e-07 - syst_JER_DataMC_Difference_plus: 9.45826030515126e-08 - syst_JER_DataMC_Difference_minus: -9.45826030515126e-08 - syst_JER_NP0_plus: 9.77362992956046e-07 - syst_JER_NP0_minus: -9.77362992956046e-07 - syst_JER_NP1_plus: 3.645842563797839e-07 - syst_JER_NP1_minus: -3.645842563797839e-07 - syst_JER_NP2_plus: 3.706653746979882e-07 - syst_JER_NP2_minus: -3.706653746979882e-07 - syst_JER_NP3_plus: 1.7239263325328026e-07 - syst_JER_NP3_minus: -1.7239263325328026e-07 - syst_JER_NP4_plus: 3.5942237687712206e-07 - syst_JER_NP4_minus: -3.5942237687712206e-07 - syst_JER_NP5_plus: 2.1757675657110064e-07 - syst_JER_NP5_minus: -2.1757675657110064e-07 - syst_JER_NP6_plus: 1.0839946955589772e-06 - syst_JER_NP6_minus: -1.0839946955589772e-06 - syst_JER_NP7_plus: 1.6744288578497445e-07 - syst_JER_NP7_minus: -1.6744288578497445e-07 - syst_JER_NP8_plus: 1.7684740597475552e-07 - syst_JER_NP8_minus: -1.7684740597475552e-07 - syst_JER_NoiseInSitu_plus: 8.135970624332415e-07 - syst_JER_NoiseInSitu_minus: -8.135970624332415e-07 - syst_JES_EtaIntercalibration_Modelling_plus: 5.446843535479976e-06 - syst_JES_EtaIntercalibration_Modelling_minus: -5.830095410883084e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: -2.23940718e-06 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 4.28153156e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 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syst_splitted_1_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 0.0 syst_splitted_1_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: 7.039955113493267e-07 + syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_plus: 7.03995511e-07 syst_splitted_2_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.1900607127369594e-06 - syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.12329065250098e-07 - syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 6.618519471906085e-07 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.19006071e-06 + syst_splitted_2_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.12329065e-07 + syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 6.61851947e-07 syst_splitted_2_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: 1.4106780284671622e-06 + syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_plus: 1.41067803e-06 syst_splitted_3_perbinPercrossOpt14_JES_Flavour_Response_minus: 0.0 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.1582409075835649e-06 - syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.0398520523209675e-07 - syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.793325858261384e-07 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_plus: 1.15824091e-06 + syst_splitted_3_perbinPercrossOpt16_JES_Pileup_Rho_topology_minus: -3.03985205e-07 + syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_plus: 5.79332586e-07 syst_splitted_3_perbinPercrossOpt17_JES_MJB_Fragmentation_minus: 0.0 - luminosity_uncertainty: 8.738e-07 - statistical_uncertainty: 9.478e-06 + luminosity_uncertainty: 8.73800000e-07 + statistical_uncertainty: 9.47800000e-06 From 5cd09ea8f19295a10b015a23351ab5d39fab3768 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 14:47:06 +0100 Subject: [PATCH 32/70] 8 decimals for CMS_2JET_7TEV --- .../new_commondata/CMS_2JET_7TEV/filter.py | 8 +- .../CMS_2JET_7TEV/uncertainties.yaml | 3328 ++++++++--------- 2 files changed, 1671 insertions(+), 1665 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py index ec2c351668..37b5514524 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/filter.py @@ -20,7 +20,13 @@ lumi_covmat_CMS_2JET_7TEV, unfolding_error_matrix_CMS_2JET_7TEV, ) -from nnpdf_data.filter_utils.utils import correlation_to_covariance, decompose_covmat +from nnpdf_data.filter_utils.utils import ( + correlation_to_covariance, + decompose_covmat, + prettify_float, +) + +yaml.add_representer(float, prettify_float) def filter_CMS_2JET_7TEV_data_kinetic(): diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/uncertainties.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/uncertainties.yaml index e19429abae..ae9a5c90a2 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_2JET_7TEV/uncertainties.yaml @@ -344,19 +344,19 @@ definitions: treatment: MULT type: UNCORR bins: -- art_sys_corr_1: -2.7998107209653678 - art_sys_corr_2: 0.032556342970098656 - art_sys_corr_3: 0.00010629943778412325 - art_sys_corr_4: 4.781774147618265e-07 - art_sys_corr_5: 1.0944782009332948e-08 - art_sys_corr_6: 3.0050456360611755e-10 - art_sys_corr_7: -1.7909019519018774e-13 - art_sys_corr_8: -5.045504646157742e-15 - art_sys_corr_9: -1.6344823838681176e-16 - art_sys_corr_10: 3.5153042556091114e-18 - art_sys_corr_11: -9.143113918838692e-20 - art_sys_corr_12: 2.0047173518201466e-21 - art_sys_corr_13: -4.1274106341684905e-23 +- art_sys_corr_1: -2.79981072e+00 + art_sys_corr_2: 3.25563430e-02 + art_sys_corr_3: 1.06299438e-04 + art_sys_corr_4: 4.78177415e-07 + art_sys_corr_5: 1.09447820e-08 + art_sys_corr_6: 3.00504564e-10 + art_sys_corr_7: -1.79090195e-13 + art_sys_corr_8: -5.04550465e-15 + art_sys_corr_9: -1.63448238e-16 + art_sys_corr_10: 3.51530426e-18 + art_sys_corr_11: -9.14311392e-20 + art_sys_corr_12: 2.00471735e-21 + art_sys_corr_13: -4.12741063e-23 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -398,16 +398,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -1.3788582233137676 - Unfolding-: 1.3788582233137676 - JEC0-: -2.7577164466275352 - JEC0+: 4.136574669941303 - JEC1-: -1.3788582233137676 - JEC1+: 1.3788582233137676 - JEC2-: 1.3788582233137676 - JEC2+: -1.3788582233137676 - JEC3-: -2.7577164466275352 - JEC3+: 4.136574669941303 + Unfolding+: -1.37885822e+00 + Unfolding-: 1.37885822e+00 + JEC0-: -2.75771645e+00 + JEC0+: 4.13657467e+00 + JEC1-: -1.37885822e+00 + JEC1+: 1.37885822e+00 + JEC2-: 1.37885822e+00 + JEC2+: -1.37885822e+00 + JEC3-: -2.75771645e+00 + JEC3+: 4.13657467e+00 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -420,29 +420,29 @@ bins: JEC8+: 0.0 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -1.3788582233137676 - JEC10+: 1.3788582233137676 - JEC11-: -4.136574669941303 - JEC11+: 5.5154328932550705 - JEC12-: 1.3788582233137676 - JEC12+: -1.3788582233137676 - JEC13-: -2.7577164466275352 - JEC13+: 4.136574669941303 + JEC10-: -1.37885822e+00 + JEC10+: 1.37885822e+00 + JEC11-: -4.13657467e+00 + JEC11+: 5.51543289e+00 + JEC12-: 1.37885822e+00 + JEC12+: -1.37885822e+00 + JEC13-: -2.75771645e+00 + JEC13+: 4.13657467e+00 luminosity_uncertainty: 4.29 bin_by_bin_uncertainty: 1.95 -- art_sys_corr_1: 0.11817258392615311 - art_sys_corr_2: 0.7709829778889701 - art_sys_corr_3: 0.004526384098720998 - art_sys_corr_4: -7.78808160920731e-06 - art_sys_corr_5: 9.300137344827146e-08 - art_sys_corr_6: 4.855471157776701e-09 - art_sys_corr_7: -4.299031131762682e-11 - art_sys_corr_8: -1.486436893738455e-12 - art_sys_corr_9: -5.0396590972311765e-14 - art_sys_corr_10: 1.096774292882997e-15 - art_sys_corr_11: -2.858538273771572e-17 - art_sys_corr_12: 6.270171059869888e-19 - art_sys_corr_13: -1.2910358999736794e-20 +- art_sys_corr_1: 1.18172584e-01 + art_sys_corr_2: 7.70982978e-01 + art_sys_corr_3: 4.52638410e-03 + art_sys_corr_4: -7.78808161e-06 + art_sys_corr_5: 9.30013734e-08 + art_sys_corr_6: 4.85547116e-09 + art_sys_corr_7: -4.29903113e-11 + art_sys_corr_8: -1.48643689e-12 + art_sys_corr_9: -5.03965910e-14 + art_sys_corr_10: 1.09677429e-15 + art_sys_corr_11: -2.85853827e-17 + art_sys_corr_12: 6.27017106e-19 + art_sys_corr_13: -1.29103590e-20 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -484,16 +484,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.18314065632731577 - Unfolding-: 0.18314065632731577 - JEC0-: -0.36628131265463154 - JEC0+: 0.5494219689819473 - JEC1-: -0.18314065632731577 - JEC1+: 0.36628131265463154 + Unfolding+: -1.83140656e-01 + Unfolding-: 1.83140656e-01 + JEC0-: -3.66281313e-01 + JEC0+: 5.49421969e-01 + JEC1-: -1.83140656e-01 + JEC1+: 3.66281313e-01 JEC2-: 0.0 JEC2+: 0.0 - JEC3-: -0.36628131265463154 - JEC3+: 0.5494219689819473 + JEC3-: -3.66281313e-01 + JEC3+: 5.49421969e-01 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -506,29 +506,29 @@ bins: JEC8+: 0.0 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.18314065632731577 - JEC10+: 0.18314065632731577 - JEC11-: -0.36628131265463154 - JEC11+: 0.5494219689819473 - JEC12-: 0.18314065632731577 - JEC12+: -0.18314065632731577 - JEC13-: -0.36628131265463154 - JEC13+: 0.36628131265463154 + JEC10-: -1.83140656e-01 + JEC10+: 1.83140656e-01 + JEC11-: -3.66281313e-01 + JEC11+: 5.49421969e-01 + JEC12-: 1.83140656e-01 + JEC12+: -1.83140656e-01 + JEC13-: -3.66281313e-01 + JEC13+: 3.66281313e-01 luminosity_uncertainty: 0.5698 bin_by_bin_uncertainty: 0.259 -- art_sys_corr_1: -0.0017052761662181577 - art_sys_corr_2: -0.02498156146989339 - art_sys_corr_3: 0.1397744785421399 - art_sys_corr_4: -0.000329788489470327 - art_sys_corr_5: -2.747228498291274e-06 - art_sys_corr_6: 2.614195500567069e-08 - art_sys_corr_7: -1.0848053486636052e-09 - art_sys_corr_8: -3.789390624812475e-11 - art_sys_corr_9: -1.2873256923209955e-12 - art_sys_corr_10: 2.8029943712327547e-14 - art_sys_corr_11: -7.306117889446347e-16 - art_sys_corr_12: 1.6026159777044655e-17 - art_sys_corr_13: -3.2998169111498506e-19 +- art_sys_corr_1: -1.70527617e-03 + art_sys_corr_2: -2.49815615e-02 + art_sys_corr_3: 1.39774479e-01 + art_sys_corr_4: -3.29788489e-04 + art_sys_corr_5: -2.74722850e-06 + art_sys_corr_6: 2.61419550e-08 + art_sys_corr_7: -1.08480535e-09 + art_sys_corr_8: -3.78939062e-11 + art_sys_corr_9: -1.28732569e-12 + art_sys_corr_10: 2.80299437e-14 + art_sys_corr_11: -7.30611789e-16 + art_sys_corr_12: 1.60261598e-17 + art_sys_corr_13: -3.29981691e-19 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -572,14 +572,14 @@ bins: art_sys_corr_54: 0.0 Unfolding+: 0.0 Unfolding-: 0.0 - JEC0-: -0.06802367235014586 - JEC0+: 0.10203550852521878 - JEC1-: -0.06802367235014586 - JEC1+: 0.06802367235014586 - JEC2-: -0.03401183617507293 - JEC2+: 0.03401183617507293 - JEC3-: -0.06802367235014586 - JEC3+: 0.06802367235014586 + JEC0-: -6.80236724e-02 + JEC0+: 1.02035509e-01 + JEC1-: -6.80236724e-02 + JEC1+: 6.80236724e-02 + JEC2-: -3.40118362e-02 + JEC2+: 3.40118362e-02 + JEC3-: -6.80236724e-02 + JEC3+: 6.80236724e-02 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -593,28 +593,28 @@ bins: JEC9-: 0.0 JEC9+: 0.0 JEC10-: 0.0 - JEC10+: 0.03401183617507293 - JEC11-: -0.06802367235014586 - JEC11+: 0.06802367235014586 - JEC12-: 0.03401183617507293 - JEC12+: -0.03401183617507293 - JEC13-: -0.03401183617507293 - JEC13+: 0.06802367235014586 - luminosity_uncertainty: 0.10581999999999998 + JEC10+: 3.40118362e-02 + JEC11-: -6.80236724e-02 + JEC11+: 6.80236724e-02 + JEC12-: 3.40118362e-02 + JEC12+: -3.40118362e-02 + JEC13-: -3.40118362e-02 + JEC13+: 6.80236724e-02 + luminosity_uncertainty: 1.05820000e-01 bin_by_bin_uncertainty: 0.0481 -- art_sys_corr_1: -0.0001991208613259694 - art_sys_corr_2: 0.0002665767568918067 - art_sys_corr_3: -0.0054131203993534206 - art_sys_corr_4: -0.008520015747008813 - art_sys_corr_5: -8.212158408025658e-05 - art_sys_corr_6: -1.724340806788417e-06 - art_sys_corr_7: -1.3132009183716545e-08 - art_sys_corr_8: -4.672383609882837e-10 - art_sys_corr_9: -1.5928961305125678e-11 - art_sys_corr_10: 3.471404989888948e-13 - art_sys_corr_11: -9.049741905596137e-15 - art_sys_corr_12: 1.9851441834298146e-16 - art_sys_corr_13: -4.087473780352814e-18 +- art_sys_corr_1: -1.99120861e-04 + art_sys_corr_2: 2.66576757e-04 + art_sys_corr_3: -5.41312040e-03 + art_sys_corr_4: -8.52001575e-03 + art_sys_corr_5: -8.21215841e-05 + art_sys_corr_6: -1.72434081e-06 + art_sys_corr_7: -1.31320092e-08 + art_sys_corr_8: -4.67238361e-10 + art_sys_corr_9: -1.59289613e-11 + art_sys_corr_10: 3.47140499e-13 + art_sys_corr_11: -9.04974191e-15 + art_sys_corr_12: 1.98514418e-16 + art_sys_corr_13: -4.08747378e-18 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -656,16 +656,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.006279108216936541 + Unfolding+: -6.27910822e-03 Unfolding-: 0.0 - JEC0-: -0.018837324650809624 - JEC0+: 0.018837324650809624 - JEC1-: -0.012558216433873082 - JEC1+: 0.012558216433873082 - JEC2-: -0.006279108216936541 - JEC2+: 0.006279108216936541 - JEC3-: -0.006279108216936541 - JEC3+: 0.012558216433873082 + JEC0-: -1.88373247e-02 + JEC0+: 1.88373247e-02 + JEC1-: -1.25582164e-02 + JEC1+: 1.25582164e-02 + JEC2-: -6.27910822e-03 + JEC2+: 6.27910822e-03 + JEC3-: -6.27910822e-03 + JEC3+: 1.25582164e-02 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -680,27 +680,27 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.006279108216936541 - JEC11+: 0.012558216433873082 - JEC12-: 0.006279108216936541 + JEC11-: -6.27910822e-03 + JEC11+: 1.25582164e-02 + JEC12-: 6.27910822e-03 JEC12+: 0.0 - JEC13-: -0.006279108216936541 - JEC13+: 0.006279108216936541 - luminosity_uncertainty: 0.019535999999999998 + JEC13-: -6.27910822e-03 + JEC13+: 6.27910822e-03 + luminosity_uncertainty: 1.95360000e-02 bin_by_bin_uncertainty: 0.00888 -- art_sys_corr_1: 7.03718959793972e-07 - art_sys_corr_2: 6.0410268241093555e-05 - art_sys_corr_3: 3.192576940594517e-05 - art_sys_corr_4: 0.00035618493352482456 - art_sys_corr_5: -0.001966329820780938 - art_sys_corr_6: -4.4834709175388374e-05 - art_sys_corr_7: 1.654617244649954e-07 - art_sys_corr_8: 5.6177697687558196e-09 - art_sys_corr_9: 1.8978128630150275e-10 - art_sys_corr_10: -4.126424809990761e-12 - art_sys_corr_11: 1.0753061346413383e-13 - art_sys_corr_12: -2.3585984825349035e-15 - art_sys_corr_13: 4.8563537503594794e-17 +- art_sys_corr_1: 7.03718960e-07 + art_sys_corr_2: 6.04102682e-05 + art_sys_corr_3: 3.19257694e-05 + art_sys_corr_4: 3.56184934e-04 + art_sys_corr_5: -1.96632982e-03 + art_sys_corr_6: -4.48347092e-05 + art_sys_corr_7: 1.65461724e-07 + art_sys_corr_8: 5.61776977e-09 + art_sys_corr_9: 1.89781286e-10 + art_sys_corr_10: -4.12642481e-12 + art_sys_corr_11: 1.07530613e-13 + art_sys_corr_12: -2.35859848e-15 + art_sys_corr_13: 4.85635375e-17 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -744,14 +744,14 @@ bins: art_sys_corr_54: 0.0 Unfolding+: 0.0 Unfolding-: 0.0 - JEC0-: -0.004285067093990478 - JEC0+: 0.004285067093990478 - JEC1-: -0.002856711395993652 - JEC1+: 0.004285067093990478 - JEC2-: -0.001428355697996826 - JEC2+: 0.002856711395993652 - JEC3-: -0.001428355697996826 - JEC3+: 0.001428355697996826 + JEC0-: -4.28506709e-03 + JEC0+: 4.28506709e-03 + JEC1-: -2.85671140e-03 + JEC1+: 4.28506709e-03 + JEC2-: -1.42835570e-03 + JEC2+: 2.85671140e-03 + JEC3-: -1.42835570e-03 + JEC3+: 1.42835570e-03 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -766,27 +766,27 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.001428355697996826 - JEC11+: 0.001428355697996826 + JEC11-: -1.42835570e-03 + JEC11+: 1.42835570e-03 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -0.001428355697996826 - JEC13+: 0.001428355697996826 + JEC13-: -1.42835570e-03 + JEC13+: 1.42835570e-03 luminosity_uncertainty: 0.004444 bin_by_bin_uncertainty: 0.00202 -- art_sys_corr_1: -4.667726894038747e-10 - art_sys_corr_2: -9.050958024813972e-08 - art_sys_corr_3: 1.5424100611838617e-05 - art_sys_corr_4: -1.7739801886118227e-06 - art_sys_corr_5: 0.00011753492179988309 - art_sys_corr_6: -0.0007506798760525886 - art_sys_corr_7: 4.917228703885151e-06 - art_sys_corr_8: 1.6911127309485405e-07 - art_sys_corr_9: 5.727557594068595e-09 - art_sys_corr_10: -1.2461490490180927e-10 - art_sys_corr_11: 3.247706022803041e-12 - art_sys_corr_12: -7.123741451795065e-14 - art_sys_corr_13: 1.4667844942390333e-15 +- art_sys_corr_1: -4.66772689e-10 + art_sys_corr_2: -9.05095802e-08 + art_sys_corr_3: 1.54241006e-05 + art_sys_corr_4: -1.77398019e-06 + art_sys_corr_5: 1.17534922e-04 + art_sys_corr_6: -7.50679876e-04 + art_sys_corr_7: 4.91722870e-06 + art_sys_corr_8: 1.69111273e-07 + art_sys_corr_9: 5.72755759e-09 + art_sys_corr_10: -1.24614905e-10 + art_sys_corr_11: 3.24770602e-12 + art_sys_corr_12: -7.12374145e-14 + art_sys_corr_13: 1.46678449e-15 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -828,16 +828,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.0003514320702497141 + Unfolding+: -3.51432070e-04 Unfolding-: 0.0 - JEC0-: -0.0010542962107491422 - JEC0+: 0.0010542962107491422 - JEC1-: -0.0007028641404994282 - JEC1+: 0.0010542962107491422 - JEC2-: -0.0007028641404994282 - JEC2+: 0.0007028641404994282 - JEC3-: -0.0003514320702497141 - JEC3+: 0.0003514320702497141 + JEC0-: -1.05429621e-03 + JEC0+: 1.05429621e-03 + JEC1-: -7.02864140e-04 + JEC1+: 1.05429621e-03 + JEC2-: -7.02864140e-04 + JEC2+: 7.02864140e-04 + JEC3-: -3.51432070e-04 + JEC3+: 3.51432070e-04 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -852,27 +852,27 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.0003514320702497141 - JEC11+: 0.0003514320702497141 + JEC11-: -3.51432070e-04 + JEC11+: 3.51432070e-04 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -0.0003514320702497141 - JEC13+: 0.0003514320702497141 - luminosity_uncertainty: 0.0010934 + JEC13-: -3.51432070e-04 + JEC13+: 3.51432070e-04 + luminosity_uncertainty: 1.09340000e-03 bin_by_bin_uncertainty: 0.000497 -- art_sys_corr_1: -3.0710214833824636e-13 - art_sys_corr_2: 5.6669147199232655e-12 - art_sys_corr_3: -3.364331771233087e-09 - art_sys_corr_4: -1.4058909952033495e-06 - art_sys_corr_5: -2.195280039033353e-06 - art_sys_corr_6: 3.200472892530506e-05 - art_sys_corr_7: 0.00011555289877561098 - art_sys_corr_8: 4.050943301301248e-06 - art_sys_corr_9: 1.3771376585762354e-07 - art_sys_corr_10: -2.9990739920215825e-09 - art_sys_corr_11: 7.817444333591544e-11 - art_sys_corr_12: -1.7147869888885825e-12 - art_sys_corr_13: 3.5307832713141853e-14 +- art_sys_corr_1: -3.07102148e-13 + art_sys_corr_2: 5.66691472e-12 + art_sys_corr_3: -3.36433177e-09 + art_sys_corr_4: -1.40589100e-06 + art_sys_corr_5: -2.19528004e-06 + art_sys_corr_6: 3.20047289e-05 + art_sys_corr_7: 1.15552899e-04 + art_sys_corr_8: 4.05094330e-06 + art_sys_corr_9: 1.37713766e-07 + art_sys_corr_10: -2.99907399e-09 + art_sys_corr_11: 7.81744433e-11 + art_sys_corr_12: -1.71478699e-12 + art_sys_corr_13: 3.53078327e-14 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -915,15 +915,15 @@ bins: art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 Unfolding+: 0.0 - Unfolding-: 9.121677477306462e-05 - JEC0-: -0.00027365032431919385 - JEC0+: 0.0003648670990922585 - JEC1-: -0.00027365032431919385 - JEC1+: 0.00027365032431919385 - JEC2-: -0.00018243354954612924 - JEC2+: 0.00027365032431919385 - JEC3-: -9.121677477306462e-05 - JEC3+: 9.121677477306462e-05 + Unfolding-: 9.12167748e-05 + JEC0-: -2.73650324e-04 + JEC0+: 3.64867099e-04 + JEC1-: -2.73650324e-04 + JEC1+: 2.73650324e-04 + JEC2-: -1.82433550e-04 + JEC2+: 2.73650324e-04 + JEC3-: -9.12167748e-05 + JEC3+: 9.12167748e-05 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -938,27 +938,27 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -9.121677477306462e-05 - JEC11+: 9.121677477306462e-05 + JEC11-: -9.12167748e-05 + JEC11+: 9.12167748e-05 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -9.121677477306462e-05 - JEC13+: 9.121677477306462e-05 - luminosity_uncertainty: 0.00028379999999999996 + JEC13-: -9.12167748e-05 + JEC13+: 9.12167748e-05 + luminosity_uncertainty: 2.83800000e-04 bin_by_bin_uncertainty: 0.000129 -- art_sys_corr_1: 3.233350797404071e-23 - art_sys_corr_2: -7.860114251839515e-21 - art_sys_corr_3: 1.4201620794386534e-16 - art_sys_corr_4: 1.596174066121612e-11 - art_sys_corr_5: 4.672907282492813e-10 - art_sys_corr_6: -4.693848903968564e-08 - art_sys_corr_7: -8.974364050921949e-06 - art_sys_corr_8: 5.219131904313036e-05 - art_sys_corr_9: 2.1266107450531797e-06 - art_sys_corr_10: -4.82505300768778e-08 - art_sys_corr_11: 1.2664629252505347e-09 - art_sys_corr_12: -2.7818136066558084e-11 - art_sys_corr_13: 5.729330880230729e-13 +- art_sys_corr_1: 3.23335080e-23 + art_sys_corr_2: -7.86011425e-21 + art_sys_corr_3: 1.42016208e-16 + art_sys_corr_4: 1.59617407e-11 + art_sys_corr_5: 4.67290728e-10 + art_sys_corr_6: -4.69384890e-08 + art_sys_corr_7: -8.97436405e-06 + art_sys_corr_8: 5.21913190e-05 + art_sys_corr_9: 2.12661075e-06 + art_sys_corr_10: -4.82505301e-08 + art_sys_corr_11: 1.26646293e-09 + art_sys_corr_12: -2.78181361e-11 + art_sys_corr_13: 5.72933088e-13 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1002,14 +1002,14 @@ bins: art_sys_corr_54: 0.0 Unfolding+: 0.0 Unfolding-: 0.0 - JEC0-: -6.830651506262049e-05 - JEC0+: 9.107535341682732e-05 - JEC1-: -6.830651506262049e-05 - JEC1+: 9.107535341682732e-05 - JEC2-: -6.830651506262049e-05 - JEC2+: 6.830651506262049e-05 - JEC3-: -2.276883835420683e-05 - JEC3+: 2.276883835420683e-05 + JEC0-: -6.83065151e-05 + JEC0+: 9.10753534e-05 + JEC1-: -6.83065151e-05 + JEC1+: 9.10753534e-05 + JEC2-: -6.83065151e-05 + JEC2+: 6.83065151e-05 + JEC3-: -2.27688384e-05 + JEC3+: 2.27688384e-05 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1024,27 +1024,27 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -2.276883835420683e-05 - JEC11+: 2.276883835420683e-05 + JEC11-: -2.27688384e-05 + JEC11+: 2.27688384e-05 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -2.276883835420683e-05 - JEC13+: 2.276883835420683e-05 - luminosity_uncertainty: 7.084e-05 - bin_by_bin_uncertainty: 3.2200000000000003e-05 -- art_sys_corr_1: -7.290795750802497e-34 - art_sys_corr_2: 2.3337466473541377e-30 - art_sys_corr_3: -1.2839098454550975e-24 - art_sys_corr_4: -3.8810381863396585e-17 - art_sys_corr_5: -2.1291002810707675e-14 - art_sys_corr_6: 1.4687365229393757e-11 - art_sys_corr_7: 1.2418234809229182e-07 - art_sys_corr_8: -4.40334859793858e-06 - art_sys_corr_9: 2.5309406831414512e-05 - art_sys_corr_10: -7.201685076395618e-07 - art_sys_corr_11: 1.9566413262087294e-08 - art_sys_corr_12: -4.32647972120004e-10 - art_sys_corr_13: 8.922190588529132e-12 + JEC13-: -2.27688384e-05 + JEC13+: 2.27688384e-05 + luminosity_uncertainty: 7.08400000e-05 + bin_by_bin_uncertainty: 3.22000000e-05 +- art_sys_corr_1: -7.29079575e-34 + art_sys_corr_2: 2.33374665e-30 + art_sys_corr_3: -1.28390985e-24 + art_sys_corr_4: -3.88103819e-17 + art_sys_corr_5: -2.12910028e-14 + art_sys_corr_6: 1.46873652e-11 + art_sys_corr_7: 1.24182348e-07 + art_sys_corr_8: -4.40334860e-06 + art_sys_corr_9: 2.53094068e-05 + art_sys_corr_10: -7.20168508e-07 + art_sys_corr_11: 1.95664133e-08 + art_sys_corr_12: -4.32647972e-10 + art_sys_corr_13: 8.92219059e-12 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1086,16 +1086,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -6.222539674441617e-06 - Unfolding-: 6.222539674441617e-06 - JEC0-: -2.489015869776647e-05 - JEC0+: 2.489015869776647e-05 - JEC1-: -2.489015869776647e-05 - JEC1+: 2.489015869776647e-05 - JEC2-: -1.8667619023324854e-05 - JEC2+: 2.489015869776647e-05 - JEC3-: -6.222539674441617e-06 - JEC3+: 1.2445079348883235e-05 + Unfolding+: -6.22253967e-06 + Unfolding-: 6.22253967e-06 + JEC0-: -2.48901587e-05 + JEC0+: 2.48901587e-05 + JEC1-: -2.48901587e-05 + JEC1+: 2.48901587e-05 + JEC2-: -1.86676190e-05 + JEC2+: 2.48901587e-05 + JEC3-: -6.22253967e-06 + JEC3+: 1.24450793e-05 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1110,27 +1110,27 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -6.222539674441617e-06 - JEC11+: 6.222539674441617e-06 + JEC11-: -6.22253967e-06 + JEC11+: 6.22253967e-06 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -6.222539674441617e-06 - JEC13+: 6.222539674441617e-06 - luminosity_uncertainty: 1.936e-05 + JEC13-: -6.22253967e-06 + JEC13+: 6.22253967e-06 + luminosity_uncertainty: 1.93600000e-05 bin_by_bin_uncertainty: 8.8e-06 -- art_sys_corr_1: 3.5651193537167583e-45 - art_sys_corr_2: 4.15575041376271e-40 - art_sys_corr_3: 2.463951980537163e-33 - art_sys_corr_4: 1.9229156058747424e-23 - art_sys_corr_5: 1.9764789171004616e-19 - art_sys_corr_6: -9.355981391366493e-16 - art_sys_corr_7: -3.358806987892005e-10 - art_sys_corr_8: 6.011296807311527e-08 - art_sys_corr_9: -1.7187043493190692e-06 - art_sys_corr_10: -1.0656775444540285e-05 - art_sys_corr_11: 3.3988079891784965e-07 - art_sys_corr_12: -7.734295950641329e-09 - art_sys_corr_13: 1.6037929892395528e-10 +- art_sys_corr_1: 3.56511935e-45 + art_sys_corr_2: 4.15575041e-40 + art_sys_corr_3: 2.46395198e-33 + art_sys_corr_4: 1.92291561e-23 + art_sys_corr_5: 1.97647892e-19 + art_sys_corr_6: -9.35598139e-16 + art_sys_corr_7: -3.35880699e-10 + art_sys_corr_8: 6.01129681e-08 + art_sys_corr_9: -1.71870435e-06 + art_sys_corr_10: -1.06567754e-05 + art_sys_corr_11: 3.39880799e-07 + art_sys_corr_12: -7.73429595e-09 + art_sys_corr_13: 1.60379299e-10 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1172,16 +1172,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -1.2162236636408616e-06 - Unfolding-: 1.2162236636408616e-06 - JEC0-: -4.864894654563446e-06 - JEC0+: 6.081118318204309e-06 - JEC1-: -4.864894654563446e-06 - JEC1+: 6.081118318204309e-06 - JEC2-: -4.864894654563446e-06 - JEC2+: 6.081118318204309e-06 - JEC3-: -1.2162236636408616e-06 - JEC3+: 2.432447327281723e-06 + Unfolding+: -1.21622366e-06 + Unfolding-: 1.21622366e-06 + JEC0-: -4.86489465e-06 + JEC0+: 6.08111832e-06 + JEC1-: -4.86489465e-06 + JEC1+: 6.08111832e-06 + JEC2-: -4.86489465e-06 + JEC2+: 6.08111832e-06 + JEC3-: -1.21622366e-06 + JEC3+: 2.43244733e-06 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1196,27 +1196,27 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -1.2162236636408616e-06 - JEC11+: 1.2162236636408616e-06 + JEC11-: -1.21622366e-06 + JEC11+: 1.21622366e-06 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -1.2162236636408616e-06 - JEC13+: 1.2162236636408616e-06 - luminosity_uncertainty: 3.784e-06 + JEC13-: -1.21622366e-06 + JEC13+: 1.21622366e-06 + luminosity_uncertainty: 3.78400000e-06 bin_by_bin_uncertainty: 1.72e-06 -- art_sys_corr_1: -1.9794475504799437e-53 - art_sys_corr_2: -5.288241146400125e-47 - art_sys_corr_3: 4.229471860774172e-40 - art_sys_corr_4: -1.7645980637808995e-30 - art_sys_corr_5: -3.3982203252102056e-25 - art_sys_corr_6: 1.1036408252465154e-20 - art_sys_corr_7: 1.6708410741467917e-13 - art_sys_corr_8: -1.46774418373824e-10 - art_sys_corr_9: 1.8366054722673957e-08 - art_sys_corr_10: 7.739820317671834e-07 - art_sys_corr_11: 4.694873426766927e-06 - art_sys_corr_12: -1.2794720906457868e-07 - art_sys_corr_13: 2.7384891984342057e-09 +- art_sys_corr_1: -1.97944755e-53 + art_sys_corr_2: -5.28824115e-47 + art_sys_corr_3: 4.22947186e-40 + art_sys_corr_4: -1.76459806e-30 + art_sys_corr_5: -3.39822033e-25 + art_sys_corr_6: 1.10364083e-20 + art_sys_corr_7: 1.67084107e-13 + art_sys_corr_8: -1.46774418e-10 + art_sys_corr_9: 1.83660547e-08 + art_sys_corr_10: 7.73982032e-07 + art_sys_corr_11: 4.69487343e-06 + art_sys_corr_12: -1.27947209e-07 + art_sys_corr_13: 2.73848920e-09 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1258,16 +1258,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -2.842569260369921e-07 - Unfolding-: 2.842569260369921e-07 - JEC0-: -1.4212846301849606e-06 - JEC0+: 1.7055415562219525e-06 - JEC1-: -1.7055415562219525e-06 - JEC1+: 1.9897984822589445e-06 - JEC2-: -1.4212846301849606e-06 - JEC2+: 1.7055415562219525e-06 - JEC3-: -5.685138520739842e-07 - JEC3+: 5.685138520739842e-07 + Unfolding+: -2.84256926e-07 + Unfolding-: 2.84256926e-07 + JEC0-: -1.42128463e-06 + JEC0+: 1.70554156e-06 + JEC1-: -1.70554156e-06 + JEC1+: 1.98979848e-06 + JEC2-: -1.42128463e-06 + JEC2+: 1.70554156e-06 + JEC3-: -5.68513852e-07 + JEC3+: 5.68513852e-07 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1282,27 +1282,27 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -2.842569260369921e-07 - JEC11+: 2.842569260369921e-07 + JEC11-: -2.84256926e-07 + JEC11+: 2.84256926e-07 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -2.842569260369921e-07 - JEC13+: 2.842569260369921e-07 - luminosity_uncertainty: 8.844e-07 + JEC13-: -2.84256926e-07 + JEC13+: 2.84256926e-07 + luminosity_uncertainty: 8.84400000e-07 bin_by_bin_uncertainty: 4.02e-07 -- art_sys_corr_1: 3.151160084253211e-61 - art_sys_corr_2: 8.41855820448543e-55 - art_sys_corr_3: -6.73306191008306e-48 - art_sys_corr_4: 2.809577880507056e-38 - art_sys_corr_5: 1.0136848110608368e-31 - art_sys_corr_6: -2.2509440582286274e-26 - art_sys_corr_7: -1.4401130840200836e-17 - art_sys_corr_8: 6.176058200096707e-14 - art_sys_corr_9: -3.307151944274446e-11 - art_sys_corr_10: -8.116999065038228e-09 - art_sys_corr_11: -3.003662156920153e-07 - art_sys_corr_12: -2.0069819100587238e-06 - art_sys_corr_13: 5.136012461375935e-08 +- art_sys_corr_1: 3.15116008e-61 + art_sys_corr_2: 8.41855820e-55 + art_sys_corr_3: -6.73306191e-48 + art_sys_corr_4: 2.80957788e-38 + art_sys_corr_5: 1.01368481e-31 + art_sys_corr_6: -2.25094406e-26 + art_sys_corr_7: -1.44011308e-17 + art_sys_corr_8: 6.17605820e-14 + art_sys_corr_9: -3.30715194e-11 + art_sys_corr_10: -8.11699907e-09 + art_sys_corr_11: -3.00366216e-07 + art_sys_corr_12: -2.00698191e-06 + art_sys_corr_13: 5.13601246e-08 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1344,16 +1344,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -3.8254476862192216e-08 - Unfolding-: 3.8254476862192216e-08 - JEC0-: -2.295268611731533e-07 - JEC0+: 2.6778133803534554e-07 - JEC1-: -2.6778133803534554e-07 - JEC1+: 3.4429029175972997e-07 - JEC2-: -2.295268611731533e-07 - JEC2+: 2.6778133803534554e-07 - JEC3-: -7.650895372438443e-08 - JEC3+: 7.650895372438443e-08 + Unfolding+: -3.82544769e-08 + Unfolding-: 3.82544769e-08 + JEC0-: -2.29526861e-07 + JEC0+: 2.67781338e-07 + JEC1-: -2.67781338e-07 + JEC1+: 3.44290292e-07 + JEC2-: -2.29526861e-07 + JEC2+: 2.67781338e-07 + JEC3-: -7.65089537e-08 + JEC3+: 7.65089537e-08 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1368,27 +1368,27 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -3.8254476862192216e-08 - JEC11+: 3.8254476862192216e-08 + JEC11-: -3.82544769e-08 + JEC11+: 3.82544769e-08 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -3.8254476862192216e-08 - JEC13+: 3.8254476862192216e-08 - luminosity_uncertainty: 1.1901999999999999e-07 + JEC13-: -3.82544769e-08 + JEC13+: 3.82544769e-08 + luminosity_uncertainty: 1.19020000e-07 bin_by_bin_uncertainty: 5.41e-08 -- art_sys_corr_1: -1.0944454608609313e-69 - art_sys_corr_2: -2.923892334107221e-63 - art_sys_corr_3: 2.338494030185838e-56 - art_sys_corr_4: -9.758051244064086e-47 - art_sys_corr_5: -6.524452623618146e-39 - art_sys_corr_6: 8.281439575753315e-33 - art_sys_corr_7: 2.707117450864926e-22 - art_sys_corr_8: -5.662036559166665e-18 - art_sys_corr_9: 1.2919534074619079e-14 - art_sys_corr_10: 1.7987457388771986e-11 - art_sys_corr_11: 3.499665452293162e-09 - art_sys_corr_12: 1.4390804126540606e-07 - art_sys_corr_13: 7.187261145090859e-07 +- art_sys_corr_1: -1.09444546e-69 + art_sys_corr_2: -2.92389233e-63 + art_sys_corr_3: 2.33849403e-56 + art_sys_corr_4: -9.75805124e-47 + art_sys_corr_5: -6.52445262e-39 + art_sys_corr_6: 8.28143958e-33 + art_sys_corr_7: 2.70711745e-22 + art_sys_corr_8: -5.66203656e-18 + art_sys_corr_9: 1.29195341e-14 + art_sys_corr_10: 1.79874574e-11 + art_sys_corr_11: 3.49966545e-09 + art_sys_corr_12: 1.43908041e-07 + art_sys_corr_13: 7.18726115e-07 art_sys_corr_14: 0.0 art_sys_corr_15: 0.0 art_sys_corr_16: 0.0 @@ -1430,16 +1430,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -1.6122034611053282e-08 - Unfolding-: 1.6122034611053282e-08 - JEC0-: -5.642712113868649e-08 - JEC0+: 6.448813844421313e-08 - JEC1-: -7.254915574973978e-08 - JEC1+: 8.867119036079306e-08 - JEC2-: -5.642712113868649e-08 - JEC2+: 7.254915574973978e-08 - JEC3-: -1.6122034611053282e-08 - JEC3+: 2.4183051916579926e-08 + Unfolding+: -1.61220346e-08 + Unfolding-: 1.61220346e-08 + JEC0-: -5.64271211e-08 + JEC0+: 6.44881384e-08 + JEC1-: -7.25491557e-08 + JEC1+: 8.86711904e-08 + JEC2-: -5.64271211e-08 + JEC2+: 7.25491557e-08 + JEC3-: -1.61220346e-08 + JEC3+: 2.41830519e-08 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1454,14 +1454,14 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -8.061017305526641e-09 - JEC11+: 8.061017305526641e-09 + JEC11-: -8.06101731e-09 + JEC11+: 8.06101731e-09 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -8.061017305526641e-09 - JEC13+: 8.061017305526641e-09 - luminosity_uncertainty: 2.508e-08 - bin_by_bin_uncertainty: 1.1400000000000001e-08 + JEC13-: -8.06101731e-09 + JEC13+: 8.06101731e-09 + luminosity_uncertainty: 2.50800000e-08 + bin_by_bin_uncertainty: 1.14000000e-08 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -1475,18 +1475,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: 2.4998371838303606 - art_sys_corr_15: -0.028531300640625996 - art_sys_corr_16: -0.00013864545575562618 - art_sys_corr_17: 5.308382837248268e-07 - art_sys_corr_18: -1.821095993815061e-08 - art_sys_corr_19: -6.826969159191658e-10 - art_sys_corr_20: -1.1591376249260353e-12 - art_sys_corr_21: -6.827070488763366e-14 - art_sys_corr_22: 6.408204218478341e-15 - art_sys_corr_23: -1.5595348696194267e-16 - art_sys_corr_24: 2.2527870057212363e-18 - art_sys_corr_25: 6.079939008925064e-20 + art_sys_corr_14: 2.49983718e+00 + art_sys_corr_15: -2.85313006e-02 + art_sys_corr_16: -1.38645456e-04 + art_sys_corr_17: 5.30838284e-07 + art_sys_corr_18: -1.82109599e-08 + art_sys_corr_19: -6.82696916e-10 + art_sys_corr_20: -1.15913762e-12 + art_sys_corr_21: -6.82707049e-14 + art_sys_corr_22: 6.40820422e-15 + art_sys_corr_23: -1.55953487e-16 + art_sys_corr_24: 2.25278701e-18 + art_sys_corr_25: 6.07993901e-20 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1516,16 +1516,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -1.2869343417595163 - Unfolding-: 1.2869343417595163 - JEC0-: -2.5738686835190325 - JEC0+: 3.8608030252785492 - JEC1-: -1.2869343417595163 - JEC1+: 1.2869343417595163 + Unfolding+: -1.28693434e+00 + Unfolding-: 1.28693434e+00 + JEC0-: -2.57386868e+00 + JEC0+: 3.86080303e+00 + JEC1-: -1.28693434e+00 + JEC1+: 1.28693434e+00 JEC2-: 0.0 JEC2+: 0.0 - JEC3-: -2.5738686835190325 - JEC3+: 3.8608030252785492 + JEC3-: -2.57386868e+00 + JEC3+: 3.86080303e+00 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1538,14 +1538,14 @@ bins: JEC8+: 0.0 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -1.2869343417595163 - JEC10+: 1.2869343417595163 - JEC11-: -3.8608030252785492 - JEC11+: 5.147737367038065 - JEC12-: 2.5738686835190325 - JEC12+: -1.2869343417595163 - JEC13-: -2.5738686835190325 - JEC13+: 3.8608030252785492 + JEC10-: -1.28693434e+00 + JEC10+: 1.28693434e+00 + JEC11-: -3.86080303e+00 + JEC11+: 5.14773737e+00 + JEC12-: 2.57386868e+00 + JEC12+: -1.28693434e+00 + JEC13-: -2.57386868e+00 + JEC13+: 3.86080303e+00 luminosity_uncertainty: 4.004 bin_by_bin_uncertainty: 1.82 - art_sys_corr_1: 0.0 @@ -1561,18 +1561,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: -0.11131584991073207 - art_sys_corr_15: -0.6403773632221231 - art_sys_corr_16: -0.005061035310308608 - art_sys_corr_17: -1.2365286376474054e-05 - art_sys_corr_18: -1.4192842419834804e-07 - art_sys_corr_19: -1.020561386988865e-08 - art_sys_corr_20: -6.753225925833117e-11 - art_sys_corr_21: 1.5773196694748196e-12 - art_sys_corr_22: 3.5118817033056873e-14 - art_sys_corr_23: -1.1107611480447715e-15 - art_sys_corr_24: 1.659287968187623e-17 - art_sys_corr_25: 4.494406533095959e-19 + art_sys_corr_14: -1.11315850e-01 + art_sys_corr_15: -6.40377363e-01 + art_sys_corr_16: -5.06103531e-03 + art_sys_corr_17: -1.23652864e-05 + art_sys_corr_18: -1.41928424e-07 + art_sys_corr_19: -1.02056139e-08 + art_sys_corr_20: -6.75322593e-11 + art_sys_corr_21: 1.57731967e-12 + art_sys_corr_22: 3.51188170e-14 + art_sys_corr_23: -1.11076115e-15 + art_sys_corr_24: 1.65928797e-17 + art_sys_corr_25: 4.49440653e-19 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1602,16 +1602,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.21071782079359114 - Unfolding-: 0.21071782079359114 - JEC0-: -0.4214356415871823 - JEC0+: 0.6321534623807734 - JEC1-: -0.21071782079359114 - JEC1+: 0.4214356415871823 + Unfolding+: -2.10717821e-01 + Unfolding-: 2.10717821e-01 + JEC0-: -4.21435642e-01 + JEC0+: 6.32153462e-01 + JEC1-: -2.10717821e-01 + JEC1+: 4.21435642e-01 JEC2-: 0.0 JEC2+: 0.0 - JEC3-: -0.4214356415871823 - JEC3+: 0.4214356415871823 + JEC3-: -4.21435642e-01 + JEC3+: 4.21435642e-01 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1624,14 +1624,14 @@ bins: JEC8+: 0.0 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.21071782079359114 - JEC10+: 0.21071782079359114 - JEC11-: -0.4214356415871823 - JEC11+: 0.6321534623807734 - JEC12-: 0.21071782079359114 - JEC12+: -0.21071782079359114 - JEC13-: -0.4214356415871823 - JEC13+: 0.4214356415871823 + JEC10-: -2.10717821e-01 + JEC10+: 2.10717821e-01 + JEC11-: -4.21435642e-01 + JEC11+: 6.32153462e-01 + JEC12-: 2.10717821e-01 + JEC12+: -2.10717821e-01 + JEC13-: -4.21435642e-01 + JEC13+: 4.21435642e-01 luminosity_uncertainty: 0.6556 bin_by_bin_uncertainty: 0.298 - art_sys_corr_1: 0.0 @@ -1647,18 +1647,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: 0.0016293445387833751 - art_sys_corr_15: 0.024241734334603447 - art_sys_corr_16: -0.13381152220330755 - art_sys_corr_17: -0.0004000760429567544 - art_sys_corr_18: 4.1971908820488645e-06 - art_sys_corr_19: -4.028473635649421e-08 - art_sys_corr_20: -1.2874872532585804e-09 - art_sys_corr_21: 7.209045644212037e-11 - art_sys_corr_22: -1.4412483018077885e-12 - art_sys_corr_23: 2.7551064147281118e-14 - art_sys_corr_24: -3.818592078148884e-16 - art_sys_corr_25: -1.0258008447720509e-17 + art_sys_corr_14: 1.62934454e-03 + art_sys_corr_15: 2.42417343e-02 + art_sys_corr_16: -1.33811522e-01 + art_sys_corr_17: -4.00076043e-04 + art_sys_corr_18: 4.19719088e-06 + art_sys_corr_19: -4.02847364e-08 + art_sys_corr_20: -1.28748725e-09 + art_sys_corr_21: 7.20904564e-11 + art_sys_corr_22: -1.44124830e-12 + art_sys_corr_23: 2.75510641e-14 + art_sys_corr_24: -3.81859208e-16 + art_sys_corr_25: -1.02580084e-17 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1689,15 +1689,15 @@ bins: art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 Unfolding+: 0.0 - Unfolding-: 0.03981011178080262 - JEC0-: -0.07962022356160524 - JEC0+: 0.11943033534240786 - JEC1-: -0.07962022356160524 - JEC1+: 0.07962022356160524 - JEC2-: -0.03981011178080262 - JEC2+: 0.03981011178080262 - JEC3-: -0.07962022356160524 - JEC3+: 0.07962022356160524 + Unfolding-: 3.98101118e-02 + JEC0-: -7.96202236e-02 + JEC0+: 1.19430335e-01 + JEC1-: -7.96202236e-02 + JEC1+: 7.96202236e-02 + JEC2-: -3.98101118e-02 + JEC2+: 3.98101118e-02 + JEC3-: -7.96202236e-02 + JEC3+: 7.96202236e-02 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1712,13 +1712,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.07962022356160524 - JEC11+: 0.07962022356160524 - JEC12-: 0.03981011178080262 - JEC12+: -0.03981011178080262 - JEC13-: -0.03981011178080262 - JEC13+: 0.07962022356160524 - luminosity_uncertainty: 0.12385999999999998 + JEC11-: -7.96202236e-02 + JEC11+: 7.96202236e-02 + JEC12-: 3.98101118e-02 + JEC12+: -3.98101118e-02 + JEC13-: -3.98101118e-02 + JEC13+: 7.96202236e-02 + luminosity_uncertainty: 1.23860000e-01 bin_by_bin_uncertainty: 0.0563 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -1733,18 +1733,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: 0.00021811342624319344 - art_sys_corr_15: -0.00019441268968722168 - art_sys_corr_16: 0.005697307772720278 - art_sys_corr_17: -0.009404378256876024 - art_sys_corr_18: 0.00011390283397914027 - art_sys_corr_19: 3.1824791382962747e-06 - art_sys_corr_20: -1.0793310196454413e-08 - art_sys_corr_21: 1.0757953954232973e-09 - art_sys_corr_22: -4.730934492107667e-11 - art_sys_corr_23: 1.0767959580057972e-12 - art_sys_corr_24: -1.5395361385221548e-14 - art_sys_corr_25: -4.15026162681772e-16 + art_sys_corr_14: 2.18113426e-04 + art_sys_corr_15: -1.94412690e-04 + art_sys_corr_16: 5.69730777e-03 + art_sys_corr_17: -9.40437826e-03 + art_sys_corr_18: 1.13902834e-04 + art_sys_corr_19: 3.18247914e-06 + art_sys_corr_20: -1.07933102e-08 + art_sys_corr_21: 1.07579540e-09 + art_sys_corr_22: -4.73093449e-11 + art_sys_corr_23: 1.07679596e-12 + art_sys_corr_24: -1.53953614e-14 + art_sys_corr_25: -4.15026163e-16 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1774,16 +1774,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.008980256121069152 + Unfolding+: -8.98025612e-03 Unfolding-: 0.0 - JEC0-: -0.026940768363207458 - JEC0+: 0.026940768363207458 - JEC1-: -0.017960512242138304 - JEC1+: 0.026940768363207458 - JEC2-: -0.008980256121069152 - JEC2+: 0.017960512242138304 - JEC3-: -0.008980256121069152 - JEC3+: 0.017960512242138304 + JEC0-: -2.69407684e-02 + JEC0+: 2.69407684e-02 + JEC1-: -1.79605122e-02 + JEC1+: 2.69407684e-02 + JEC2-: -8.98025612e-03 + JEC2+: 1.79605122e-02 + JEC3-: -8.98025612e-03 + JEC3+: 1.79605122e-02 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1798,14 +1798,14 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.008980256121069152 - JEC11+: 0.017960512242138304 - JEC12-: 0.008980256121069152 - JEC12+: -0.008980256121069152 - JEC13-: -0.008980256121069152 - JEC13+: 0.008980256121069152 + JEC11-: -8.98025612e-03 + JEC11+: 1.79605122e-02 + JEC12-: 8.98025612e-03 + JEC12+: -8.98025612e-03 + JEC13-: -8.98025612e-03 + JEC13+: 8.98025612e-03 luminosity_uncertainty: 0.02794 - bin_by_bin_uncertainty: 0.012700000000000001 + bin_by_bin_uncertainty: 1.27000000e-02 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -1819,18 +1819,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: -8.312901545371945e-07 - art_sys_corr_15: -7.263968206936043e-05 - art_sys_corr_16: -3.885074152250802e-05 - art_sys_corr_17: 0.0004556315529747306 - art_sys_corr_18: 0.0023538557583543786 - art_sys_corr_19: 7.054303382381855e-05 - art_sys_corr_20: 2.0628987087753726e-07 - art_sys_corr_21: 6.8864972268623125e-09 - art_sys_corr_22: -6.719664186879324e-10 - art_sys_corr_23: 1.6363144430102487e-11 - art_sys_corr_24: -2.3637989059619215e-13 - art_sys_corr_25: -6.379568694871226e-15 + art_sys_corr_14: -8.31290155e-07 + art_sys_corr_15: -7.26396821e-05 + art_sys_corr_16: -3.88507415e-05 + art_sys_corr_17: 4.55631553e-04 + art_sys_corr_18: 2.35385576e-03 + art_sys_corr_19: 7.05430338e-05 + art_sys_corr_20: 2.06289871e-07 + art_sys_corr_21: 6.88649723e-09 + art_sys_corr_22: -6.71966419e-10 + art_sys_corr_23: 1.63631444e-11 + art_sys_corr_24: -2.36379891e-13 + art_sys_corr_25: -6.37956869e-15 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1860,16 +1860,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.0021071782079359115 + Unfolding+: -2.10717821e-03 Unfolding-: 0.0 - JEC0-: -0.006321534623807734 - JEC0+: 0.006321534623807734 - JEC1-: -0.004214356415871823 - JEC1+: 0.006321534623807734 - JEC2-: -0.004214356415871823 - JEC2+: 0.004214356415871823 - JEC3-: -0.0021071782079359115 - JEC3+: 0.0021071782079359115 + JEC0-: -6.32153462e-03 + JEC0+: 6.32153462e-03 + JEC1-: -4.21435642e-03 + JEC1+: 6.32153462e-03 + JEC2-: -4.21435642e-03 + JEC2+: 4.21435642e-03 + JEC3-: -2.10717821e-03 + JEC3+: 2.10717821e-03 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1884,13 +1884,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.0021071782079359115 - JEC11+: 0.0021071782079359115 - JEC12-: 0.0021071782079359115 + JEC11-: -2.10717821e-03 + JEC11+: 2.10717821e-03 + JEC12-: 2.10717821e-03 JEC12+: 0.0 - JEC13-: -0.0021071782079359115 - JEC13+: 0.0021071782079359115 - luminosity_uncertainty: 0.006555999999999999 + JEC13-: -2.10717821e-03 + JEC13+: 2.10717821e-03 + luminosity_uncertainty: 6.55600000e-03 bin_by_bin_uncertainty: 0.00298 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -1905,18 +1905,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: 7.180690104923509e-10 - art_sys_corr_15: 1.635573180980824e-07 - art_sys_corr_16: -2.0702683609116274e-05 - art_sys_corr_17: -2.2757084084071405e-06 - art_sys_corr_18: -0.0001652538703279408 - art_sys_corr_19: 0.0010062962970930592 - art_sys_corr_20: 5.0080077529469315e-06 - art_sys_corr_21: -1.842335050038453e-07 - art_sys_corr_22: -2.4288257161480583e-09 - art_sys_corr_23: 8.736886695511372e-11 - art_sys_corr_24: -1.3227850116893507e-12 - art_sys_corr_25: -3.588013567453152e-14 + art_sys_corr_14: 7.18069010e-10 + art_sys_corr_15: 1.63557318e-07 + art_sys_corr_16: -2.07026836e-05 + art_sys_corr_17: -2.27570841e-06 + art_sys_corr_18: -1.65253870e-04 + art_sys_corr_19: 1.00629630e-03 + art_sys_corr_20: 5.00800775e-06 + art_sys_corr_21: -1.84233505e-07 + art_sys_corr_22: -2.42882572e-09 + art_sys_corr_23: 8.73688670e-11 + art_sys_corr_24: -1.32278501e-12 + art_sys_corr_25: -3.58801357e-14 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -1948,14 +1948,14 @@ bins: art_sys_corr_54: 0.0 Unfolding+: 0.0 Unfolding-: 0.0 - JEC0-: -0.0015952328983568512 - JEC0+: 0.002126977197809135 - JEC1-: -0.0015952328983568512 - JEC1+: 0.0015952328983568512 - JEC2-: -0.0010634885989045675 - JEC2+: 0.0010634885989045675 - JEC3-: -0.0005317442994522837 - JEC3+: 0.0005317442994522837 + JEC0-: -1.59523290e-03 + JEC0+: 2.12697720e-03 + JEC1-: -1.59523290e-03 + JEC1+: 1.59523290e-03 + JEC2-: -1.06348860e-03 + JEC2+: 1.06348860e-03 + JEC3-: -5.31744299e-04 + JEC3+: 5.31744299e-04 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -1970,14 +1970,14 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.0005317442994522837 - JEC11+: 0.0005317442994522837 + JEC11-: -5.31744299e-04 + JEC11+: 5.31744299e-04 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -0.0005317442994522837 - JEC13+: 0.0005317442994522837 - luminosity_uncertainty: 0.0016543999999999999 - bin_by_bin_uncertainty: 0.0007520000000000001 + JEC13-: -5.31744299e-04 + JEC13+: 5.31744299e-04 + luminosity_uncertainty: 1.65440000e-03 + bin_by_bin_uncertainty: 7.52000000e-04 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -1991,18 +1991,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: 4.977016867843453e-13 - art_sys_corr_15: -7.323380586685704e-12 - art_sys_corr_16: 4.575991793673435e-09 - art_sys_corr_17: -1.4974955579227631e-06 - art_sys_corr_18: 2.833404284874414e-06 - art_sys_corr_19: -4.100094919199828e-05 - art_sys_corr_20: 0.00012323475102802726 - art_sys_corr_21: -4.672952791539373e-06 - art_sys_corr_22: 1.0544400991043733e-07 - art_sys_corr_23: -2.1109044686398575e-09 - art_sys_corr_24: 2.9523404120007194e-11 - art_sys_corr_25: 7.939224358031962e-13 + art_sys_corr_14: 4.97701687e-13 + art_sys_corr_15: -7.32338059e-12 + art_sys_corr_16: 4.57599179e-09 + art_sys_corr_17: -1.49749556e-06 + art_sys_corr_18: 2.83340428e-06 + art_sys_corr_19: -4.10009492e-05 + art_sys_corr_20: 1.23234751e-04 + art_sys_corr_21: -4.67295279e-06 + art_sys_corr_22: 1.05444010e-07 + art_sys_corr_23: -2.11090447e-09 + art_sys_corr_24: 2.95234041e-11 + art_sys_corr_25: 7.93922436e-13 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2032,16 +2032,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.0001294005409571382 + Unfolding+: -1.29400541e-04 Unfolding-: 0.0 - JEC0-: -0.00038820162287141457 - JEC0+: 0.0005176021638285528 - JEC1-: -0.00038820162287141457 - JEC1+: 0.0005176021638285528 - JEC2-: -0.0002588010819142764 - JEC2+: 0.00038820162287141457 - JEC3-: -0.0001294005409571382 - JEC3+: 0.0001294005409571382 + JEC0-: -3.88201623e-04 + JEC0+: 5.17602164e-04 + JEC1-: -3.88201623e-04 + JEC1+: 5.17602164e-04 + JEC2-: -2.58801082e-04 + JEC2+: 3.88201623e-04 + JEC3-: -1.29400541e-04 + JEC3+: 1.29400541e-04 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -2056,13 +2056,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.0001294005409571382 - JEC11+: 0.0001294005409571382 + JEC11-: -1.29400541e-04 + JEC11+: 1.29400541e-04 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -0.0001294005409571382 - JEC13+: 0.0001294005409571382 - luminosity_uncertainty: 0.0004026 + JEC13-: -1.29400541e-04 + JEC13+: 1.29400541e-04 + luminosity_uncertainty: 4.02600000e-04 bin_by_bin_uncertainty: 0.000183 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -2077,18 +2077,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: -1.848026230227646e-16 - art_sys_corr_15: -2.457305950234616e-13 - art_sys_corr_16: -3.010792565553341e-12 - art_sys_corr_17: 7.158315066185058e-09 - art_sys_corr_18: 5.869553569010706e-07 - art_sys_corr_19: 1.3616495272398043e-07 - art_sys_corr_20: -1.0088143251887863e-05 - art_sys_corr_21: -5.708285483999399e-05 - art_sys_corr_22: 1.8472571434485992e-06 - art_sys_corr_23: -3.976238599196351e-08 - art_sys_corr_24: 5.631530188563482e-10 - art_sys_corr_25: 1.51653382699007e-11 + art_sys_corr_14: -1.84802623e-16 + art_sys_corr_15: -2.45730595e-13 + art_sys_corr_16: -3.01079257e-12 + art_sys_corr_17: 7.15831507e-09 + art_sys_corr_18: 5.86955357e-07 + art_sys_corr_19: 1.36164953e-07 + art_sys_corr_20: -1.00881433e-05 + art_sys_corr_21: -5.70828548e-05 + art_sys_corr_22: 1.84725714e-06 + art_sys_corr_23: -3.97623860e-08 + art_sys_corr_24: 5.63153019e-10 + art_sys_corr_25: 1.51653383e-11 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2118,16 +2118,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -2.991061684419096e-05 - Unfolding-: 2.991061684419096e-05 - JEC0-: -0.00011964246737676384 - JEC0+: 0.00011964246737676384 - JEC1-: -8.973185053257288e-05 - JEC1+: 0.00011964246737676384 - JEC2-: -8.973185053257288e-05 - JEC2+: 0.00011964246737676384 - JEC3-: -2.991061684419096e-05 - JEC3+: 5.982123368838192e-05 + Unfolding+: -2.99106168e-05 + Unfolding-: 2.99106168e-05 + JEC0-: -1.19642467e-04 + JEC0+: 1.19642467e-04 + JEC1-: -8.97318505e-05 + JEC1+: 1.19642467e-04 + JEC2-: -8.97318505e-05 + JEC2+: 1.19642467e-04 + JEC3-: -2.99106168e-05 + JEC3+: 5.98212337e-05 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -2142,14 +2142,14 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -2.991061684419096e-05 - JEC11+: 2.991061684419096e-05 + JEC11-: -2.99106168e-05 + JEC11+: 2.99106168e-05 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -2.991061684419096e-05 - JEC13+: 2.991061684419096e-05 - luminosity_uncertainty: 9.306000000000001e-05 - bin_by_bin_uncertainty: 4.2300000000000005e-05 + JEC13-: -2.99106168e-05 + JEC13+: 2.99106168e-05 + luminosity_uncertainty: 9.30600000e-05 + bin_by_bin_uncertainty: 4.23000000e-05 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -2163,18 +2163,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: 3.0061845453713554e-20 - art_sys_corr_15: 1.0419571241273932e-16 - art_sys_corr_16: -3.0211069335627496e-13 - art_sys_corr_17: -6.732853845903475e-12 - art_sys_corr_18: -7.783363654802536e-09 - art_sys_corr_19: 2.5893769285309416e-07 - art_sys_corr_20: 2.230000519736453e-07 - art_sys_corr_21: 4.176535819886986e-06 - art_sys_corr_22: 2.5347525610394265e-05 - art_sys_corr_23: -6.576956810837044e-07 - art_sys_corr_24: 9.589932840251408e-09 - art_sys_corr_25: 2.5908396716481705e-10 + art_sys_corr_14: 3.00618455e-20 + art_sys_corr_15: 1.04195712e-16 + art_sys_corr_16: -3.02110693e-13 + art_sys_corr_17: -6.73285385e-12 + art_sys_corr_18: -7.78336365e-09 + art_sys_corr_19: 2.58937693e-07 + art_sys_corr_20: 2.23000052e-07 + art_sys_corr_21: 4.17653582e-06 + art_sys_corr_22: 2.53475256e-05 + art_sys_corr_23: -6.57695681e-07 + art_sys_corr_24: 9.58993284e-09 + art_sys_corr_25: 2.59083967e-10 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2204,16 +2204,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -6.8094383028264515e-06 - Unfolding-: 6.8094383028264515e-06 - JEC0-: -2.7237753211305806e-05 - JEC0+: 3.4047191514132265e-05 - JEC1-: -2.7237753211305806e-05 - JEC1+: 3.4047191514132265e-05 - JEC2-: -2.7237753211305806e-05 - JEC2+: 2.7237753211305806e-05 - JEC3-: -6.8094383028264515e-06 - JEC3+: 1.3618876605652903e-05 + Unfolding+: -6.80943830e-06 + Unfolding-: 6.80943830e-06 + JEC0-: -2.72377532e-05 + JEC0+: 3.40471915e-05 + JEC1-: -2.72377532e-05 + JEC1+: 3.40471915e-05 + JEC2-: -2.72377532e-05 + JEC2+: 2.72377532e-05 + JEC3-: -6.80943830e-06 + JEC3+: 1.36188766e-05 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -2228,13 +2228,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -6.8094383028264515e-06 - JEC11+: 6.8094383028264515e-06 + JEC11-: -6.80943830e-06 + JEC11+: 6.80943830e-06 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -6.8094383028264515e-06 - JEC13+: 6.8094383028264515e-06 - luminosity_uncertainty: 2.1186e-05 + JEC13-: -6.80943830e-06 + JEC13+: 6.80943830e-06 + luminosity_uncertainty: 2.11860000e-05 bin_by_bin_uncertainty: 9.63e-06 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -2249,18 +2249,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: -1.6681746937260915e-31 - art_sys_corr_15: -8.798442076070639e-27 - art_sys_corr_16: 5.843623754557649e-22 - art_sys_corr_17: 2.6341889146419646e-18 - art_sys_corr_18: 4.845936975591037e-14 - art_sys_corr_19: -8.827733521681419e-12 - art_sys_corr_20: -5.095791264391762e-10 - art_sys_corr_21: -4.54977174937318e-08 - art_sys_corr_22: -1.6298399605409522e-06 - art_sys_corr_23: -1.0269889445614985e-05 - art_sys_corr_24: 1.7578073121623955e-07 - art_sys_corr_25: 4.828080041931034e-09 + art_sys_corr_14: -1.66817469e-31 + art_sys_corr_15: -8.79844208e-27 + art_sys_corr_16: 5.84362375e-22 + art_sys_corr_17: 2.63418891e-18 + art_sys_corr_18: 4.84593698e-14 + art_sys_corr_19: -8.82773352e-12 + art_sys_corr_20: -5.09579126e-10 + art_sys_corr_21: -4.54977175e-08 + art_sys_corr_22: -1.62983996e-06 + art_sys_corr_23: -1.02698894e-05 + art_sys_corr_24: 1.75780731e-07 + art_sys_corr_25: 4.82808004e-09 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2290,16 +2290,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -1.2515790027001888e-06 - Unfolding-: 1.2515790027001888e-06 - JEC0-: -6.257895013500945e-06 - JEC0+: 7.5094740162011335e-06 - JEC1-: -6.257895013500945e-06 - JEC1+: 7.5094740162011335e-06 - JEC2-: -5.006316010800755e-06 - JEC2+: 7.5094740162011335e-06 - JEC3-: -2.5031580054003777e-06 - JEC3+: 2.5031580054003777e-06 + Unfolding+: -1.25157900e-06 + Unfolding-: 1.25157900e-06 + JEC0-: -6.25789501e-06 + JEC0+: 7.50947402e-06 + JEC1-: -6.25789501e-06 + JEC1+: 7.50947402e-06 + JEC2-: -5.00631601e-06 + JEC2+: 7.50947402e-06 + JEC3-: -2.50315801e-06 + JEC3+: 2.50315801e-06 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -2314,13 +2314,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -1.2515790027001888e-06 - JEC11+: 1.2515790027001888e-06 + JEC11-: -1.25157900e-06 + JEC11+: 1.25157900e-06 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -1.2515790027001888e-06 - JEC13+: 1.2515790027001888e-06 - luminosity_uncertainty: 3.8939999999999995e-06 + JEC13-: -1.25157900e-06 + JEC13+: 1.25157900e-06 + luminosity_uncertainty: 3.89400000e-06 bin_by_bin_uncertainty: 1.77e-06 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -2335,18 +2335,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: 1.2679369948285525e-43 - art_sys_corr_15: 1.0178935953093696e-37 - art_sys_corr_16: -1.5494487695927636e-31 - art_sys_corr_17: -1.4115742269532665e-25 - art_sys_corr_18: -4.1322851955644944e-20 - art_sys_corr_19: 4.1216573259856846e-17 - art_sys_corr_20: 1.5848953211494428e-13 - art_sys_corr_21: 6.590547375150782e-11 - art_sys_corr_22: 1.2191836166271206e-08 - art_sys_corr_23: 5.210678376493169e-07 - art_sys_corr_24: 3.480477451516322e-06 - art_sys_corr_25: 7.082635696728547e-08 + art_sys_corr_14: 1.26793699e-43 + art_sys_corr_15: 1.01789360e-37 + art_sys_corr_16: -1.54944877e-31 + art_sys_corr_17: -1.41157423e-25 + art_sys_corr_18: -4.13228520e-20 + art_sys_corr_19: 4.12165733e-17 + art_sys_corr_20: 1.58489532e-13 + art_sys_corr_21: 6.59054738e-11 + art_sys_corr_22: 1.21918362e-08 + art_sys_corr_23: 5.21067838e-07 + art_sys_corr_24: 3.48047745e-06 + art_sys_corr_25: 7.08263570e-08 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2376,16 +2376,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -1.5556349186104045e-07 - Unfolding-: 1.5556349186104045e-07 - JEC0-: -9.333809511662426e-07 - JEC0+: 1.0889444430272832e-06 - JEC1-: -1.0889444430272832e-06 - JEC1+: 1.2445079348883236e-06 - JEC2-: -9.333809511662426e-07 - JEC2+: 1.0889444430272832e-06 - JEC3-: -3.111269837220809e-07 - JEC3+: 3.111269837220809e-07 + Unfolding+: -1.55563492e-07 + Unfolding-: 1.55563492e-07 + JEC0-: -9.33380951e-07 + JEC0+: 1.08894444e-06 + JEC1-: -1.08894444e-06 + JEC1+: 1.24450793e-06 + JEC2-: -9.33380951e-07 + JEC2+: 1.08894444e-06 + JEC3-: -3.11126984e-07 + JEC3+: 3.11126984e-07 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -2400,13 +2400,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -1.5556349186104045e-07 - JEC11+: 1.5556349186104045e-07 + JEC11-: -1.55563492e-07 + JEC11+: 1.55563492e-07 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -1.5556349186104045e-07 - JEC13+: 1.5556349186104045e-07 - luminosity_uncertainty: 4.839999999999999e-07 + JEC13-: -1.55563492e-07 + JEC13+: 1.55563492e-07 + luminosity_uncertainty: 4.84000000e-07 bin_by_bin_uncertainty: 2.2e-07 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -2421,18 +2421,18 @@ bins: art_sys_corr_11: 0.0 art_sys_corr_12: 0.0 art_sys_corr_13: 0.0 - art_sys_corr_14: 3.546676908535106e-45 - art_sys_corr_15: 2.8472548116807826e-39 - art_sys_corr_16: -4.334122431561943e-33 - art_sys_corr_17: -3.948457967819361e-27 - art_sys_corr_18: -1.155877410413616e-21 - art_sys_corr_19: 1.1528753126289372e-18 - art_sys_corr_20: 4.42410272473965e-15 - art_sys_corr_21: 1.825793771423535e-12 - art_sys_corr_22: 3.243324397944692e-10 - art_sys_corr_23: 1.0158255652425908e-08 - art_sys_corr_24: -1.95552395753516e-07 - art_sys_corr_25: 1.264933186046716e-06 + art_sys_corr_14: 3.54667691e-45 + art_sys_corr_15: 2.84725481e-39 + art_sys_corr_16: -4.33412243e-33 + art_sys_corr_17: -3.94845797e-27 + art_sys_corr_18: -1.15587741e-21 + art_sys_corr_19: 1.15287531e-18 + art_sys_corr_20: 4.42410272e-15 + art_sys_corr_21: 1.82579377e-12 + art_sys_corr_22: 3.24332440e-10 + art_sys_corr_23: 1.01582557e-08 + art_sys_corr_24: -1.95552396e-07 + art_sys_corr_25: 1.26493319e-06 art_sys_corr_26: 0.0 art_sys_corr_27: 0.0 art_sys_corr_28: 0.0 @@ -2462,16 +2462,16 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -5.048742417671949e-08 - Unfolding-: 5.048742417671949e-08 - JEC0-: -1.7670598461851822e-07 - JEC0+: 2.2719340879523772e-07 - JEC1-: -2.2719340879523772e-07 - JEC1+: 3.0292454506031694e-07 - JEC2-: -1.7670598461851822e-07 - JEC2+: 2.2719340879523772e-07 - JEC3-: -5.048742417671949e-08 - JEC3+: 7.573113626507923e-08 + Unfolding+: -5.04874242e-08 + Unfolding-: 5.04874242e-08 + JEC0-: -1.76705985e-07 + JEC0+: 2.27193409e-07 + JEC1-: -2.27193409e-07 + JEC1+: 3.02924545e-07 + JEC2-: -1.76705985e-07 + JEC2+: 2.27193409e-07 + JEC3-: -5.04874242e-08 + JEC3+: 7.57311363e-08 JEC4-: 0.0 JEC4+: 0.0 JEC5-: 0.0 @@ -2486,13 +2486,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -2.5243712088359746e-08 - JEC11+: 2.5243712088359746e-08 + JEC11-: -2.52437121e-08 + JEC11+: 2.52437121e-08 JEC12-: 0.0 JEC12+: 0.0 - JEC13-: -2.5243712088359746e-08 - JEC13+: 2.5243712088359746e-08 - luminosity_uncertainty: 7.854e-08 + JEC13-: -2.52437121e-08 + JEC13+: 2.52437121e-08 + luminosity_uncertainty: 7.85400000e-08 bin_by_bin_uncertainty: 3.57e-08 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -2519,17 +2519,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: 1.3597674229995216 - art_sys_corr_27: -0.025150118870593628 - art_sys_corr_28: 0.00016376888750620707 - art_sys_corr_29: 7.055975475452164e-06 - art_sys_corr_30: 5.916709279132906e-08 - art_sys_corr_31: 1.220291577538518e-09 - art_sys_corr_32: 2.6152849278076865e-11 - art_sys_corr_33: 8.913711229255333e-14 - art_sys_corr_34: -3.928804316242142e-15 - art_sys_corr_35: 5.358317824538315e-17 - art_sys_corr_36: 6.840727685427112e-19 + art_sys_corr_26: 1.35976742e+00 + art_sys_corr_27: -2.51501189e-02 + art_sys_corr_28: 1.63768888e-04 + art_sys_corr_29: 7.05597548e-06 + art_sys_corr_30: 5.91670928e-08 + art_sys_corr_31: 1.22029158e-09 + art_sys_corr_32: 2.61528493e-11 + art_sys_corr_33: 8.91371123e-14 + art_sys_corr_34: -3.92880432e-15 + art_sys_corr_35: 5.35831782e-17 + art_sys_corr_36: 6.84072769e-19 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -2548,18 +2548,18 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.4617407281148155 - Unfolding-: 0.4617407281148155 - JEC0-: -0.923481456229631 - JEC0+: 1.3852221843444463 - JEC1-: -0.4617407281148155 - JEC1+: 0.923481456229631 + Unfolding+: -4.61740728e-01 + Unfolding-: 4.61740728e-01 + JEC0-: -9.23481456e-01 + JEC0+: 1.38522218e+00 + JEC1-: -4.61740728e-01 + JEC1+: 9.23481456e-01 JEC2-: 0.0 JEC2+: 0.0 - JEC3-: -0.923481456229631 - JEC3+: 1.3852221843444463 - JEC4-: -0.4617407281148155 - JEC4+: 0.4617407281148155 + JEC3-: -9.23481456e-01 + JEC3+: 1.38522218e+00 + JEC4-: -4.61740728e-01 + JEC4+: 4.61740728e-01 JEC5-: 0.0 JEC5+: 0.0 JEC6-: 0.0 @@ -2570,15 +2570,15 @@ bins: JEC8+: 0.0 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.4617407281148155 - JEC10+: 0.4617407281148155 - JEC11-: -1.3852221843444463 - JEC11+: 1.3852221843444463 - JEC12-: 0.923481456229631 - JEC12+: -0.4617407281148155 - JEC13-: -0.923481456229631 - JEC13+: 0.923481456229631 - luminosity_uncertainty: 1.4365999999999999 + JEC10-: -4.61740728e-01 + JEC10+: 4.61740728e-01 + JEC11-: -1.38522218e+00 + JEC11+: 1.38522218e+00 + JEC12-: 9.23481456e-01 + JEC12+: -4.61740728e-01 + JEC13-: -9.23481456e-01 + JEC13+: 9.23481456e-01 + luminosity_uncertainty: 1.43660000e+00 bin_by_bin_uncertainty: 0.653 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -2605,17 +2605,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: -0.08092375182692277 - art_sys_corr_27: -0.4222965706335138 - art_sys_corr_28: 0.004113889557448658 - art_sys_corr_29: -0.00016951110843440114 - art_sys_corr_30: 3.482533738223765e-07 - art_sys_corr_31: 1.2905867870820515e-08 - art_sys_corr_32: 6.313575005350646e-10 - art_sys_corr_33: -1.54844398546303e-13 - art_sys_corr_34: -2.7270376265002465e-14 - art_sys_corr_35: 7.29474847927651e-16 - art_sys_corr_36: 7.948810396190035e-18 + art_sys_corr_26: -8.09237518e-02 + art_sys_corr_27: -4.22296571e-01 + art_sys_corr_28: 4.11388956e-03 + art_sys_corr_29: -1.69511108e-04 + art_sys_corr_30: 3.48253374e-07 + art_sys_corr_31: 1.29058679e-08 + art_sys_corr_32: 6.31357501e-10 + art_sys_corr_33: -1.54844399e-13 + art_sys_corr_34: -2.72703763e-14 + art_sys_corr_35: 7.29474848e-16 + art_sys_corr_36: 7.94881040e-18 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -2634,18 +2634,18 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.0848528137423857 - Unfolding-: 0.0848528137423857 - JEC0-: -0.2545584412271571 - JEC0+: 0.2545584412271571 - JEC1-: -0.1697056274847714 - JEC1+: 0.1697056274847714 + Unfolding+: -8.48528137e-02 + Unfolding-: 8.48528137e-02 + JEC0-: -2.54558441e-01 + JEC0+: 2.54558441e-01 + JEC1-: -1.69705627e-01 + JEC1+: 1.69705627e-01 JEC2-: 0.0 - JEC2+: 0.0848528137423857 - JEC3-: -0.1697056274847714 - JEC3+: 0.1697056274847714 - JEC4-: -0.0848528137423857 - JEC4+: 0.0848528137423857 + JEC2+: 8.48528137e-02 + JEC3-: -1.69705627e-01 + JEC3+: 1.69705627e-01 + JEC4-: -8.48528137e-02 + JEC4+: 8.48528137e-02 JEC5-: 0.0 JEC5+: 0.0 JEC6-: 0.0 @@ -2656,14 +2656,14 @@ bins: JEC8+: 0.0 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.0848528137423857 - JEC10+: 0.0848528137423857 - JEC11-: -0.1697056274847714 - JEC11+: 0.2545584412271571 - JEC12-: 0.0848528137423857 - JEC12+: -0.0848528137423857 - JEC13-: -0.1697056274847714 - JEC13+: 0.1697056274847714 + JEC10-: -8.48528137e-02 + JEC10+: 8.48528137e-02 + JEC11-: -1.69705627e-01 + JEC11+: 2.54558441e-01 + JEC12-: 8.48528137e-02 + JEC12+: -8.48528137e-02 + JEC13-: -1.69705627e-01 + JEC13+: 1.69705627e-01 luminosity_uncertainty: 0.264 bin_by_bin_uncertainty: 0.12 - art_sys_corr_1: 0.0 @@ -2691,17 +2691,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: 0.0012676148942968287 - art_sys_corr_27: 0.019369537938859503 - art_sys_corr_28: 0.08983987813822665 - art_sys_corr_29: -0.004001301359992997 - art_sys_corr_30: -6.003611954456415e-06 - art_sys_corr_31: 8.071091598266935e-08 - art_sys_corr_32: 7.63489025308001e-09 - art_sys_corr_33: -3.0811440795829193e-11 - art_sys_corr_34: 2.33599885076614e-13 - art_sys_corr_35: 3.4237658109031392e-15 - art_sys_corr_36: 1.939889570228849e-17 + art_sys_corr_26: 1.26761489e-03 + art_sys_corr_27: 1.93695379e-02 + art_sys_corr_28: 8.98398781e-02 + art_sys_corr_29: -4.00130136e-03 + art_sys_corr_30: -6.00361195e-06 + art_sys_corr_31: 8.07109160e-08 + art_sys_corr_32: 7.63489025e-09 + art_sys_corr_33: -3.08114408e-11 + art_sys_corr_34: 2.33599885e-13 + art_sys_corr_35: 3.42376581e-15 + art_sys_corr_36: 1.93988957e-17 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -2720,18 +2720,18 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.019657568516986017 - Unfolding-: 0.019657568516986017 - JEC0-: -0.05897270555095805 - JEC0+: 0.05897270555095805 - JEC1-: -0.039315137033972034 - JEC1+: 0.039315137033972034 - JEC2-: -0.019657568516986017 - JEC2+: 0.019657568516986017 - JEC3-: -0.039315137033972034 - JEC3+: 0.039315137033972034 - JEC4-: -0.019657568516986017 - JEC4+: 0.019657568516986017 + Unfolding+: -1.96575685e-02 + Unfolding-: 1.96575685e-02 + JEC0-: -5.89727056e-02 + JEC0+: 5.89727056e-02 + JEC1-: -3.93151370e-02 + JEC1+: 3.93151370e-02 + JEC2-: -1.96575685e-02 + JEC2+: 1.96575685e-02 + JEC3-: -3.93151370e-02 + JEC3+: 3.93151370e-02 + JEC4-: -1.96575685e-02 + JEC4+: 1.96575685e-02 JEC5-: 0.0 JEC5+: 0.0 JEC6-: 0.0 @@ -2743,14 +2743,14 @@ bins: JEC9-: 0.0 JEC9+: 0.0 JEC10-: 0.0 - JEC10+: 0.019657568516986017 - JEC11-: -0.039315137033972034 - JEC11+: 0.039315137033972034 - JEC12-: 0.019657568516986017 - JEC12+: -0.019657568516986017 - JEC13-: -0.019657568516986017 - JEC13+: 0.039315137033972034 - luminosity_uncertainty: 0.06115999999999999 + JEC10+: 1.96575685e-02 + JEC11-: -3.93151370e-02 + JEC11+: 3.93151370e-02 + JEC12-: 1.96575685e-02 + JEC12+: -1.96575685e-02 + JEC13-: -1.96575685e-02 + JEC13+: 3.93151370e-02 + luminosity_uncertainty: 6.11600000e-02 bin_by_bin_uncertainty: 0.0278 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -2777,17 +2777,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: 0.0004305744301529749 - art_sys_corr_27: -0.0001482774379630384 - art_sys_corr_28: -0.00849627373231654 - art_sys_corr_29: -0.04235366367504021 - art_sys_corr_30: -0.0001145516509691476 - art_sys_corr_31: -1.8297018137705708e-06 - art_sys_corr_32: 8.241345057945658e-09 - art_sys_corr_33: -2.412015570289935e-10 - art_sys_corr_34: 7.256475626213516e-12 - art_sys_corr_35: -5.2542536055338164e-14 - art_sys_corr_36: -8.498331233851022e-16 + art_sys_corr_26: 4.30574430e-04 + art_sys_corr_27: -1.48277438e-04 + art_sys_corr_28: -8.49627373e-03 + art_sys_corr_29: -4.23536637e-02 + art_sys_corr_30: -1.14551651e-04 + art_sys_corr_31: -1.82970181e-06 + art_sys_corr_32: 8.24134506e-09 + art_sys_corr_33: -2.41201557e-10 + art_sys_corr_34: 7.25647563e-12 + art_sys_corr_35: -5.25425361e-14 + art_sys_corr_36: -8.49833123e-16 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -2806,18 +2806,18 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.0049780317395532936 - Unfolding-: 0.0049780317395532936 - JEC0-: -0.014934095218659882 - JEC0+: 0.019912126958213174 - JEC1-: -0.009956063479106587 - JEC1+: 0.014934095218659882 - JEC2-: -0.0049780317395532936 - JEC2+: 0.009956063479106587 - JEC3-: -0.009956063479106587 - JEC3+: 0.009956063479106587 - JEC4-: -0.0049780317395532936 - JEC4+: 0.009956063479106587 + Unfolding+: -4.97803174e-03 + Unfolding-: 4.97803174e-03 + JEC0-: -1.49340952e-02 + JEC0+: 1.99121270e-02 + JEC1-: -9.95606348e-03 + JEC1+: 1.49340952e-02 + JEC2-: -4.97803174e-03 + JEC2+: 9.95606348e-03 + JEC3-: -9.95606348e-03 + JEC3+: 9.95606348e-03 + JEC4-: -4.97803174e-03 + JEC4+: 9.95606348e-03 JEC5-: 0.0 JEC5+: 0.0 JEC6-: 0.0 @@ -2830,14 +2830,14 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.0049780317395532936 - JEC11+: 0.009956063479106587 - JEC12-: 0.0049780317395532936 - JEC12+: -0.0049780317395532936 - JEC13-: -0.0049780317395532936 - JEC13+: 0.009956063479106587 - luminosity_uncertainty: 0.015487999999999998 - bin_by_bin_uncertainty: 0.007039999999999999 + JEC11-: -4.97803174e-03 + JEC11+: 9.95606348e-03 + JEC12-: 4.97803174e-03 + JEC12+: -4.97803174e-03 + JEC13-: -4.97803174e-03 + JEC13+: 9.95606348e-03 + luminosity_uncertainty: 1.54880000e-02 + bin_by_bin_uncertainty: 7.04000000e-03 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -2863,17 +2863,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: -1.8152375161969116e-06 - art_sys_corr_27: -9.650408912805792e-05 - art_sys_corr_28: 0.0001707654638714188 - art_sys_corr_29: 0.0018987377835554646 - art_sys_corr_30: -0.002568027196692942 - art_sys_corr_31: -3.939891064569696e-05 - art_sys_corr_32: -1.3016152742493228e-06 - art_sys_corr_33: -4.997280410019647e-09 - art_sys_corr_34: 1.5746000119121405e-10 - art_sys_corr_35: -2.482171488161765e-12 - art_sys_corr_36: -3.023844963895957e-14 + art_sys_corr_26: -1.81523752e-06 + art_sys_corr_27: -9.65040891e-05 + art_sys_corr_28: 1.70765464e-04 + art_sys_corr_29: 1.89873778e-03 + art_sys_corr_30: -2.56802720e-03 + art_sys_corr_31: -3.93989106e-05 + art_sys_corr_32: -1.30161527e-06 + art_sys_corr_33: -4.99728041e-09 + art_sys_corr_34: 1.57460001e-10 + art_sys_corr_35: -2.48217149e-12 + art_sys_corr_36: -3.02384496e-14 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -2892,18 +2892,18 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.0010748023074035522 - Unfolding-: 0.0010748023074035522 - JEC0-: -0.0032244069222106563 - JEC0+: 0.004299209229614209 - JEC1-: -0.0032244069222106563 - JEC1+: 0.0032244069222106563 - JEC2-: -0.0021496046148071044 - JEC2+: 0.0021496046148071044 - JEC3-: -0.0010748023074035522 - JEC3+: 0.0021496046148071044 - JEC4-: -0.0010748023074035522 - JEC4+: 0.0021496046148071044 + Unfolding+: -1.07480231e-03 + Unfolding-: 1.07480231e-03 + JEC0-: -3.22440692e-03 + JEC0+: 4.29920923e-03 + JEC1-: -3.22440692e-03 + JEC1+: 3.22440692e-03 + JEC2-: -2.14960461e-03 + JEC2+: 2.14960461e-03 + JEC3-: -1.07480231e-03 + JEC3+: 2.14960461e-03 + JEC4-: -1.07480231e-03 + JEC4+: 2.14960461e-03 JEC5-: 0.0 JEC5+: 0.0 JEC6-: 0.0 @@ -2916,13 +2916,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.0010748023074035522 - JEC11+: 0.0010748023074035522 - JEC12-: 0.0010748023074035522 - JEC12+: -0.0010748023074035522 - JEC13-: -0.0010748023074035522 - JEC13+: 0.0010748023074035522 - luminosity_uncertainty: 0.0033439999999999998 + JEC11-: -1.07480231e-03 + JEC11+: 1.07480231e-03 + JEC12-: 1.07480231e-03 + JEC12+: -1.07480231e-03 + JEC13-: -1.07480231e-03 + JEC13+: 1.07480231e-03 + luminosity_uncertainty: 3.34400000e-03 bin_by_bin_uncertainty: 0.00152 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -2949,17 +2949,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: 1.3035707691516008e-09 - art_sys_corr_27: 2.1804236518574963e-07 - art_sys_corr_28: 2.2504483131201715e-05 - art_sys_corr_29: 2.578219190062847e-06 - art_sys_corr_30: 0.00014173233050114887 - art_sys_corr_31: -0.0007153689559843767 - art_sys_corr_32: -2.3367746997405946e-05 - art_sys_corr_33: 7.200744763500813e-08 - art_sys_corr_34: 6.009822930735813e-10 - art_sys_corr_35: -1.984461219112236e-11 - art_sys_corr_36: -2.1379278368451692e-13 + art_sys_corr_26: 1.30357077e-09 + art_sys_corr_27: 2.18042365e-07 + art_sys_corr_28: 2.25044831e-05 + art_sys_corr_29: 2.57821919e-06 + art_sys_corr_30: 1.41732331e-04 + art_sys_corr_31: -7.15368956e-04 + art_sys_corr_32: -2.33677470e-05 + art_sys_corr_33: 7.20074476e-08 + art_sys_corr_34: 6.00982293e-10 + art_sys_corr_35: -1.98446122e-11 + art_sys_corr_36: -2.13792784e-13 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -2978,18 +2978,18 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.000260922402257836 - Unfolding-: 0.000260922402257836 - JEC0-: -0.0007827672067735081 - JEC0+: 0.001043689609031344 - JEC1-: -0.0007827672067735081 - JEC1+: 0.0007827672067735081 - JEC2-: -0.000521844804515672 - JEC2+: 0.0007827672067735081 - JEC3-: -0.000260922402257836 - JEC3+: 0.000521844804515672 - JEC4-: -0.000260922402257836 - JEC4+: 0.000521844804515672 + Unfolding+: -2.60922402e-04 + Unfolding-: 2.60922402e-04 + JEC0-: -7.82767207e-04 + JEC0+: 1.04368961e-03 + JEC1-: -7.82767207e-04 + JEC1+: 7.82767207e-04 + JEC2-: -5.21844805e-04 + JEC2+: 7.82767207e-04 + JEC3-: -2.60922402e-04 + JEC3+: 5.21844805e-04 + JEC4-: -2.60922402e-04 + JEC4+: 5.21844805e-04 JEC5-: 0.0 JEC5+: 0.0 JEC6-: 0.0 @@ -3002,13 +3002,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -0.000260922402257836 - JEC11+: 0.000260922402257836 - JEC12-: 0.000260922402257836 - JEC12+: -0.000260922402257836 - JEC13-: -0.000260922402257836 - JEC13+: 0.000260922402257836 - luminosity_uncertainty: 0.0008118 + JEC11-: -2.60922402e-04 + JEC11+: 2.60922402e-04 + JEC12-: 2.60922402e-04 + JEC12+: -2.60922402e-04 + JEC13-: -2.60922402e-04 + JEC13+: 2.60922402e-04 + luminosity_uncertainty: 8.11800000e-04 bin_by_bin_uncertainty: 0.000369 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -3035,17 +3035,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: 9.384972633256311e-11 - art_sys_corr_27: -3.2360644050584395e-10 - art_sys_corr_28: -4.215070409083641e-07 - art_sys_corr_29: -9.465079909042807e-06 - art_sys_corr_30: 6.776537089402876e-08 - art_sys_corr_31: 5.456915291270401e-05 - art_sys_corr_32: -0.0003070407361585702 - art_sys_corr_33: 1.5567296506459057e-06 - art_sys_corr_34: -2.200585165413786e-08 - art_sys_corr_35: -3.764331851168573e-11 - art_sys_corr_36: 7.816709803893995e-13 + art_sys_corr_26: 9.38497263e-11 + art_sys_corr_27: -3.23606441e-10 + art_sys_corr_28: -4.21507041e-07 + art_sys_corr_29: -9.46507991e-06 + art_sys_corr_30: 6.77653709e-08 + art_sys_corr_31: 5.45691529e-05 + art_sys_corr_32: -3.07040736e-04 + art_sys_corr_33: 1.55672965e-06 + art_sys_corr_34: -2.20058517e-08 + art_sys_corr_35: -3.76433185e-11 + art_sys_corr_36: 7.81670980e-13 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -3064,18 +3064,18 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -6.420529573173851e-05 - Unfolding-: 6.420529573173851e-05 - JEC0-: -0.00025682118292695403 - JEC0+: 0.00032102647865869257 - JEC1-: -0.00019261588719521553 - JEC1+: 0.00025682118292695403 - JEC2-: -0.00019261588719521553 - JEC2+: 0.00019261588719521553 - JEC3-: -6.420529573173851e-05 - JEC3+: 0.00012841059146347702 - JEC4-: -0.00012841059146347702 - JEC4+: 0.00012841059146347702 + Unfolding+: -6.42052957e-05 + Unfolding-: 6.42052957e-05 + JEC0-: -2.56821183e-04 + JEC0+: 3.21026479e-04 + JEC1-: -1.92615887e-04 + JEC1+: 2.56821183e-04 + JEC2-: -1.92615887e-04 + JEC2+: 1.92615887e-04 + JEC3-: -6.42052957e-05 + JEC3+: 1.28410591e-04 + JEC4-: -1.28410591e-04 + JEC4+: 1.28410591e-04 JEC5-: 0.0 JEC5+: 0.0 JEC6-: 0.0 @@ -3088,13 +3088,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -6.420529573173851e-05 - JEC11+: 6.420529573173851e-05 - JEC12-: 6.420529573173851e-05 - JEC12+: -6.420529573173851e-05 - JEC13-: -6.420529573173851e-05 - JEC13+: 6.420529573173851e-05 - luminosity_uncertainty: 0.00019975999999999997 + JEC11-: -6.42052957e-05 + JEC11+: 6.42052957e-05 + JEC12-: 6.42052957e-05 + JEC12+: -6.42052957e-05 + JEC13-: -6.42052957e-05 + JEC13+: 6.42052957e-05 + luminosity_uncertainty: 1.99760000e-04 bin_by_bin_uncertainty: 9.08e-05 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -3121,17 +3121,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: -3.811725326145654e-12 - art_sys_corr_27: 1.2264191874787951e-11 - art_sys_corr_28: 1.7143601523030348e-08 - art_sys_corr_29: 3.859634815930389e-07 - art_sys_corr_30: -6.528157592500818e-07 - art_sys_corr_31: -9.530265257314601e-07 - art_sys_corr_32: 1.3513357942581419e-05 - art_sys_corr_33: 3.5491343484663004e-05 - art_sys_corr_34: -5.195889640726204e-07 - art_sys_corr_35: 5.690808403024914e-09 - art_sys_corr_36: 7.63056008621777e-11 + art_sys_corr_26: -3.81172533e-12 + art_sys_corr_27: 1.22641919e-11 + art_sys_corr_28: 1.71436015e-08 + art_sys_corr_29: 3.85963482e-07 + art_sys_corr_30: -6.52815759e-07 + art_sys_corr_31: -9.53026526e-07 + art_sys_corr_32: 1.35133579e-05 + art_sys_corr_33: 3.54913435e-05 + art_sys_corr_34: -5.19588964e-07 + art_sys_corr_35: 5.69080840e-09 + art_sys_corr_36: 7.63056009e-11 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -3150,18 +3150,18 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -1.3010764773832474e-05 - Unfolding-: 1.3010764773832474e-05 - JEC0-: -5.20430590953299e-05 - JEC0+: 6.505382386916237e-05 - JEC1-: -5.20430590953299e-05 - JEC1+: 6.505382386916237e-05 - JEC2-: -3.903229432149742e-05 - JEC2+: 5.20430590953299e-05 - JEC3-: -2.602152954766495e-05 - JEC3+: 2.602152954766495e-05 - JEC4-: -2.602152954766495e-05 - JEC4+: 2.602152954766495e-05 + Unfolding+: -1.30107648e-05 + Unfolding-: 1.30107648e-05 + JEC0-: -5.20430591e-05 + JEC0+: 6.50538239e-05 + JEC1-: -5.20430591e-05 + JEC1+: 6.50538239e-05 + JEC2-: -3.90322943e-05 + JEC2+: 5.20430591e-05 + JEC3-: -2.60215295e-05 + JEC3+: 2.60215295e-05 + JEC4-: -2.60215295e-05 + JEC4+: 2.60215295e-05 JEC5-: 0.0 JEC5+: 0.0 JEC6-: 0.0 @@ -3174,13 +3174,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -1.3010764773832474e-05 - JEC11+: 1.3010764773832474e-05 - JEC12-: 1.3010764773832474e-05 - JEC12+: -1.3010764773832474e-05 - JEC13-: -1.3010764773832474e-05 - JEC13+: 1.3010764773832474e-05 - luminosity_uncertainty: 4.048e-05 + JEC11-: -1.30107648e-05 + JEC11+: 1.30107648e-05 + JEC12-: 1.30107648e-05 + JEC12+: -1.30107648e-05 + JEC13-: -1.30107648e-05 + JEC13+: 1.30107648e-05 + luminosity_uncertainty: 4.04800000e-05 bin_by_bin_uncertainty: 1.84e-05 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -3207,17 +3207,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: 5.499213563938332e-20 - art_sys_corr_27: 9.49614616809309e-17 - art_sys_corr_28: 2.1529037481628618e-13 - art_sys_corr_29: 9.893375766895021e-14 - art_sys_corr_30: 1.6759275255576075e-09 - art_sys_corr_31: -1.0814836496612949e-07 - art_sys_corr_32: -2.7341123442213226e-08 - art_sys_corr_33: -1.7508825514843412e-06 - art_sys_corr_34: -1.055481029331948e-05 - art_sys_corr_35: 8.911596119909416e-08 - art_sys_corr_36: 1.376152348455383e-09 + art_sys_corr_26: 5.49921356e-20 + art_sys_corr_27: 9.49614617e-17 + art_sys_corr_28: 2.15290375e-13 + art_sys_corr_29: 9.89337577e-14 + art_sys_corr_30: 1.67592753e-09 + art_sys_corr_31: -1.08148365e-07 + art_sys_corr_32: -2.73411234e-08 + art_sys_corr_33: -1.75088255e-06 + art_sys_corr_34: -1.05548103e-05 + art_sys_corr_35: 8.91159612e-08 + art_sys_corr_36: 1.37615235e-09 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -3236,18 +3236,18 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -1.760695885154503e-06 - Unfolding-: 1.760695885154503e-06 - JEC0-: -8.803479425772516e-06 - JEC0+: 1.0564175310927017e-05 - JEC1-: -8.803479425772516e-06 - JEC1+: 1.0564175310927017e-05 - JEC2-: -7.042783540618012e-06 - JEC2+: 8.803479425772516e-06 - JEC3-: -3.521391770309006e-06 - JEC3+: 3.521391770309006e-06 - JEC4-: -3.521391770309006e-06 - JEC4+: 5.282087655463509e-06 + Unfolding+: -1.76069589e-06 + Unfolding-: 1.76069589e-06 + JEC0-: -8.80347943e-06 + JEC0+: 1.05641753e-05 + JEC1-: -8.80347943e-06 + JEC1+: 1.05641753e-05 + JEC2-: -7.04278354e-06 + JEC2+: 8.80347943e-06 + JEC3-: -3.52139177e-06 + JEC3+: 3.52139177e-06 + JEC4-: -3.52139177e-06 + JEC4+: 5.28208766e-06 JEC5-: 0.0 JEC5+: 0.0 JEC6-: 0.0 @@ -3260,13 +3260,13 @@ bins: JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -1.760695885154503e-06 - JEC11+: 1.760695885154503e-06 - JEC12-: 1.760695885154503e-06 - JEC12+: -1.760695885154503e-06 - JEC13-: -1.760695885154503e-06 - JEC13+: 1.760695885154503e-06 - luminosity_uncertainty: 5.477999999999999e-06 + JEC11-: -1.76069589e-06 + JEC11+: 1.76069589e-06 + JEC12-: 1.76069589e-06 + JEC12+: -1.76069589e-06 + JEC13-: -1.76069589e-06 + JEC13+: 1.76069589e-06 + luminosity_uncertainty: 5.47800000e-06 bin_by_bin_uncertainty: 2.49e-06 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -3293,17 +3293,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: 4.646576771310047e-22 - art_sys_corr_27: -1.657132011714148e-20 - art_sys_corr_28: -4.745295472044206e-16 - art_sys_corr_29: -4.7949707321238375e-14 - art_sys_corr_30: 2.023347027773248e-13 - art_sys_corr_31: 9.689528511672388e-10 - art_sys_corr_32: -2.9704513574368135e-08 - art_sys_corr_33: -1.5754230926183746e-08 - art_sys_corr_34: 3.242980597833108e-07 - art_sys_corr_35: 2.9116914362738486e-06 - art_sys_corr_36: 2.5539294467079245e-08 + art_sys_corr_26: 4.64657677e-22 + art_sys_corr_27: -1.65713201e-20 + art_sys_corr_28: -4.74529547e-16 + art_sys_corr_29: -4.79497073e-14 + art_sys_corr_30: 2.02334703e-13 + art_sys_corr_31: 9.68952851e-10 + art_sys_corr_32: -2.97045136e-08 + art_sys_corr_33: -1.57542309e-08 + art_sys_corr_34: 3.24298060e-07 + art_sys_corr_35: 2.91169144e-06 + art_sys_corr_36: 2.55392945e-08 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -3322,37 +3322,37 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -3.1536962440920014e-07 - Unfolding-: 3.1536962440920014e-07 - JEC0-: -1.1037936854322007e-06 - JEC0+: 1.2614784976368006e-06 - JEC1-: -1.1037936854322007e-06 - JEC1+: 1.4191633098414007e-06 - JEC2-: -9.461088732276004e-07 - JEC2+: 1.2614784976368006e-06 - JEC3-: -3.1536962440920014e-07 - JEC3+: 4.730544366138002e-07 - JEC4-: -4.730544366138002e-07 - JEC4+: 6.307392488184003e-07 + Unfolding+: -3.15369624e-07 + Unfolding-: 3.15369624e-07 + JEC0-: -1.10379369e-06 + JEC0+: 1.26147850e-06 + JEC1-: -1.10379369e-06 + JEC1+: 1.41916331e-06 + JEC2-: -9.46108873e-07 + JEC2+: 1.26147850e-06 + JEC3-: -3.15369624e-07 + JEC3+: 4.73054437e-07 + JEC4-: -4.73054437e-07 + JEC4+: 6.30739249e-07 JEC5-: 0.0 - JEC5+: 1.5768481220460007e-07 + JEC5+: 1.57684812e-07 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 JEC8-: 0.0 - JEC8+: 1.5768481220460007e-07 + JEC8+: 1.57684812e-07 JEC9-: 0.0 JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -1.5768481220460007e-07 - JEC11+: 1.5768481220460007e-07 - JEC12-: 1.5768481220460007e-07 - JEC12+: -1.5768481220460007e-07 - JEC13-: -1.5768481220460007e-07 - JEC13+: 1.5768481220460007e-07 - luminosity_uncertainty: 4.906e-07 + JEC11-: -1.57684812e-07 + JEC11+: 1.57684812e-07 + JEC12-: 1.57684812e-07 + JEC12+: -1.57684812e-07 + JEC13-: -1.57684812e-07 + JEC13+: 1.57684812e-07 + luminosity_uncertainty: 4.90600000e-07 bin_by_bin_uncertainty: 2.23e-07 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -3379,17 +3379,17 @@ bins: art_sys_corr_23: 0.0 art_sys_corr_24: 0.0 art_sys_corr_25: 0.0 - art_sys_corr_26: -2.6735019473255957e-33 - art_sys_corr_27: -4.666255049513099e-29 - art_sys_corr_28: -2.3120462731647514e-24 - art_sys_corr_29: 1.5737562059483888e-24 - art_sys_corr_30: -2.2301118134646933e-17 - art_sys_corr_31: 1.8015753896816188e-14 - art_sys_corr_32: 1.0086168213868702e-13 - art_sys_corr_33: 1.2509412827280492e-10 - art_sys_corr_34: 7.671422021485436e-09 - art_sys_corr_35: -9.095493886463093e-08 - art_sys_corr_36: 8.189287714641294e-07 + art_sys_corr_26: -2.67350195e-33 + art_sys_corr_27: -4.66625505e-29 + art_sys_corr_28: -2.31204627e-24 + art_sys_corr_29: 1.57375621e-24 + art_sys_corr_30: -2.23011181e-17 + art_sys_corr_31: 1.80157539e-14 + art_sys_corr_32: 1.00861682e-13 + art_sys_corr_33: 1.25094128e-10 + art_sys_corr_34: 7.67142202e-09 + art_sys_corr_35: -9.09549389e-08 + art_sys_corr_36: 8.18928771e-07 art_sys_corr_37: 0.0 art_sys_corr_38: 0.0 art_sys_corr_39: 0.0 @@ -3408,37 +3408,37 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -3.20319371877506e-08 - Unfolding-: 3.20319371877506e-08 - JEC0-: -9.60958115632518e-08 - JEC0+: 1.1745043635508554e-07 - JEC1-: -1.0677312395916867e-07 - JEC1+: 1.3880506114691926e-07 - JEC2-: -8.541849916733493e-08 - JEC2+: 1.1745043635508554e-07 - JEC3-: -3.20319371877506e-08 - JEC3+: 4.2709249583667467e-08 - JEC4-: -3.20319371877506e-08 - JEC4+: 4.2709249583667467e-08 + Unfolding+: -3.20319372e-08 + Unfolding-: 3.20319372e-08 + JEC0-: -9.60958116e-08 + JEC0+: 1.17450436e-07 + JEC1-: -1.06773124e-07 + JEC1+: 1.38805061e-07 + JEC2-: -8.54184992e-08 + JEC2+: 1.17450436e-07 + JEC3-: -3.20319372e-08 + JEC3+: 4.27092496e-08 + JEC4-: -3.20319372e-08 + JEC4+: 4.27092496e-08 JEC5-: 0.0 - JEC5+: 1.0677312395916867e-08 + JEC5+: 1.06773124e-08 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 - JEC8-: -1.0677312395916867e-08 - JEC8+: 1.0677312395916867e-08 + JEC8-: -1.06773124e-08 + JEC8+: 1.06773124e-08 JEC9-: 0.0 JEC9+: 0.0 JEC10-: 0.0 JEC10+: 0.0 - JEC11-: -1.0677312395916867e-08 - JEC11+: 1.0677312395916867e-08 - JEC12-: 1.0677312395916867e-08 - JEC12+: -1.0677312395916867e-08 - JEC13-: -1.0677312395916867e-08 - JEC13+: 2.1354624791833733e-08 - luminosity_uncertainty: 3.3219999999999996e-08 + JEC11-: -1.06773124e-08 + JEC11+: 1.06773124e-08 + JEC12-: 1.06773124e-08 + JEC12+: -1.06773124e-08 + JEC13-: -1.06773124e-08 + JEC13+: 2.13546248e-08 + luminosity_uncertainty: 3.32200000e-08 bin_by_bin_uncertainty: 1.51e-08 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -3476,16 +3476,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: -1.0095079928718615 - art_sys_corr_38: -0.03152012515914968 - art_sys_corr_39: -0.0003064099182875667 - art_sys_corr_40: -1.226003053095267e-05 - art_sys_corr_41: 6.562357475398784e-07 - art_sys_corr_42: 2.1256681507208403e-09 - art_sys_corr_43: 7.450698381242201e-12 - art_sys_corr_44: 4.923045800411268e-13 - art_sys_corr_45: -5.5064098059690686e-15 - art_sys_corr_46: 3.015663258727703e-18 + art_sys_corr_37: -1.00950799e+00 + art_sys_corr_38: -3.15201252e-02 + art_sys_corr_39: -3.06409918e-04 + art_sys_corr_40: -1.22600305e-05 + art_sys_corr_41: 6.56235748e-07 + art_sys_corr_42: 2.12566815e-09 + art_sys_corr_43: 7.45069838e-12 + art_sys_corr_44: 4.92304580e-13 + art_sys_corr_45: -5.50640981e-15 + art_sys_corr_46: 3.01566326e-18 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -3494,38 +3494,38 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.29839906166072305 - Unfolding-: 0.29839906166072305 - JEC0-: -0.8951971849821692 - JEC0+: 0.8951971849821692 - JEC1-: -0.29839906166072305 - JEC1+: 0.5967981233214461 + Unfolding+: -2.98399062e-01 + Unfolding-: 2.98399062e-01 + JEC0-: -8.95197185e-01 + JEC0+: 8.95197185e-01 + JEC1-: -2.98399062e-01 + JEC1+: 5.96798123e-01 JEC2-: 0.0 JEC2+: 0.0 - JEC3-: -0.8951971849821692 - JEC3+: 0.8951971849821692 - JEC4-: -0.8951971849821692 - JEC4+: 1.1935962466428922 - JEC5-: -0.29839906166072305 - JEC5+: 0.29839906166072305 + JEC3-: -8.95197185e-01 + JEC3+: 8.95197185e-01 + JEC4-: -8.95197185e-01 + JEC4+: 1.19359625e+00 + JEC5-: -2.98399062e-01 + JEC5+: 2.98399062e-01 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 JEC8-: 0.0 JEC8+: 0.0 - JEC9-: -0.29839906166072305 - JEC9+: 0.29839906166072305 - JEC10-: -0.29839906166072305 - JEC10+: 0.29839906166072305 - JEC11-: -0.8951971849821692 - JEC11+: 1.1935962466428922 - JEC12-: 0.5967981233214461 - JEC12+: -0.5967981233214461 - JEC13-: -0.5967981233214461 - JEC13+: 0.8951971849821692 + JEC9-: -2.98399062e-01 + JEC9+: 2.98399062e-01 + JEC10-: -2.98399062e-01 + JEC10+: 2.98399062e-01 + JEC11-: -8.95197185e-01 + JEC11+: 1.19359625e+00 + JEC12-: 5.96798123e-01 + JEC12+: -5.96798123e-01 + JEC13-: -5.96798123e-01 + JEC13+: 8.95197185e-01 luminosity_uncertainty: 0.9284 - bin_by_bin_uncertainty: 0.42200000000000004 + bin_by_bin_uncertainty: 4.22000000e-01 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -3562,16 +3562,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: 0.07858014360158382 - art_sys_corr_38: -0.4043726969114713 - art_sys_corr_39: -0.007201724804421275 - art_sys_corr_40: 0.00013481013151383668 - art_sys_corr_41: 3.188560178475707e-06 - art_sys_corr_42: 2.225055846488311e-08 - art_sys_corr_43: 3.8463721904143633e-10 - art_sys_corr_44: -7.261907983201024e-12 - art_sys_corr_45: 5.470737353217021e-14 - art_sys_corr_46: 3.575762018415134e-17 + art_sys_corr_37: 7.85801436e-02 + art_sys_corr_38: -4.04372697e-01 + art_sys_corr_39: -7.20172480e-03 + art_sys_corr_40: 1.34810132e-04 + art_sys_corr_41: 3.18856018e-06 + art_sys_corr_42: 2.22505585e-08 + art_sys_corr_43: 3.84637219e-10 + art_sys_corr_44: -7.26190798e-12 + art_sys_corr_45: 5.47073735e-14 + art_sys_corr_46: 3.57576202e-17 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -3580,37 +3580,37 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.06088189386016173 - Unfolding-: 0.06088189386016173 - JEC0-: -0.1826456815804852 - JEC0+: 0.1826456815804852 - JEC1-: -0.12176378772032347 - JEC1+: 0.12176378772032347 + Unfolding+: -6.08818939e-02 + Unfolding-: 6.08818939e-02 + JEC0-: -1.82645682e-01 + JEC0+: 1.82645682e-01 + JEC1-: -1.21763788e-01 + JEC1+: 1.21763788e-01 JEC2-: 0.0 JEC2+: 0.0 - JEC3-: -0.12176378772032347 - JEC3+: 0.1826456815804852 - JEC4-: -0.1826456815804852 - JEC4+: 0.24352757544064693 - JEC5-: -0.06088189386016173 - JEC5+: 0.06088189386016173 + JEC3-: -1.21763788e-01 + JEC3+: 1.82645682e-01 + JEC4-: -1.82645682e-01 + JEC4+: 2.43527575e-01 + JEC5-: -6.08818939e-02 + JEC5+: 6.08818939e-02 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 JEC8-: 0.0 JEC8+: 0.0 - JEC9-: -0.06088189386016173 - JEC9+: 0.06088189386016173 - JEC10-: -0.06088189386016173 - JEC10+: 0.06088189386016173 - JEC11-: -0.1826456815804852 - JEC11+: 0.1826456815804852 - JEC12-: 0.12176378772032347 - JEC12+: -0.12176378772032347 - JEC13-: -0.12176378772032347 - JEC13+: 0.1826456815804852 - luminosity_uncertainty: 0.18941999999999998 + JEC9-: -6.08818939e-02 + JEC9+: 6.08818939e-02 + JEC10-: -6.08818939e-02 + JEC10+: 6.08818939e-02 + JEC11-: -1.82645682e-01 + JEC11+: 1.82645682e-01 + JEC12-: 1.21763788e-01 + JEC12+: -1.21763788e-01 + JEC13-: -1.21763788e-01 + JEC13+: 1.82645682e-01 + luminosity_uncertainty: 1.89420000e-01 bin_by_bin_uncertainty: 0.0861 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -3648,16 +3648,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: -0.0019864159946638535 - art_sys_corr_38: 0.02227563711892811 - art_sys_corr_39: -0.13107556398791717 - art_sys_corr_40: 0.002836154823031631 - art_sys_corr_41: -5.379127934058908e-05 - art_sys_corr_42: 9.715637969303481e-08 - art_sys_corr_43: 4.186401897653655e-09 - art_sys_corr_44: -1.7399128001342222e-10 - art_sys_corr_45: 1.580618535697948e-12 - art_sys_corr_46: 3.025815788984281e-17 + art_sys_corr_37: -1.98641599e-03 + art_sys_corr_38: 2.22756371e-02 + art_sys_corr_39: -1.31075564e-01 + art_sys_corr_40: 2.83615482e-03 + art_sys_corr_41: -5.37912793e-05 + art_sys_corr_42: 9.71563797e-08 + art_sys_corr_43: 4.18640190e-09 + art_sys_corr_44: -1.73991280e-10 + art_sys_corr_45: 1.58061854e-12 + art_sys_corr_46: 3.02581579e-17 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -3666,20 +3666,20 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.014354267658086912 - Unfolding-: 0.014354267658086912 - JEC0-: -0.04306280297426074 - JEC0+: 0.05741707063234765 - JEC1-: -0.028708535316173824 - JEC1+: 0.028708535316173824 - JEC2-: -0.014354267658086912 - JEC2+: 0.014354267658086912 - JEC3-: -0.028708535316173824 - JEC3+: 0.04306280297426074 - JEC4-: -0.05741707063234765 - JEC4+: 0.05741707063234765 - JEC5-: -0.014354267658086912 - JEC5+: 0.014354267658086912 + Unfolding+: -1.43542677e-02 + Unfolding-: 1.43542677e-02 + JEC0-: -4.30628030e-02 + JEC0+: 5.74170706e-02 + JEC1-: -2.87085353e-02 + JEC1+: 2.87085353e-02 + JEC2-: -1.43542677e-02 + JEC2+: 1.43542677e-02 + JEC3-: -2.87085353e-02 + JEC3+: 4.30628030e-02 + JEC4-: -5.74170706e-02 + JEC4+: 5.74170706e-02 + JEC5-: -1.43542677e-02 + JEC5+: 1.43542677e-02 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 @@ -3688,15 +3688,15 @@ bins: JEC8+: 0.0 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.014354267658086912 - JEC10+: 0.014354267658086912 - JEC11-: -0.028708535316173824 - JEC11+: 0.04306280297426074 - JEC12-: 0.028708535316173824 - JEC12+: -0.014354267658086912 - JEC13-: -0.028708535316173824 - JEC13+: 0.028708535316173824 - luminosity_uncertainty: 0.04465999999999999 + JEC10-: -1.43542677e-02 + JEC10+: 1.43542677e-02 + JEC11-: -2.87085353e-02 + JEC11+: 4.30628030e-02 + JEC12-: 2.87085353e-02 + JEC12+: -1.43542677e-02 + JEC13-: -2.87085353e-02 + JEC13+: 2.87085353e-02 + luminosity_uncertainty: 4.46600000e-02 bin_by_bin_uncertainty: 0.0203 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -3734,16 +3734,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: -0.000419316918691428 - art_sys_corr_38: -0.0002283048771798035 - art_sys_corr_39: 0.009016883461738106 - art_sys_corr_40: 0.041315214233474694 - art_sys_corr_41: -0.0009005176412474981 - art_sys_corr_42: -1.9134362849543695e-06 - art_sys_corr_43: 2.8988572284648636e-08 - art_sys_corr_44: -1.7601044723245421e-09 - art_sys_corr_45: 1.670345463435858e-11 - art_sys_corr_46: -1.723217302048876e-15 + art_sys_corr_37: -4.19316919e-04 + art_sys_corr_38: -2.28304877e-04 + art_sys_corr_39: 9.01688346e-03 + art_sys_corr_40: 4.13152142e-02 + art_sys_corr_41: -9.00517641e-04 + art_sys_corr_42: -1.91343628e-06 + art_sys_corr_43: 2.89885723e-08 + art_sys_corr_44: -1.76010447e-09 + art_sys_corr_45: 1.67034546e-11 + art_sys_corr_46: -1.72321730e-15 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -3752,38 +3752,38 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.003988082245892127 - Unfolding-: 0.003988082245892127 - JEC0-: -0.011964246737676381 - JEC0+: 0.01595232898356851 - JEC1-: -0.007976164491784255 - JEC1+: 0.011964246737676381 - JEC2-: -0.003988082245892127 - JEC2+: 0.003988082245892127 - JEC3-: -0.007976164491784255 - JEC3+: 0.007976164491784255 - JEC4-: -0.01595232898356851 - JEC4+: 0.01994041122946064 - JEC5-: -0.003988082245892127 - JEC5+: 0.003988082245892127 + Unfolding+: -3.98808225e-03 + Unfolding-: 3.98808225e-03 + JEC0-: -1.19642467e-02 + JEC0+: 1.59523290e-02 + JEC1-: -7.97616449e-03 + JEC1+: 1.19642467e-02 + JEC2-: -3.98808225e-03 + JEC2+: 3.98808225e-03 + JEC3-: -7.97616449e-03 + JEC3+: 7.97616449e-03 + JEC4-: -1.59523290e-02 + JEC4+: 1.99404112e-02 + JEC5-: -3.98808225e-03 + JEC5+: 3.98808225e-03 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 JEC8-: 0.0 - JEC8+: 0.003988082245892127 + JEC8+: 3.98808225e-03 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.003988082245892127 - JEC10+: 0.003988082245892127 - JEC11-: -0.007976164491784255 - JEC11+: 0.007976164491784255 - JEC12-: 0.003988082245892127 - JEC12+: -0.003988082245892127 - JEC13-: -0.007976164491784255 - JEC13+: 0.007976164491784255 - luminosity_uncertainty: 0.012407999999999999 - bin_by_bin_uncertainty: 0.005639999999999999 + JEC10-: -3.98808225e-03 + JEC10+: 3.98808225e-03 + JEC11-: -7.97616449e-03 + JEC11+: 7.97616449e-03 + JEC12-: 3.98808225e-03 + JEC12+: -3.98808225e-03 + JEC13-: -7.97616449e-03 + JEC13+: 7.97616449e-03 + luminosity_uncertainty: 1.24080000e-02 + bin_by_bin_uncertainty: 5.64000000e-03 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -3820,16 +3820,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: 4.837546164226517e-06 - art_sys_corr_38: -0.00015355927960660832 - art_sys_corr_39: -7.389870732770806e-05 - art_sys_corr_40: -0.0024902006677788844 - art_sys_corr_41: -0.014993591416374871 - art_sys_corr_42: -4.529861414840312e-05 - art_sys_corr_43: -4.851823816220591e-07 - art_sys_corr_44: -2.6293667091471776e-09 - art_sys_corr_45: 5.331622484105533e-11 - art_sys_corr_46: -8.974446107423516e-14 + art_sys_corr_37: 4.83754616e-06 + art_sys_corr_38: -1.53559280e-04 + art_sys_corr_39: -7.38987073e-05 + art_sys_corr_40: -2.49020067e-03 + art_sys_corr_41: -1.49935914e-02 + art_sys_corr_42: -4.52986141e-05 + art_sys_corr_43: -4.85182382e-07 + art_sys_corr_44: -2.62936671e-09 + art_sys_corr_45: 5.33162248e-11 + art_sys_corr_46: -8.97444611e-14 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -3838,38 +3838,38 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.0007212489168102784 + Unfolding+: -7.21248917e-04 Unfolding-: 0.0 - JEC0-: -0.002163746750430835 - JEC0+: 0.0028849956672411135 - JEC1-: -0.002163746750430835 - JEC1+: 0.002163746750430835 - JEC2-: -0.0014424978336205567 - JEC2+: 0.0014424978336205567 - JEC3-: -0.0014424978336205567 - JEC3+: 0.0014424978336205567 - JEC4-: -0.0028849956672411135 - JEC4+: 0.003606244584051392 - JEC5-: -0.0007212489168102784 - JEC5+: 0.0007212489168102784 + JEC0-: -2.16374675e-03 + JEC0+: 2.88499567e-03 + JEC1-: -2.16374675e-03 + JEC1+: 2.16374675e-03 + JEC2-: -1.44249783e-03 + JEC2+: 1.44249783e-03 + JEC3-: -1.44249783e-03 + JEC3+: 1.44249783e-03 + JEC4-: -2.88499567e-03 + JEC4+: 3.60624458e-03 + JEC5-: -7.21248917e-04 + JEC5+: 7.21248917e-04 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 JEC8-: 0.0 - JEC8+: 0.0007212489168102784 + JEC8+: 7.21248917e-04 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.0007212489168102784 - JEC10+: 0.0007212489168102784 - JEC11-: -0.0014424978336205567 - JEC11+: 0.0014424978336205567 - JEC12-: 0.0007212489168102784 - JEC12+: -0.0007212489168102784 - JEC13-: -0.0014424978336205567 - JEC13+: 0.0014424978336205567 + JEC10-: -7.21248917e-04 + JEC10+: 7.21248917e-04 + JEC11-: -1.44249783e-03 + JEC11+: 1.44249783e-03 + JEC12-: 7.21248917e-04 + JEC12+: -7.21248917e-04 + JEC13-: -1.44249783e-03 + JEC13+: 1.44249783e-03 luminosity_uncertainty: 0.002244 - bin_by_bin_uncertainty: 0.0010199999999999999 + bin_by_bin_uncertainty: 1.02000000e-03 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -3906,16 +3906,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: -6.703025815318743e-09 - art_sys_corr_38: 4.569822473970742e-07 - art_sys_corr_39: -2.48581254367985e-05 - art_sys_corr_40: 3.194380659843682e-05 - art_sys_corr_41: 0.0006316732139944936 - art_sys_corr_42: -0.00107782474620669 - art_sys_corr_43: -1.2004515783366208e-05 - art_sys_corr_44: 3.4164426475088903e-07 - art_sys_corr_45: -2.9016024084600562e-09 - art_sys_corr_46: -6.277787890901935e-13 + art_sys_corr_37: -6.70302582e-09 + art_sys_corr_38: 4.56982247e-07 + art_sys_corr_39: -2.48581254e-05 + art_sys_corr_40: 3.19438066e-05 + art_sys_corr_41: 6.31673214e-04 + art_sys_corr_42: -1.07782475e-03 + art_sys_corr_43: -1.20045158e-05 + art_sys_corr_44: 3.41644265e-07 + art_sys_corr_45: -2.90160241e-09 + art_sys_corr_46: -6.27778789e-13 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -3924,37 +3924,37 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -0.00019869700551341984 - Unfolding-: 0.00019869700551341984 - JEC0-: -0.0007947880220536794 - JEC0+: 0.0009934850275670993 - JEC1-: -0.0005960910165402595 - JEC1+: 0.0007947880220536794 - JEC2-: -0.0003973940110268397 - JEC2+: 0.0005960910165402595 - JEC3-: -0.0003973940110268397 - JEC3+: 0.0003973940110268397 - JEC4-: -0.0009934850275670993 - JEC4+: 0.001192182033080519 - JEC5-: -0.00019869700551341984 - JEC5+: 0.0003973940110268397 + Unfolding+: -1.98697006e-04 + Unfolding-: 1.98697006e-04 + JEC0-: -7.94788022e-04 + JEC0+: 9.93485028e-04 + JEC1-: -5.96091017e-04 + JEC1+: 7.94788022e-04 + JEC2-: -3.97394011e-04 + JEC2+: 5.96091017e-04 + JEC3-: -3.97394011e-04 + JEC3+: 3.97394011e-04 + JEC4-: -9.93485028e-04 + JEC4+: 1.19218203e-03 + JEC5-: -1.98697006e-04 + JEC5+: 3.97394011e-04 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 - JEC8-: -0.00019869700551341984 - JEC8+: 0.00019869700551341984 + JEC8-: -1.98697006e-04 + JEC8+: 1.98697006e-04 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.00019869700551341984 - JEC10+: 0.00019869700551341984 - JEC11-: -0.0003973940110268397 - JEC11+: 0.0003973940110268397 - JEC12-: 0.00019869700551341984 - JEC12+: -0.00019869700551341984 - JEC13-: -0.0003973940110268397 - JEC13+: 0.0003973940110268397 - luminosity_uncertainty: 0.0006182 + JEC10-: -1.98697006e-04 + JEC10+: 1.98697006e-04 + JEC11-: -3.97394011e-04 + JEC11+: 3.97394011e-04 + JEC12-: 1.98697006e-04 + JEC12+: -1.98697006e-04 + JEC13-: -3.97394011e-04 + JEC13+: 3.97394011e-04 + luminosity_uncertainty: 6.18200000e-04 bin_by_bin_uncertainty: 0.000281 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -3992,16 +3992,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: -1.354561409444438e-10 - art_sys_corr_38: -4.584077087901352e-10 - art_sys_corr_39: 1.7256380957477435e-07 - art_sys_corr_40: 7.949544467649932e-06 - art_sys_corr_41: -1.4659028725137124e-06 - art_sys_corr_42: 5.065479178233545e-05 - art_sys_corr_43: -0.0002557941230747957 - art_sys_corr_44: 7.686377954062736e-06 - art_sys_corr_45: -6.600651423688411e-08 - art_sys_corr_46: -1.3985021840277807e-11 + art_sys_corr_37: -1.35456141e-10 + art_sys_corr_38: -4.58407709e-10 + art_sys_corr_39: 1.72563810e-07 + art_sys_corr_40: 7.94954447e-06 + art_sys_corr_41: -1.46590287e-06 + art_sys_corr_42: 5.06547918e-05 + art_sys_corr_43: -2.55794123e-04 + art_sys_corr_44: 7.68637795e-06 + art_sys_corr_45: -6.60065142e-08 + art_sys_corr_46: -1.39850218e-11 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -4010,37 +4010,37 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -4.454772721475249e-05 - Unfolding-: 4.454772721475249e-05 - JEC0-: -0.00017819090885900997 - JEC0+: 0.00022273863607376248 - JEC1-: -0.00017819090885900997 - JEC1+: 0.00017819090885900997 - JEC2-: -0.00013364318164425746 - JEC2+: 0.00013364318164425746 - JEC3-: -8.909545442950498e-05 - JEC3+: 8.909545442950498e-05 - JEC4-: -0.00026728636328851493 - JEC4+: 0.00031183409050326746 - JEC5-: -8.909545442950498e-05 - JEC5+: 8.909545442950498e-05 + Unfolding+: -4.45477272e-05 + Unfolding-: 4.45477272e-05 + JEC0-: -1.78190909e-04 + JEC0+: 2.22738636e-04 + JEC1-: -1.78190909e-04 + JEC1+: 1.78190909e-04 + JEC2-: -1.33643182e-04 + JEC2+: 1.33643182e-04 + JEC3-: -8.90954544e-05 + JEC3+: 8.90954544e-05 + JEC4-: -2.67286363e-04 + JEC4+: 3.11834091e-04 + JEC5-: -8.90954544e-05 + JEC5+: 8.90954544e-05 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 - JEC8-: -4.454772721475249e-05 - JEC8+: 4.454772721475249e-05 + JEC8-: -4.45477272e-05 + JEC8+: 4.45477272e-05 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -4.454772721475249e-05 - JEC10+: 4.454772721475249e-05 - JEC11-: -4.454772721475249e-05 - JEC11+: 8.909545442950498e-05 - JEC12-: 4.454772721475249e-05 - JEC12+: -4.454772721475249e-05 - JEC13-: -8.909545442950498e-05 - JEC13+: 8.909545442950498e-05 - luminosity_uncertainty: 0.00013859999999999998 + JEC10-: -4.45477272e-05 + JEC10+: 4.45477272e-05 + JEC11-: -4.45477272e-05 + JEC11+: 8.90954544e-05 + JEC12-: 4.45477272e-05 + JEC12+: -4.45477272e-05 + JEC13-: -8.90954544e-05 + JEC13+: 8.90954544e-05 + luminosity_uncertainty: 1.38600000e-04 bin_by_bin_uncertainty: 6.3e-05 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -4078,16 +4078,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: 1.592219869318845e-13 - art_sys_corr_38: -3.140675648408447e-11 - art_sys_corr_39: -1.4206934855802007e-10 - art_sys_corr_40: -4.886337877296146e-08 - art_sys_corr_41: -2.242460283513493e-06 - art_sys_corr_42: -1.9397826516064673e-07 - art_sys_corr_43: 1.7987379017133792e-05 - art_sys_corr_44: 0.00010950384324052521 - art_sys_corr_45: -1.1374832392118323e-06 - art_sys_corr_46: 4.3306389453408957e-10 + art_sys_corr_37: 1.59221987e-13 + art_sys_corr_38: -3.14067565e-11 + art_sys_corr_39: -1.42069349e-10 + art_sys_corr_40: -4.88633788e-08 + art_sys_corr_41: -2.24246028e-06 + art_sys_corr_42: -1.93978265e-07 + art_sys_corr_43: 1.79873790e-05 + art_sys_corr_44: 1.09503843e-04 + art_sys_corr_45: -1.13748324e-06 + art_sys_corr_46: 4.33063895e-10 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -4096,37 +4096,37 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -9.192388155425117e-06 - Unfolding-: 9.192388155425117e-06 - JEC0-: -4.5961940777125584e-05 - JEC0+: 5.51543289325507e-05 - JEC1-: -3.676955262170047e-05 - JEC1+: 4.5961940777125584e-05 - JEC2-: -2.757716446627535e-05 - JEC2+: 3.676955262170047e-05 - JEC3-: -1.8384776310850234e-05 - JEC3+: 1.8384776310850234e-05 - JEC4-: -6.434671708797581e-05 - JEC4+: 8.273149339882605e-05 - JEC5-: -1.8384776310850234e-05 - JEC5+: 1.8384776310850234e-05 + Unfolding+: -9.19238816e-06 + Unfolding-: 9.19238816e-06 + JEC0-: -4.59619408e-05 + JEC0+: 5.51543289e-05 + JEC1-: -3.67695526e-05 + JEC1+: 4.59619408e-05 + JEC2-: -2.75771645e-05 + JEC2+: 3.67695526e-05 + JEC3-: -1.83847763e-05 + JEC3+: 1.83847763e-05 + JEC4-: -6.43467171e-05 + JEC4+: 8.27314934e-05 + JEC5-: -1.83847763e-05 + JEC5+: 1.83847763e-05 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 - JEC8-: -9.192388155425117e-06 - JEC8+: 9.192388155425117e-06 + JEC8-: -9.19238816e-06 + JEC8+: 9.19238816e-06 JEC9-: 0.0 JEC9+: 0.0 JEC10-: 0.0 - JEC10+: 9.192388155425117e-06 - JEC11-: -9.192388155425117e-06 - JEC11+: 1.8384776310850234e-05 - JEC12-: 9.192388155425117e-06 - JEC12+: -9.192388155425117e-06 - JEC13-: -1.8384776310850234e-05 - JEC13+: 1.8384776310850234e-05 - luminosity_uncertainty: 2.8599999999999997e-05 + JEC10+: 9.19238816e-06 + JEC11-: -9.19238816e-06 + JEC11+: 1.83847763e-05 + JEC12-: 9.19238816e-06 + JEC12+: -9.19238816e-06 + JEC13-: -1.83847763e-05 + JEC13+: 1.83847763e-05 + luminosity_uncertainty: 2.86000000e-05 bin_by_bin_uncertainty: 1.3e-05 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -4164,16 +4164,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: -6.974404718763795e-23 - art_sys_corr_38: 8.548095748443568e-20 - art_sys_corr_39: 3.6851064147155046e-18 - art_sys_corr_40: 1.2749653812443049e-14 - art_sys_corr_41: 4.4558147413159325e-12 - art_sys_corr_42: 7.474522652587157e-11 - art_sys_corr_43: -1.2415732153674756e-07 - art_sys_corr_44: -4.377621243998222e-06 - art_sys_corr_45: -2.85662516638381e-05 - art_sys_corr_46: 1.6824870436789872e-08 + art_sys_corr_37: -6.97440472e-23 + art_sys_corr_38: 8.54809575e-20 + art_sys_corr_39: 3.68510641e-18 + art_sys_corr_40: 1.27496538e-14 + art_sys_corr_41: 4.45581474e-12 + art_sys_corr_42: 7.47452265e-11 + art_sys_corr_43: -1.24157322e-07 + art_sys_corr_44: -4.37762124e-06 + art_sys_corr_45: -2.85662517e-05 + art_sys_corr_46: 1.68248704e-08 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -4182,36 +4182,36 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -9.54594154601839e-07 - Unfolding-: 9.54594154601839e-07 - JEC0-: -5.727564927611035e-06 - JEC0+: 7.636753236814712e-06 - JEC1-: -4.772970773009196e-06 - JEC1+: 6.6821590822128735e-06 - JEC2-: -4.772970773009196e-06 - JEC2+: 5.727564927611035e-06 - JEC3-: -1.909188309203678e-06 - JEC3+: 2.8637824638055173e-06 - JEC4-: -8.591347391416553e-06 - JEC4+: 1.145512985522207e-05 - JEC5-: -1.909188309203678e-06 - JEC5+: 2.8637824638055173e-06 + Unfolding+: -9.54594155e-07 + Unfolding-: 9.54594155e-07 + JEC0-: -5.72756493e-06 + JEC0+: 7.63675324e-06 + JEC1-: -4.77297077e-06 + JEC1+: 6.68215908e-06 + JEC2-: -4.77297077e-06 + JEC2+: 5.72756493e-06 + JEC3-: -1.90918831e-06 + JEC3+: 2.86378246e-06 + JEC4-: -8.59134739e-06 + JEC4+: 1.14551299e-05 + JEC5-: -1.90918831e-06 + JEC5+: 2.86378246e-06 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 - JEC8-: -9.54594154601839e-07 - JEC8+: 9.54594154601839e-07 + JEC8-: -9.54594155e-07 + JEC8+: 9.54594155e-07 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -9.54594154601839e-07 - JEC10+: 9.54594154601839e-07 - JEC11-: -1.909188309203678e-06 - JEC11+: 1.909188309203678e-06 - JEC12-: 9.54594154601839e-07 - JEC12+: -9.54594154601839e-07 - JEC13-: -1.909188309203678e-06 - JEC13+: 1.909188309203678e-06 + JEC10-: -9.54594155e-07 + JEC10+: 9.54594155e-07 + JEC11-: -1.90918831e-06 + JEC11+: 1.90918831e-06 + JEC12-: 9.54594155e-07 + JEC12+: -9.54594155e-07 + JEC13-: -1.90918831e-06 + JEC13+: 1.90918831e-06 luminosity_uncertainty: 2.97e-06 bin_by_bin_uncertainty: 1.35e-06 - art_sys_corr_1: 0.0 @@ -4250,16 +4250,16 @@ bins: art_sys_corr_34: 0.0 art_sys_corr_35: 0.0 art_sys_corr_36: 0.0 - art_sys_corr_37: -3.651454484937044e-22 - art_sys_corr_38: -8.133815714015329e-21 - art_sys_corr_39: 2.755450624502594e-17 - art_sys_corr_40: 1.2710946882956788e-14 - art_sys_corr_41: -4.129088141892278e-14 - art_sys_corr_42: 1.1976400983410842e-10 - art_sys_corr_43: -1.0068504650924663e-08 - art_sys_corr_44: 2.8559094137510745e-08 - art_sys_corr_45: 5.216787278994869e-07 - art_sys_corr_46: 9.222441617434576e-07 + art_sys_corr_37: -3.65145448e-22 + art_sys_corr_38: -8.13381571e-21 + art_sys_corr_39: 2.75545062e-17 + art_sys_corr_40: 1.27109469e-14 + art_sys_corr_41: -4.12908814e-14 + art_sys_corr_42: 1.19764010e-10 + art_sys_corr_43: -1.00685047e-08 + art_sys_corr_44: 2.85590941e-08 + art_sys_corr_45: 5.21678728e-07 + art_sys_corr_46: 9.22244162e-07 art_sys_corr_47: 0.0 art_sys_corr_48: 0.0 art_sys_corr_49: 0.0 @@ -4268,38 +4268,38 @@ bins: art_sys_corr_52: 0.0 art_sys_corr_53: 0.0 art_sys_corr_54: 0.0 - Unfolding+: -6.335676759431465e-08 - Unfolding-: 6.335676759431465e-08 - JEC0-: -3.167838379715733e-07 - JEC0+: 4.751757569573599e-07 - JEC1-: -3.167838379715733e-07 - JEC1+: 4.751757569573599e-07 - JEC2-: -2.534270703772586e-07 - JEC2+: 4.118189893630453e-07 - JEC3-: -9.503515139147198e-08 - JEC3+: 1.5839191898578666e-07 - JEC4-: -4.751757569573599e-07 - JEC4+: 7.286028273346187e-07 - JEC5-: -1.267135351886293e-07 - JEC5+: 1.9007030278294396e-07 + Unfolding+: -6.33567676e-08 + Unfolding-: 6.33567676e-08 + JEC0-: -3.16783838e-07 + JEC0+: 4.75175757e-07 + JEC1-: -3.16783838e-07 + JEC1+: 4.75175757e-07 + JEC2-: -2.53427070e-07 + JEC2+: 4.11818989e-07 + JEC3-: -9.50351514e-08 + JEC3+: 1.58391919e-07 + JEC4-: -4.75175757e-07 + JEC4+: 7.28602827e-07 + JEC5-: -1.26713535e-07 + JEC5+: 1.90070303e-07 JEC6-: 0.0 JEC6+: 0.0 JEC7-: 0.0 JEC7+: 0.0 - JEC8-: -6.335676759431465e-08 - JEC8+: 6.335676759431465e-08 + JEC8-: -6.33567676e-08 + JEC8+: 6.33567676e-08 JEC9-: 0.0 - JEC9+: 3.1678383797157325e-08 - JEC10-: -3.1678383797157325e-08 - JEC10+: 3.1678383797157325e-08 - JEC11-: -6.335676759431465e-08 - JEC11+: 9.503515139147198e-08 - JEC12-: 6.335676759431465e-08 - JEC12+: -3.1678383797157325e-08 - JEC13-: -6.335676759431465e-08 - JEC13+: 9.503515139147198e-08 - luminosity_uncertainty: 9.856e-08 - bin_by_bin_uncertainty: 4.4800000000000004e-08 + JEC9+: 3.16783838e-08 + JEC10-: -3.16783838e-08 + JEC10+: 3.16783838e-08 + JEC11-: -6.33567676e-08 + JEC11+: 9.50351514e-08 + JEC12-: 6.33567676e-08 + JEC12+: -3.16783838e-08 + JEC13-: -6.33567676e-08 + JEC13+: 9.50351514e-08 + luminosity_uncertainty: 9.85600000e-08 + bin_by_bin_uncertainty: 4.48000000e-08 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -4346,46 +4346,46 @@ bins: art_sys_corr_44: 0.0 art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 - art_sys_corr_47: -0.29176597323930176 - art_sys_corr_48: -0.01168780021179109 - art_sys_corr_49: -0.00011036671730121153 - art_sys_corr_50: 2.2604209446804476e-06 - art_sys_corr_51: -1.0252571933032281e-07 - art_sys_corr_52: -2.1667168676171078e-09 - art_sys_corr_53: 5.637788839004554e-12 - art_sys_corr_54: 8.449524560640165e-15 - Unfolding+: -0.03521391770309006 - Unfolding-: 0.03521391770309006 - JEC0-: -0.1056417531092702 - JEC0+: 0.14085567081236025 - JEC1-: -0.07042783540618013 - JEC1+: 0.07042783540618013 + art_sys_corr_47: -2.91765973e-01 + art_sys_corr_48: -1.16878002e-02 + art_sys_corr_49: -1.10366717e-04 + art_sys_corr_50: 2.26042094e-06 + art_sys_corr_51: -1.02525719e-07 + art_sys_corr_52: -2.16671687e-09 + art_sys_corr_53: 5.63778884e-12 + art_sys_corr_54: 8.44952456e-15 + Unfolding+: -3.52139177e-02 + Unfolding-: 3.52139177e-02 + JEC0-: -1.05641753e-01 + JEC0+: 1.40855671e-01 + JEC1-: -7.04278354e-02 + JEC1+: 7.04278354e-02 JEC2-: 0.0 JEC2+: 0.0 - JEC3-: -0.1056417531092702 - JEC3+: 0.14085567081236025 - JEC4-: -0.3521391770309007 - JEC4+: 0.4225670124370808 - JEC5-: -0.03521391770309006 - JEC5+: 0.07042783540618013 - JEC6-: -0.03521391770309006 - JEC6+: 0.03521391770309006 - JEC7-: -0.03521391770309006 - JEC7+: 0.03521391770309006 - JEC8-: -0.03521391770309006 - JEC8+: 0.03521391770309006 + JEC3-: -1.05641753e-01 + JEC3+: 1.40855671e-01 + JEC4-: -3.52139177e-01 + JEC4+: 4.22567012e-01 + JEC5-: -3.52139177e-02 + JEC5+: 7.04278354e-02 + JEC6-: -3.52139177e-02 + JEC6+: 3.52139177e-02 + JEC7-: -3.52139177e-02 + JEC7+: 3.52139177e-02 + JEC8-: -3.52139177e-02 + JEC8+: 3.52139177e-02 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.07042783540618013 - JEC10+: 0.07042783540618013 - JEC11-: -0.14085567081236025 - JEC11+: 0.17606958851545035 - JEC12-: -0.1056417531092702 - JEC12+: 0.1056417531092702 - JEC13-: -0.1056417531092702 - JEC13+: 0.1056417531092702 + JEC10-: -7.04278354e-02 + JEC10+: 7.04278354e-02 + JEC11-: -1.40855671e-01 + JEC11+: 1.76069589e-01 + JEC12-: -1.05641753e-01 + JEC12+: 1.05641753e-01 + JEC13-: -1.05641753e-01 + JEC13+: 1.05641753e-01 luminosity_uncertainty: 0.10956 - bin_by_bin_uncertainty: 0.049800000000000004 + bin_by_bin_uncertainty: 4.98000000e-02 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -4432,45 +4432,45 @@ bins: art_sys_corr_44: 0.0 art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 - art_sys_corr_47: 0.027000825819081996 - art_sys_corr_48: -0.12612620808984432 - art_sys_corr_49: -0.0020331170168259726 - art_sys_corr_50: -3.837911403666686e-05 - art_sys_corr_51: -4.517525236726067e-07 - art_sys_corr_52: -1.7766004576149448e-08 - art_sys_corr_53: 2.1255213506697604e-10 - art_sys_corr_54: -1.6336906827834636e-13 - Unfolding+: -0.00834386001800126 - Unfolding-: 0.00834386001800126 - JEC0-: -0.02503158005400378 - JEC0+: 0.03337544007200504 - JEC1-: -0.01668772003600252 - JEC1+: 0.01668772003600252 + art_sys_corr_47: 2.70008258e-02 + art_sys_corr_48: -1.26126208e-01 + art_sys_corr_49: -2.03311702e-03 + art_sys_corr_50: -3.83791140e-05 + art_sys_corr_51: -4.51752524e-07 + art_sys_corr_52: -1.77660046e-08 + art_sys_corr_53: 2.12552135e-10 + art_sys_corr_54: -1.63369068e-13 + Unfolding+: -8.34386002e-03 + Unfolding-: 8.34386002e-03 + JEC0-: -2.50315801e-02 + JEC0+: 3.33754401e-02 + JEC1-: -1.66877200e-02 + JEC1+: 1.66877200e-02 JEC2-: 0.0 JEC2+: 0.0 - JEC3-: -0.02503158005400378 - JEC3+: 0.02503158005400378 - JEC4-: -0.09178246019801387 - JEC4+: 0.10847018023401638 - JEC5-: -0.00834386001800126 - JEC5+: 0.01668772003600252 - JEC6-: -0.00834386001800126 - JEC6+: 0.00834386001800126 - JEC7-: -0.00834386001800126 - JEC7+: 0.00834386001800126 - JEC8-: -0.00834386001800126 - JEC8+: 0.00834386001800126 + JEC3-: -2.50315801e-02 + JEC3+: 2.50315801e-02 + JEC4-: -9.17824602e-02 + JEC4+: 1.08470180e-01 + JEC5-: -8.34386002e-03 + JEC5+: 1.66877200e-02 + JEC6-: -8.34386002e-03 + JEC6+: 8.34386002e-03 + JEC7-: -8.34386002e-03 + JEC7+: 8.34386002e-03 + JEC8-: -8.34386002e-03 + JEC8+: 8.34386002e-03 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.01668772003600252 - JEC10+: 0.01668772003600252 - JEC11-: -0.02503158005400378 - JEC11+: 0.03337544007200504 - JEC12-: -0.02503158005400378 - JEC12+: 0.02503158005400378 - JEC13-: -0.01668772003600252 - JEC13+: 0.02503158005400378 - luminosity_uncertainty: 0.025959999999999997 + JEC10-: -1.66877200e-02 + JEC10+: 1.66877200e-02 + JEC11-: -2.50315801e-02 + JEC11+: 3.33754401e-02 + JEC12-: -2.50315801e-02 + JEC12+: 2.50315801e-02 + JEC13-: -1.66877200e-02 + JEC13+: 2.50315801e-02 + luminosity_uncertainty: 2.59600000e-02 bin_by_bin_uncertainty: 0.0118 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -4518,45 +4518,45 @@ bins: art_sys_corr_44: 0.0 art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 - art_sys_corr_47: -0.0006403334072291461 - art_sys_corr_48: 0.007179554663917997 - art_sys_corr_49: -0.03587513579521116 - art_sys_corr_50: -0.000760604299766679 - art_sys_corr_51: 8.984377572802174e-06 - art_sys_corr_52: -1.0338523831080766e-07 - art_sys_corr_53: 2.6845656852739036e-09 - art_sys_corr_54: -4.118936024200661e-12 - Unfolding+: -0.0021496046148071044 - Unfolding-: 0.0021496046148071044 - JEC0-: -0.008598418459228417 - JEC0+: 0.008598418459228417 - JEC1-: -0.004299209229614209 - JEC1+: 0.006448813844421313 - JEC2-: -0.0021496046148071044 - JEC2+: 0.0021496046148071044 - JEC3-: -0.006448813844421313 - JEC3+: 0.006448813844421313 - JEC4-: -0.02364565076287815 - JEC4+: 0.027944859992492355 - JEC5-: -0.004299209229614209 - JEC5+: 0.004299209229614209 - JEC6-: -0.0021496046148071044 - JEC6+: 0.0021496046148071044 - JEC7-: -0.0021496046148071044 - JEC7+: 0.0021496046148071044 - JEC8-: -0.0021496046148071044 - JEC8+: 0.0021496046148071044 + art_sys_corr_47: -6.40333407e-04 + art_sys_corr_48: 7.17955466e-03 + art_sys_corr_49: -3.58751358e-02 + art_sys_corr_50: -7.60604300e-04 + art_sys_corr_51: 8.98437757e-06 + art_sys_corr_52: -1.03385238e-07 + art_sys_corr_53: 2.68456569e-09 + art_sys_corr_54: -4.11893602e-12 + Unfolding+: -2.14960461e-03 + Unfolding-: 2.14960461e-03 + JEC0-: -8.59841846e-03 + JEC0+: 8.59841846e-03 + JEC1-: -4.29920923e-03 + JEC1+: 6.44881384e-03 + JEC2-: -2.14960461e-03 + JEC2+: 2.14960461e-03 + JEC3-: -6.44881384e-03 + JEC3+: 6.44881384e-03 + JEC4-: -2.36456508e-02 + JEC4+: 2.79448600e-02 + JEC5-: -4.29920923e-03 + JEC5+: 4.29920923e-03 + JEC6-: -2.14960461e-03 + JEC6+: 2.14960461e-03 + JEC7-: -2.14960461e-03 + JEC7+: 2.14960461e-03 + JEC8-: -2.14960461e-03 + JEC8+: 2.14960461e-03 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.0021496046148071044 - JEC10+: 0.004299209229614209 - JEC11-: -0.006448813844421313 - JEC11+: 0.008598418459228417 - JEC12-: -0.004299209229614209 - JEC12+: 0.006448813844421313 - JEC13-: -0.004299209229614209 - JEC13+: 0.006448813844421313 - luminosity_uncertainty: 0.0066879999999999995 + JEC10-: -2.14960461e-03 + JEC10+: 4.29920923e-03 + JEC11-: -6.44881384e-03 + JEC11+: 8.59841846e-03 + JEC12-: -4.29920923e-03 + JEC12+: 6.44881384e-03 + JEC13-: -4.29920923e-03 + JEC13+: 6.44881384e-03 + luminosity_uncertainty: 6.68800000e-03 bin_by_bin_uncertainty: 0.00304 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -4604,46 +4604,46 @@ bins: art_sys_corr_44: 0.0 art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 - art_sys_corr_47: -0.00011068783346724152 - art_sys_corr_48: -6.077938000012649e-05 - art_sys_corr_49: 0.0025065052611326923 - art_sys_corr_50: -0.010914171700818558 - art_sys_corr_51: 0.00014944979306615733 - art_sys_corr_52: 2.508082458317439e-06 - art_sys_corr_53: 1.814717207686112e-08 - art_sys_corr_54: -4.0557270086996654e-11 - Unfolding+: -0.0004433559518039653 - Unfolding-: 0.0004433559518039653 - JEC0-: -0.001773423807215861 - JEC0+: 0.0022167797590198265 - JEC1-: -0.001330067855411896 - JEC1+: 0.001773423807215861 - JEC2-: -0.0004433559518039653 - JEC2+: 0.0008867119036079305 - JEC3-: -0.001330067855411896 - JEC3+: 0.001330067855411896 - JEC4-: -0.005320271421647584 - JEC4+: 0.006650339277059479 - JEC5-: -0.0008867119036079305 - JEC5+: 0.001330067855411896 - JEC6-: -0.0004433559518039653 - JEC6+: 0.0004433559518039653 - JEC7-: -0.0004433559518039653 - JEC7+: 0.0004433559518039653 - JEC8-: -0.0004433559518039653 - JEC8+: 0.0004433559518039653 + art_sys_corr_47: -1.10687833e-04 + art_sys_corr_48: -6.07793800e-05 + art_sys_corr_49: 2.50650526e-03 + art_sys_corr_50: -1.09141717e-02 + art_sys_corr_51: 1.49449793e-04 + art_sys_corr_52: 2.50808246e-06 + art_sys_corr_53: 1.81471721e-08 + art_sys_corr_54: -4.05572701e-11 + Unfolding+: -4.43355952e-04 + Unfolding-: 4.43355952e-04 + JEC0-: -1.77342381e-03 + JEC0+: 2.21677976e-03 + JEC1-: -1.33006786e-03 + JEC1+: 1.77342381e-03 + JEC2-: -4.43355952e-04 + JEC2+: 8.86711904e-04 + JEC3-: -1.33006786e-03 + JEC3+: 1.33006786e-03 + JEC4-: -5.32027142e-03 + JEC4+: 6.65033928e-03 + JEC5-: -8.86711904e-04 + JEC5+: 1.33006786e-03 + JEC6-: -4.43355952e-04 + JEC6+: 4.43355952e-04 + JEC7-: -4.43355952e-04 + JEC7+: 4.43355952e-04 + JEC8-: -4.43355952e-04 + JEC8+: 4.43355952e-04 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -0.0004433559518039653 - JEC10+: 0.0008867119036079305 - JEC11-: -0.001330067855411896 - JEC11+: 0.001773423807215861 - JEC12-: -0.0008867119036079305 - JEC12+: 0.0008867119036079305 - JEC13-: -0.0008867119036079305 - JEC13+: 0.001330067855411896 - luminosity_uncertainty: 0.0013794 - bin_by_bin_uncertainty: 0.0006270000000000001 + JEC10-: -4.43355952e-04 + JEC10+: 8.86711904e-04 + JEC11-: -1.33006786e-03 + JEC11+: 1.77342381e-03 + JEC12-: -8.86711904e-04 + JEC12+: 8.86711904e-04 + JEC13-: -8.86711904e-04 + JEC13+: 1.33006786e-03 + luminosity_uncertainty: 1.37940000e-03 + bin_by_bin_uncertainty: 6.27000000e-04 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 art_sys_corr_3: 0.0 @@ -4690,45 +4690,45 @@ bins: art_sys_corr_44: 0.0 art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 - art_sys_corr_47: 1.3736749735521582e-06 - art_sys_corr_48: -3.407045656167227e-05 - art_sys_corr_49: -1.6431514207647998e-05 - art_sys_corr_50: 0.0004916310611407001 - art_sys_corr_51: 0.00333343320704324 - art_sys_corr_52: 4.460042108478681e-05 - art_sys_corr_53: -2.805168689962796e-07 - art_sys_corr_54: -1.6740375415706184e-10 - Unfolding+: -5.4447222151364154e-05 - Unfolding-: 5.4447222151364154e-05 - JEC0-: -0.00021778888860545661 - JEC0+: 0.0002722361107568208 - JEC1-: -0.00016334166645409247 - JEC1+: 0.00021778888860545661 - JEC2-: -0.00010889444430272831 - JEC2+: 0.00010889444430272831 - JEC3-: -0.00010889444430272831 - JEC3+: 0.00016334166645409247 - JEC4-: -0.0007622611101190983 - JEC4+: 0.0008711555544218265 - JEC5-: -0.00010889444430272831 - JEC5+: 0.00016334166645409247 - JEC6-: -5.4447222151364154e-05 - JEC6+: 5.4447222151364154e-05 - JEC7-: -5.4447222151364154e-05 - JEC7+: 5.4447222151364154e-05 - JEC8-: -5.4447222151364154e-05 - JEC8+: 0.00010889444430272831 + art_sys_corr_47: 1.37367497e-06 + art_sys_corr_48: -3.40704566e-05 + art_sys_corr_49: -1.64315142e-05 + art_sys_corr_50: 4.91631061e-04 + art_sys_corr_51: 3.33343321e-03 + art_sys_corr_52: 4.46004211e-05 + art_sys_corr_53: -2.80516869e-07 + art_sys_corr_54: -1.67403754e-10 + Unfolding+: -5.44472222e-05 + Unfolding-: 5.44472222e-05 + JEC0-: -2.17788889e-04 + JEC0+: 2.72236111e-04 + JEC1-: -1.63341666e-04 + JEC1+: 2.17788889e-04 + JEC2-: -1.08894444e-04 + JEC2+: 1.08894444e-04 + JEC3-: -1.08894444e-04 + JEC3+: 1.63341666e-04 + JEC4-: -7.62261110e-04 + JEC4+: 8.71155554e-04 + JEC5-: -1.08894444e-04 + JEC5+: 1.63341666e-04 + JEC6-: -5.44472222e-05 + JEC6+: 5.44472222e-05 + JEC7-: -5.44472222e-05 + JEC7+: 5.44472222e-05 + JEC8-: -5.44472222e-05 + JEC8+: 1.08894444e-04 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -5.4447222151364154e-05 - JEC10+: 0.00010889444430272831 - JEC11-: -0.00016334166645409247 - JEC11+: 0.00016334166645409247 - JEC12-: -0.00010889444430272831 - JEC12+: 0.00010889444430272831 - JEC13-: -0.00010889444430272831 - JEC13+: 0.00016334166645409247 - luminosity_uncertainty: 0.0001694 + JEC10-: -5.44472222e-05 + JEC10+: 1.08894444e-04 + JEC11-: -1.63341666e-04 + JEC11+: 1.63341666e-04 + JEC12-: -1.08894444e-04 + JEC12+: 1.08894444e-04 + JEC13-: -1.08894444e-04 + JEC13+: 1.63341666e-04 + luminosity_uncertainty: 1.69400000e-04 bin_by_bin_uncertainty: 7.7e-05 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -4776,45 +4776,45 @@ bins: art_sys_corr_44: 0.0 art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 - art_sys_corr_47: -2.4767035770987663e-09 - art_sys_corr_48: 1.5734130200723074e-07 - art_sys_corr_49: -9.872107189639744e-06 - art_sys_corr_50: 5.580938555065867e-06 - art_sys_corr_51: -0.0001582917965503444 - art_sys_corr_52: 0.0009417057089097917 - art_sys_corr_53: -5.516772529422065e-06 - art_sys_corr_54: 5.872948042620305e-09 - Unfolding+: -1.7465537495307722e-05 - Unfolding-: 1.7465537495307722e-05 - JEC0-: -8.732768747653861e-05 - JEC0+: 0.00012225876246715406 - JEC1-: -6.986214998123089e-05 - JEC1+: 8.732768747653861e-05 - JEC2-: -5.239661248592316e-05 - JEC2+: 5.239661248592316e-05 - JEC3-: -5.239661248592316e-05 - JEC3+: 5.239661248592316e-05 - JEC4-: -0.0002969141374202313 - JEC4+: 0.00034931074990615445 - JEC5-: -5.239661248592316e-05 - JEC5+: 5.239661248592316e-05 - JEC6-: -1.7465537495307722e-05 - JEC6+: 1.7465537495307722e-05 - JEC7-: -1.7465537495307722e-05 - JEC7+: 1.7465537495307722e-05 - JEC8-: -3.4931074990615444e-05 - JEC8+: 3.4931074990615444e-05 + art_sys_corr_47: -2.47670358e-09 + art_sys_corr_48: 1.57341302e-07 + art_sys_corr_49: -9.87210719e-06 + art_sys_corr_50: 5.58093856e-06 + art_sys_corr_51: -1.58291797e-04 + art_sys_corr_52: 9.41705709e-04 + art_sys_corr_53: -5.51677253e-06 + art_sys_corr_54: 5.87294804e-09 + Unfolding+: -1.74655375e-05 + Unfolding-: 1.74655375e-05 + JEC0-: -8.73276875e-05 + JEC0+: 1.22258762e-04 + JEC1-: -6.98621500e-05 + JEC1+: 8.73276875e-05 + JEC2-: -5.23966125e-05 + JEC2+: 5.23966125e-05 + JEC3-: -5.23966125e-05 + JEC3+: 5.23966125e-05 + JEC4-: -2.96914137e-04 + JEC4+: 3.49310750e-04 + JEC5-: -5.23966125e-05 + JEC5+: 5.23966125e-05 + JEC6-: -1.74655375e-05 + JEC6+: 1.74655375e-05 + JEC7-: -1.74655375e-05 + JEC7+: 1.74655375e-05 + JEC8-: -3.49310750e-05 + JEC8+: 3.49310750e-05 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -1.7465537495307722e-05 - JEC10+: 3.4931074990615444e-05 - JEC11-: -5.239661248592316e-05 - JEC11+: 5.239661248592316e-05 - JEC12-: -3.4931074990615444e-05 - JEC12+: 3.4931074990615444e-05 - JEC13-: -3.4931074990615444e-05 - JEC13+: 5.239661248592316e-05 - luminosity_uncertainty: 5.434e-05 + JEC10-: -1.74655375e-05 + JEC10+: 3.49310750e-05 + JEC11-: -5.23966125e-05 + JEC11+: 5.23966125e-05 + JEC12-: -3.49310750e-05 + JEC12+: 3.49310750e-05 + JEC13-: -3.49310750e-05 + JEC13+: 5.23966125e-05 + luminosity_uncertainty: 5.43400000e-05 bin_by_bin_uncertainty: 2.47e-05 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -4862,45 +4862,45 @@ bins: art_sys_corr_44: 0.0 art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 - art_sys_corr_47: -3.963621266880434e-11 - art_sys_corr_48: -1.0646535139804892e-10 - art_sys_corr_49: 5.962312729164455e-08 - art_sys_corr_50: -2.8135625548111136e-06 - art_sys_corr_51: -4.492632350733873e-07 - art_sys_corr_52: -3.972767232190944e-05 - art_sys_corr_53: -0.00013108229659790726 - art_sys_corr_54: 1.4847177113024479e-07 - Unfolding+: -4.440630585851518e-06 - Unfolding-: 4.440630585851518e-06 - JEC0-: -3.108441410096063e-05 - JEC0+: 3.552504468681214e-05 - JEC1-: -2.220315292925759e-05 - JEC1+: 3.108441410096063e-05 - JEC2-: -1.776252234340607e-05 - JEC2+: 2.220315292925759e-05 - JEC3-: -1.3321891757554554e-05 - JEC3+: 1.3321891757554554e-05 - JEC4-: -9.769387288873341e-05 - JEC4+: 0.00011545639523213947 - JEC5-: -1.3321891757554554e-05 - JEC5+: 1.776252234340607e-05 - JEC6-: -4.440630585851518e-06 - JEC6+: 4.440630585851518e-06 - JEC7-: -4.440630585851518e-06 - JEC7+: 4.440630585851518e-06 - JEC8-: -8.881261171703036e-06 - JEC8+: 8.881261171703036e-06 + art_sys_corr_47: -3.96362127e-11 + art_sys_corr_48: -1.06465351e-10 + art_sys_corr_49: 5.96231273e-08 + art_sys_corr_50: -2.81356255e-06 + art_sys_corr_51: -4.49263235e-07 + art_sys_corr_52: -3.97276723e-05 + art_sys_corr_53: -1.31082297e-04 + art_sys_corr_54: 1.48471771e-07 + Unfolding+: -4.44063059e-06 + Unfolding-: 4.44063059e-06 + JEC0-: -3.10844141e-05 + JEC0+: 3.55250447e-05 + JEC1-: -2.22031529e-05 + JEC1+: 3.10844141e-05 + JEC2-: -1.77625223e-05 + JEC2+: 2.22031529e-05 + JEC3-: -1.33218918e-05 + JEC3+: 1.33218918e-05 + JEC4-: -9.76938729e-05 + JEC4+: 1.15456395e-04 + JEC5-: -1.33218918e-05 + JEC5+: 1.77625223e-05 + JEC6-: -4.44063059e-06 + JEC6+: 4.44063059e-06 + JEC7-: -4.44063059e-06 + JEC7+: 4.44063059e-06 + JEC8-: -8.88126117e-06 + JEC8+: 8.88126117e-06 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -4.440630585851518e-06 - JEC10+: 8.881261171703036e-06 - JEC11-: -1.3321891757554554e-05 - JEC11+: 1.3321891757554554e-05 - JEC12-: -8.881261171703036e-06 - JEC12+: 8.881261171703036e-06 - JEC13-: -8.881261171703036e-06 - JEC13+: 1.3321891757554554e-05 - luminosity_uncertainty: 1.3816e-05 + JEC10-: -4.44063059e-06 + JEC10+: 8.88126117e-06 + JEC11-: -1.33218918e-05 + JEC11+: 1.33218918e-05 + JEC12-: -8.88126117e-06 + JEC12+: 8.88126117e-06 + JEC13-: -8.88126117e-06 + JEC13+: 1.33218918e-05 + luminosity_uncertainty: 1.38160000e-05 bin_by_bin_uncertainty: 6.28e-06 - art_sys_corr_1: 0.0 art_sys_corr_2: 0.0 @@ -4948,43 +4948,43 @@ bins: art_sys_corr_44: 0.0 art_sys_corr_45: 0.0 art_sys_corr_46: 0.0 - art_sys_corr_47: 6.739924989066236e-15 - art_sys_corr_48: -8.916612559273266e-13 - art_sys_corr_49: -5.344334735834473e-12 - art_sys_corr_50: 1.7315033902418135e-09 - art_sys_corr_51: 1.2584365182387232e-07 - art_sys_corr_52: 3.02753776186971e-08 - art_sys_corr_53: 1.5721183271529704e-06 - art_sys_corr_54: 1.2400068054010918e-05 - Unfolding+: -1.7111984104714447e-07 - Unfolding-: 1.7111984104714447e-07 - JEC0-: -9.411591257592948e-07 - JEC0+: 1.6256384899478726e-06 - JEC1-: -7.700392847121502e-07 - JEC1+: 1.3689587283771558e-06 - JEC2-: -5.989194436650057e-07 - JEC2+: 1.0267190462828668e-06 - JEC3-: -3.4223968209428894e-07 - JEC3+: 5.989194436650057e-07 - JEC4-: -3.0801571388486007e-06 - JEC4+: 5.475834913508623e-06 - JEC5-: -4.2779960261786124e-07 - JEC5+: 8.555992052357225e-07 - JEC6-: -1.7111984104714447e-07 - JEC6+: 2.566797615707167e-07 - JEC7-: -1.7111984104714447e-07 - JEC7+: 2.566797615707167e-07 - JEC8-: -2.566797615707167e-07 - JEC8+: 5.133595231414334e-07 + art_sys_corr_47: 6.73992499e-15 + art_sys_corr_48: -8.91661256e-13 + art_sys_corr_49: -5.34433474e-12 + art_sys_corr_50: 1.73150339e-09 + art_sys_corr_51: 1.25843652e-07 + art_sys_corr_52: 3.02753776e-08 + art_sys_corr_53: 1.57211833e-06 + art_sys_corr_54: 1.24000681e-05 + Unfolding+: -1.71119841e-07 + Unfolding-: 1.71119841e-07 + JEC0-: -9.41159126e-07 + JEC0+: 1.62563849e-06 + JEC1-: -7.70039285e-07 + JEC1+: 1.36895873e-06 + JEC2-: -5.98919444e-07 + JEC2+: 1.02671905e-06 + JEC3-: -3.42239682e-07 + JEC3+: 5.98919444e-07 + JEC4-: -3.08015714e-06 + JEC4+: 5.47583491e-06 + JEC5-: -4.27799603e-07 + JEC5+: 8.55599205e-07 + JEC6-: -1.71119841e-07 + JEC6+: 2.56679762e-07 + JEC7-: -1.71119841e-07 + JEC7+: 2.56679762e-07 + JEC8-: -2.56679762e-07 + JEC8+: 5.13359523e-07 JEC9-: 0.0 JEC9+: 0.0 - JEC10-: -1.7111984104714447e-07 - JEC10+: 2.566797615707167e-07 - JEC11-: -3.4223968209428894e-07 - JEC11+: 5.989194436650057e-07 - JEC12-: -2.566797615707167e-07 - JEC12+: 5.133595231414334e-07 - JEC13-: -2.566797615707167e-07 - JEC13+: 5.133595231414334e-07 - luminosity_uncertainty: 2.662e-07 - bin_by_bin_uncertainty: 1.2099999999999998e-07 + JEC10-: -1.71119841e-07 + JEC10+: 2.56679762e-07 + JEC11-: -3.42239682e-07 + JEC11+: 5.98919444e-07 + JEC12-: -2.56679762e-07 + JEC12+: 5.13359523e-07 + JEC13-: -2.56679762e-07 + JEC13+: 5.13359523e-07 + luminosity_uncertainty: 2.66200000e-07 + bin_by_bin_uncertainty: 1.21000000e-07 From ec0f0ced584b92e2fc3369069f74141c87cfd5b2 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 14:51:15 +0100 Subject: [PATCH 33/70] 8 decimals for ATLAS_2JET_7TEV_R06 --- .../ATLAS_2JET_7TEV_R06/data.yaml | 2 +- .../ATLAS_2JET_7TEV_R06/filter.py | 3 +- .../ATLAS_2JET_7TEV_R06/uncertainties.yaml | 16810 +++++++-------- .../uncertainties_stronger.yaml | 14448 ++++++------- .../uncertainties_weaker.yaml | 17524 ++++++++-------- 5 files changed, 24394 insertions(+), 24393 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/data.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/data.yaml index 0c97096fed..79ad3cc499 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/data.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/data.yaml @@ -1,5 +1,5 @@ data_central: -- 1070000.0 +- 1.07000000e+06 - 406000.0 - 152000.0 - 60600.0 diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter.py b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter.py index ff1a0a6d6f..0213b52d1d 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/filter.py @@ -5,12 +5,13 @@ """ from nnpdf_data.filter_utils.legacy_jets_utils import range_str_to_floats, fill_df_ATLAS_2JET_7TEV_R06 -from nnpdf_data.filter_utils.utils import decompose_covmat +from nnpdf_data.filter_utils.utils import decompose_covmat, prettify_float import pandas as pd from scipy.linalg import block_diag import yaml +yaml.add_representer(float, prettify_float) def filter_ATLAS_2JET_7TEV_R06_data_kinetic(): """ diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties.yaml index 4b257e584f..1a4971a5f8 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties.yaml @@ -900,27 +900,27 @@ definitions: treatment: MULT type: ATLASLUMI11 bins: -- art_sys_1: -8666.003969584068 - art_sys_2: 16.56039517543592 - art_sys_3: 10.04665923462055 - art_sys_4: 0.12656551920924497 - art_sys_5: 0.032488691521605745 - art_sys_6: -0.005128755118771148 - art_sys_7: -0.0015388827776130663 - art_sys_8: -7.956144721434901e-05 - art_sys_9: 4.889240542760644e-05 - art_sys_10: -1.685700029080686e-05 - art_sys_11: -3.4623806397830653e-06 - art_sys_12: 9.733266955505115e-07 - art_sys_13: 3.976035620790148e-07 - art_sys_14: -1.9832179073203366e-08 - art_sys_15: 5.0428764122724306e-08 - art_sys_16: -3.055464319753062e-08 - art_sys_17: -8.299758199060603e-09 - art_sys_18: -2.327831233897908e-09 - art_sys_19: 1.5444854321844326e-09 - art_sys_20: -5.301477069263989e-10 - art_sys_21: -1.4029943620802958e-11 +- art_sys_1: -8.66600397e+03 + art_sys_2: 1.65603952e+01 + art_sys_3: 1.00466592e+01 + art_sys_4: 1.26565519e-01 + art_sys_5: 3.24886915e-02 + art_sys_6: -5.12875512e-03 + art_sys_7: -1.53888278e-03 + art_sys_8: -7.95614472e-05 + art_sys_9: 4.88924054e-05 + art_sys_10: -1.68570003e-05 + art_sys_11: -3.46238064e-06 + art_sys_12: 9.73326696e-07 + art_sys_13: 3.97603562e-07 + art_sys_14: -1.98321791e-08 + art_sys_15: 5.04287641e-08 + art_sys_16: -3.05546432e-08 + art_sys_17: -8.29975820e-09 + art_sys_18: -2.32783123e-09 + art_sys_19: 1.54448543e-09 + art_sys_20: -5.30147707e-10 + art_sys_21: -1.40299436e-11 art_sys_22: 0.0 art_sys_23: 0.0 art_sys_24: 0.0 @@ -990,32 +990,32 @@ bins: art_sys_88: 0.0 art_sys_89: 0.0 art_sys_90: 0.0 - sys_1: 23454.73193195778 - sys_2: -23454.73193195778 - sys_3: 6052.834046956847 - sys_4: -6052.834046956847 + sys_1: 2.34547319e+04 + sys_2: -2.34547319e+04 + sys_3: 6.05283405e+03 + sys_4: -6.05283405e+03 sys_5: 0.0 sys_6: -0.0 - sys_7: 2269.8127676088175 - sys_8: -3026.4170234784233 - sys_9: 11349.063838044087 - sys_10: -11349.063838044087 + sys_7: 2.26981277e+03 + sys_8: -3.02641702e+03 + sys_9: 1.13490638e+04 + sys_10: -1.13490638e+04 sys_11: 0.0 sys_12: -0.0 sys_13: 0.0 - sys_14: -756.6042558696058 - sys_15: 4539.625535217635 - sys_16: -4539.625535217635 - sys_17: 756.6042558696058 - sys_18: -756.6042558696058 - sys_19: 3026.4170234784233 - sys_20: -3783.021279348029 - sys_21: 2269.8127676088175 - sys_22: -2269.8127676088175 - sys_23: 7566.042558696058 - sys_24: -7566.042558696058 - sys_25: 4539.625535217635 - sys_26: -4539.625535217635 + sys_14: -7.56604256e+02 + sys_15: 4.53962554e+03 + sys_16: -4.53962554e+03 + sys_17: 7.56604256e+02 + sys_18: -7.56604256e+02 + sys_19: 3.02641702e+03 + sys_20: -3.78302128e+03 + sys_21: 2.26981277e+03 + sys_22: -2.26981277e+03 + sys_23: 7.56604256e+03 + sys_24: -7.56604256e+03 + sys_25: 4.53962554e+03 + sys_26: -4.53962554e+03 sys_27: 0.0 sys_28: -0.0 sys_29: 0.0 @@ -1037,21 +1037,21 @@ bins: sys_45: 0.0 sys_46: -0.0 sys_47: 0.0 - sys_48: -756.6042558696058 + sys_48: -7.56604256e+02 sys_49: 0.0 - sys_50: -756.6042558696058 - sys_51: 756.6042558696058 - sys_52: -756.6042558696058 - sys_53: 1513.2085117392116 - sys_54: -1513.2085117392116 - sys_55: 2269.8127676088175 - sys_56: -2269.8127676088175 - sys_57: 3026.4170234784233 - sys_58: -3026.4170234784233 - sys_59: 2269.8127676088175 - sys_60: -3026.4170234784233 - sys_61: 756.6042558696058 - sys_62: -756.6042558696058 + sys_50: -7.56604256e+02 + sys_51: 7.56604256e+02 + sys_52: -7.56604256e+02 + sys_53: 1.51320851e+03 + sys_54: -1.51320851e+03 + sys_55: 2.26981277e+03 + sys_56: -2.26981277e+03 + sys_57: 3.02641702e+03 + sys_58: -3.02641702e+03 + sys_59: 2.26981277e+03 + sys_60: -3.02641702e+03 + sys_61: 7.56604256e+02 + sys_62: -7.56604256e+02 sys_63: 0.0 sys_64: -0.0 sys_65: 0.0 @@ -1059,11 +1059,11 @@ bins: sys_67: 0.0 sys_68: -0.0 sys_69: 0.0 - sys_70: -756.6042558696058 + sys_70: -7.56604256e+02 sys_71: 0.0 - sys_72: -756.6042558696058 - sys_73: 756.6042558696058 - sys_74: -756.6042558696058 + sys_72: -7.56604256e+02 + sys_73: 7.56604256e+02 + sys_74: -7.56604256e+02 sys_75: 0.0 sys_76: -0.0 sys_77: 0.0 @@ -1098,54 +1098,54 @@ bins: sys_106: -0.0 sys_107: 0.0 sys_108: -0.0 - sys_109: 3783.021279348029 - sys_110: -3783.021279348029 - sys_111: 29507.565978914627 - sys_112: -27237.753211305815 + sys_109: 3.78302128e+03 + sys_110: -3.78302128e+03 + sys_111: 2.95075660e+04 + sys_112: -2.72377532e+04 sys_113: 0.0 sys_114: -0.0 sys_115: 0.0 sys_116: -0.0 - sys_117: -3026.4170234784233 - sys_118: 3783.021279348029 - sys_119: -9835.855326304876 - sys_120: 11349.063838044087 - sys_121: 21941.523420218564 - sys_122: -17401.897885000933 - sys_123: 3026.4170234784233 - sys_124: -3026.4170234784233 - sys_125: 41613.234072828316 - sys_126: -38586.8170493499 - sys_127: 15132.085117392116 - sys_128: -15132.085117392116 - sys_129: 1513.2085117392116 - sys_130: -1513.2085117392116 - sys_131: 2269.8127676088175 - sys_132: -2269.8127676088175 - sys_133: 3783.021279348029 - sys_134: -3783.021279348029 - luminosity_uncertainty: 19260.000000000004 -- art_sys_1: 47.703322011848684 - art_sys_2: 3142.682142361095 - art_sys_3: 35.064294413470414 - art_sys_4: 6.620676318595952 - art_sys_5: 0.08283763462879291 - art_sys_6: -0.011444086791356374 - art_sys_7: -0.007912068587900828 - art_sys_8: 0.0005400102816004569 - art_sys_9: 0.00040165608387580953 - art_sys_10: 1.507180107919895e-05 - art_sys_11: -2.1619111161785737e-06 - art_sys_12: -4.460318891891588e-06 - art_sys_13: 8.146361492059532e-08 - art_sys_14: -4.170829959080497e-07 - art_sys_15: 1.0569452949634252e-08 - art_sys_16: -1.2563358406243379e-08 - art_sys_17: 2.9576595058947925e-08 - art_sys_18: 9.14156779874114e-09 - art_sys_19: 1.9664280775786144e-09 - art_sys_20: -1.0130928859315146e-09 - art_sys_21: -4.602863750334739e-11 + sys_117: -3.02641702e+03 + sys_118: 3.78302128e+03 + sys_119: -9.83585533e+03 + sys_120: 1.13490638e+04 + sys_121: 2.19415234e+04 + sys_122: -1.74018979e+04 + sys_123: 3.02641702e+03 + sys_124: -3.02641702e+03 + sys_125: 4.16132341e+04 + sys_126: -3.85868170e+04 + sys_127: 1.51320851e+04 + sys_128: -1.51320851e+04 + sys_129: 1.51320851e+03 + sys_130: -1.51320851e+03 + sys_131: 2.26981277e+03 + sys_132: -2.26981277e+03 + sys_133: 3.78302128e+03 + sys_134: -3.78302128e+03 + luminosity_uncertainty: 1.92600000e+04 +- art_sys_1: 4.77033220e+01 + art_sys_2: 3.14268214e+03 + art_sys_3: 3.50642944e+01 + art_sys_4: 6.62067632e+00 + art_sys_5: 8.28376346e-02 + art_sys_6: -1.14440868e-02 + art_sys_7: -7.91206859e-03 + art_sys_8: 5.40010282e-04 + art_sys_9: 4.01656084e-04 + art_sys_10: 1.50718011e-05 + art_sys_11: -2.16191112e-06 + art_sys_12: -4.46031889e-06 + art_sys_13: 8.14636149e-08 + art_sys_14: -4.17082996e-07 + art_sys_15: 1.05694529e-08 + art_sys_16: -1.25633584e-08 + art_sys_17: 2.95765951e-08 + art_sys_18: 9.14156780e-09 + art_sys_19: 1.96642808e-09 + art_sys_20: -1.01309289e-09 + art_sys_21: -4.60286375e-11 art_sys_22: 0.0 art_sys_23: 0.0 art_sys_24: 0.0 @@ -1215,34 +1215,34 @@ bins: art_sys_88: 0.0 art_sys_89: 0.0 art_sys_90: 0.0 - sys_1: 9186.731301175625 - sys_2: -9186.731301175625 - sys_3: 1722.5121189704296 - sys_4: -1722.5121189704296 + sys_1: 9.18673130e+03 + sys_2: -9.18673130e+03 + sys_3: 1.72251212e+03 + sys_4: -1.72251212e+03 sys_5: 0.0 sys_6: -0.0 - sys_7: 861.2560594852148 - sys_8: -861.2560594852148 - sys_9: 3732.109591102598 - sys_10: -3445.024237940859 + sys_7: 8.61256059e+02 + sys_8: -8.61256059e+02 + sys_9: 3.73210959e+03 + sys_10: -3.44502424e+03 sys_11: 0.0 sys_12: -0.0 sys_13: 0.0 sys_14: -0.0 - sys_15: 1435.4267658086915 - sys_16: -1435.4267658086915 - sys_17: 287.0853531617383 - sys_18: -287.0853531617383 - sys_19: 1148.3414126469531 - sys_20: -1148.3414126469531 - sys_21: 861.2560594852148 - sys_22: -861.2560594852148 - sys_23: 2583.768178455645 - sys_24: -2583.768178455645 - sys_25: 1435.4267658086915 - sys_26: -1435.4267658086915 + sys_15: 1.43542677e+03 + sys_16: -1.43542677e+03 + sys_17: 2.87085353e+02 + sys_18: -2.87085353e+02 + sys_19: 1.14834141e+03 + sys_20: -1.14834141e+03 + sys_21: 8.61256059e+02 + sys_22: -8.61256059e+02 + sys_23: 2.58376818e+03 + sys_24: -2.58376818e+03 + sys_25: 1.43542677e+03 + sys_26: -1.43542677e+03 sys_27: 0.0 - sys_28: -287.0853531617383 + sys_28: -2.87085353e+02 sys_29: 0.0 sys_30: -0.0 sys_31: 0.0 @@ -1250,13 +1250,13 @@ bins: sys_33: 0.0 sys_34: -0.0 sys_35: 0.0 - sys_36: -287.0853531617383 + sys_36: -2.87085353e+02 sys_37: 0.0 sys_38: -0.0 sys_39: 0.0 - sys_40: -287.0853531617383 + sys_40: -2.87085353e+02 sys_41: 0.0 - sys_42: -287.0853531617383 + sys_42: -2.87085353e+02 sys_43: 0.0 sys_44: -0.0 sys_45: 0.0 @@ -1266,17 +1266,17 @@ bins: sys_49: 0.0 sys_50: -0.0 sys_51: 0.0 - sys_52: -287.0853531617383 - sys_53: 287.0853531617383 - sys_54: -287.0853531617383 - sys_55: 574.1707063234766 - sys_56: -574.1707063234766 - sys_57: 861.2560594852148 - sys_58: -861.2560594852148 - sys_59: 861.2560594852148 - sys_60: -1148.3414126469531 - sys_61: 861.2560594852148 - sys_62: -574.1707063234766 + sys_52: -2.87085353e+02 + sys_53: 2.87085353e+02 + sys_54: -2.87085353e+02 + sys_55: 5.74170706e+02 + sys_56: -5.74170706e+02 + sys_57: 8.61256059e+02 + sys_58: -8.61256059e+02 + sys_59: 8.61256059e+02 + sys_60: -1.14834141e+03 + sys_61: 8.61256059e+02 + sys_62: -5.74170706e+02 sys_63: 0.0 sys_64: -0.0 sys_65: 0.0 @@ -1287,8 +1287,8 @@ 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luminosity_uncertainty: 0.0003780000000000001 + sys_117: 1.48492424e-05 + sys_118: -1.48492424e-05 + sys_119: -6.68215908e-04 + sys_120: 7.87009847e-04 + sys_121: 4.30628030e-04 + sys_122: -4.60326515e-04 + sys_123: 1.63341666e-04 + sys_124: -1.93040151e-04 + sys_125: 4.30628030e-04 + sys_126: -4.45477272e-04 + sys_127: 6.23668181e-04 + sys_128: -6.23668181e-04 + sys_129: 3.56381818e-04 + sys_130: -3.56381818e-04 + sys_131: 5.93969696e-05 + sys_132: -5.93969696e-05 + sys_133: 7.42462120e-05 + sys_134: -7.42462120e-05 + luminosity_uncertainty: 3.78000000e-04 diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties_stronger.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties_stronger.yaml index 1b168bcf3a..a083742566 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties_stronger.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_2JET_7TEV_R06/uncertainties_stronger.yaml @@ -828,27 +828,27 @@ definitions: treatment: MULT type: ATLASLUMI11 bins: -- art_sys_1: -8666.003969584068 - art_sys_2: 16.56039517543592 - art_sys_3: 10.04665923462055 - art_sys_4: 0.12656551920924497 - art_sys_5: 0.032488691521605745 - art_sys_6: -0.005128755118771148 - art_sys_7: -0.0015388827776130663 - art_sys_8: -7.956144721434901e-05 - art_sys_9: 4.889240542760644e-05 - art_sys_10: -1.685700029080686e-05 - art_sys_11: -3.4623806397830653e-06 - art_sys_12: 9.733266955505115e-07 - art_sys_13: 3.976035620790148e-07 - art_sys_14: -1.9832179073203366e-08 - art_sys_15: 5.0428764122724306e-08 - art_sys_16: -3.055464319753062e-08 - art_sys_17: -8.299758199060603e-09 - art_sys_18: -2.327831233897908e-09 - art_sys_19: 1.5444854321844326e-09 - art_sys_20: -5.301477069263989e-10 - art_sys_21: -1.4029943620802958e-11 +- art_sys_1: -8.66600397e+03 + art_sys_2: 1.65603952e+01 + art_sys_3: 1.00466592e+01 + art_sys_4: 1.26565519e-01 + art_sys_5: 3.24886915e-02 + art_sys_6: -5.12875512e-03 + art_sys_7: 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0.00011879393923933999 - sys_38: -0.0001633416664540925 - sys_39: 0.00014849242404917497 - sys_40: -0.00019304015126392747 - sys_41: 0.00017819090885900997 - sys_42: -0.00022273863607376248 - sys_43: 0.00019304015126392747 - sys_44: -0.00022273863607376248 - sys_45: 0.00014849242404917497 - sys_46: -0.00019304015126392747 + sys_19: 1.63341666e-04 + sys_20: -2.07889394e-04 + sys_21: 2.96984848e-05 + sys_22: -7.42462120e-05 + sys_23: 5.93969696e-05 + sys_24: -1.18793939e-04 + sys_25: 1.33643182e-04 + sys_26: -1.78190909e-04 + sys_27: 3.86080303e-04 + sys_28: -4.30628030e-04 + sys_29: 3.56381818e-04 + sys_30: -4.00929545e-04 + sys_31: 2.96984848e-05 + sys_32: -8.90954544e-05 + sys_33: 2.96984848e-05 + sys_34: -8.90954544e-05 + sys_35: 1.18793939e-04 + sys_36: -1.63341666e-04 + sys_37: 1.18793939e-04 + sys_38: -1.63341666e-04 + sys_39: 1.48492424e-04 + sys_40: -1.93040151e-04 + sys_41: 1.78190909e-04 + sys_42: -2.22738636e-04 + sys_43: 1.93040151e-04 + sys_44: -2.22738636e-04 + sys_45: 1.48492424e-04 + sys_46: -1.93040151e-04 sys_47: 0.0 sys_48: -0.0 sys_49: 0.0 @@ -21449,12 +21449,12 @@ bins: sys_60: -0.0 sys_61: 0.0 sys_62: -0.0 - sys_63: 4.454772721475249e-05 - sys_64: -4.454772721475249e-05 - sys_65: 0.00010394469683442247 - sys_66: -0.0001336431816442575 - sys_67: 8.909545442950498e-05 - sys_68: -0.0001336431816442575 + sys_63: 4.45477272e-05 + sys_64: -4.45477272e-05 + sys_65: 1.03944697e-04 + sys_66: -1.33643182e-04 + sys_67: 8.90954544e-05 + sys_68: -1.33643182e-04 sys_69: 0.0 sys_70: -0.0 sys_71: 0.0 @@ -21467,14 +21467,14 @@ bins: sys_78: -0.0 sys_79: 0.0 sys_80: -0.0 - sys_81: 4.454772721475249e-05 - sys_82: -8.909545442950498e-05 - sys_83: 8.909545442950498e-05 - sys_84: -0.00011879393923933999 - sys_85: 5.9396969619669994e-05 - sys_86: -0.00010394469683442247 - sys_87: 4.454772721475249e-05 - sys_88: -4.454772721475249e-05 + sys_81: 4.45477272e-05 + sys_82: -8.90954544e-05 + sys_83: 8.90954544e-05 + sys_84: -1.18793939e-04 + sys_85: 5.93969696e-05 + sys_86: -1.03944697e-04 + sys_87: 4.45477272e-05 + sys_88: -4.45477272e-05 sys_89: 0.0 sys_90: -0.0 sys_91: 0.0 @@ -21499,30 +21499,30 @@ bins: sys_110: -0.0 sys_111: 0.0 sys_112: -0.0 - sys_113: 0.00065336666581637 - sys_114: -0.0006385174234114523 - sys_115: 0.008761053018901323 - sys_116: -0.0059396969619669995 + sys_113: 6.53366666e-04 + sys_114: -6.38517423e-04 + sys_115: 8.76105302e-03 + sys_116: -5.93969696e-03 sys_117: 0.0 sys_118: -0.0 sys_119: 0.0 sys_120: -0.0 - sys_121: 1.4849242404917499e-05 - sys_122: -1.4849242404917499e-05 - sys_123: -0.0007573113626507923 - sys_124: 0.0007127636354360399 - sys_125: 0.0004157787873376899 - sys_126: -0.0005494219689819474 - sys_127: 0.0001633416664540925 - sys_128: -0.00019304015126392747 - sys_129: 0.00043062802974260737 - sys_130: -0.00044547727214752495 - sys_131: 0.0006236681810065349 - sys_132: -0.0006236681810065349 - sys_133: 0.00035638181771801994 - sys_134: -0.00035638181771801994 - sys_135: 5.9396969619669994e-05 - sys_136: -5.9396969619669994e-05 - sys_137: 7.424621202458748e-05 - sys_138: -7.424621202458748e-05 - luminosity_uncertainty: 0.0003780000000000001 + sys_121: 1.48492424e-05 + sys_122: -1.48492424e-05 + sys_123: -7.57311363e-04 + sys_124: 7.12763635e-04 + sys_125: 4.15778787e-04 + sys_126: -5.49421969e-04 + sys_127: 1.63341666e-04 + sys_128: -1.93040151e-04 + sys_129: 4.30628030e-04 + sys_130: -4.45477272e-04 + sys_131: 6.23668181e-04 + sys_132: -6.23668181e-04 + sys_133: 3.56381818e-04 + sys_134: -3.56381818e-04 + sys_135: 5.93969696e-05 + sys_136: -5.93969696e-05 + sys_137: 7.42462120e-05 + sys_138: -7.42462120e-05 + luminosity_uncertainty: 3.78000000e-04 From 88fd51309ffe98307152bd94f630b97436df7aa9 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 14:53:54 +0100 Subject: [PATCH 34/70] 8 decimals for CMS_1JET_8TEV uncertainties and data --- .../new_commondata/CMS_1JET_8TEV/data.yaml | 190 +- .../new_commondata/CMS_1JET_8TEV/filter.py | 4 +- .../CMS_1JET_8TEV/kinematics.yaml | 298 +- .../CMS_1JET_8TEV/uncertainties.yaml | 77476 ++++++++-------- 4 files changed, 38985 insertions(+), 38983 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/data.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/data.yaml index ed9484c6e8..7efa038b54 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/data.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/data.yaml @@ -1,9 +1,9 @@ data_central: -- 21840000.0 -- 10830000.0 -- 5235000.0 -- 2625000.0 -- 1214000.0 +- 2.18400000e+07 +- 1.08300000e+07 +- 5.23500000e+06 +- 2.62500000e+06 +- 1.21400000e+06 - 548100.0 - 311800.0 - 166200.0 @@ -30,26 +30,26 @@ data_central: - 0.295068 - 0.17845 - 0.108961 -- 0.0659701 -- 0.0398936 -- 0.0242738 -- 0.0146116 -- 0.00873753 -- 0.00511314 -- 0.00299693 -- 0.00175562 -- 0.00100885 -- 0.000610607 -- 0.000315407 -- 0.000183499 -- 7.20384e-05 -- 1.50941e-05 -- 7.229e-07 -- 21180000.0 -- 10620000.0 -- 5149000.0 -- 2538000.0 -- 1216000.0 +- 6.59701000e-02 +- 3.98936000e-02 +- 2.42738000e-02 +- 1.46116000e-02 +- 8.73753000e-03 +- 5.11314000e-03 +- 2.99693000e-03 +- 1.75562000e-03 +- 1.00885000e-03 +- 6.10607000e-04 +- 3.15407000e-04 +- 1.83499000e-04 +- 7.20384000e-05 +- 1.50941000e-05 +- 7.22900000e-07 +- 2.11800000e+07 +- 1.06200000e+07 +- 5.14900000e+06 +- 2.53800000e+06 +- 1.21600000e+06 - 578800.0 - 330000.0 - 166800.0 @@ -75,26 +75,26 @@ data_central: - 0.413665 - 0.244963 - 0.146384 -- 0.0874216 -- 0.0508882 -- 0.0303471 -- 0.0176874 -- 0.0102445 -- 0.00594397 -- 0.00338308 -- 0.00190764 -- 0.0010881 -- 0.000595922 -- 0.000306353 -- 0.000163541 -- 7.80437e-05 -- 2.37958e-05 -- 3.1624e-06 -- 1.169e-07 -- 18260000.0 -- 8942000.0 -- 4199000.0 -- 2035000.0 +- 8.74216000e-02 +- 5.08882000e-02 +- 3.03471000e-02 +- 1.76874000e-02 +- 1.02445000e-02 +- 5.94397000e-03 +- 3.38308000e-03 +- 1.90764000e-03 +- 1.08810000e-03 +- 5.95922000e-04 +- 3.06353000e-04 +- 1.63541000e-04 +- 7.80437000e-05 +- 2.37958000e-05 +- 3.16240000e-06 +- 1.16900000e-07 +- 1.82600000e+07 +- 8.94200000e+06 +- 4.19900000e+06 +- 2.03500000e+06 - 967500.0 - 439900.0 - 234700.0 @@ -120,26 +120,26 @@ data_central: - 0.456356 - 0.26026 - 0.147183 -- 0.0826758 -- 0.0461163 -- 0.0256041 -- 0.0138252 -- 0.00739449 -- 0.00374716 -- 0.00199496 -- 0.00095181 -- 0.00045465 -- 0.000217397 -- 0.00010393 -- 4.55497e-05 -- 1.75488e-05 -- 5.8579e-06 -- 6.692e-07 +- 8.26758000e-02 +- 4.61163000e-02 +- 2.56041000e-02 +- 1.38252000e-02 +- 7.39449000e-03 +- 3.74716000e-03 +- 1.99496000e-03 +- 9.51810000e-04 +- 4.54650000e-04 +- 2.17397000e-04 +- 1.03930000e-04 +- 4.55497000e-05 +- 1.75488000e-05 +- 5.85790000e-06 +- 6.69200000e-07 - 8.62e-08 -- 15970000.0 -- 7800000.0 -- 3690000.0 -- 1836000.0 +- 1.59700000e+07 +- 7.80000000e+06 +- 3.69000000e+06 +- 1.83600000e+06 - 860300.0 - 380100.0 - 200800.0 @@ -163,24 +163,24 @@ data_central: - 0.695727 - 0.359265 - 0.186647 -- 0.0939425 -- 0.0462971 -- 0.0223788 -- 0.0103459 -- 0.00468607 -- 0.00200615 -- 0.000803936 -- 0.00033261 -- 0.000100744 -- 3.76967e-05 -- 1.44612e-05 +- 9.39425000e-02 +- 4.62971000e-02 +- 2.23788000e-02 +- 1.03459000e-02 +- 4.68607000e-03 +- 2.00615000e-03 +- 8.03936000e-04 +- 3.32610000e-04 +- 1.00744000e-04 +- 3.76967000e-05 +- 1.44612000e-05 - 3.5e-06 - 5.14e-07 - 1.94e-07 -- 12830000.0 -- 6459000.0 -- 3116000.0 -- 1481000.0 +- 1.28300000e+07 +- 6.45900000e+06 +- 3.11600000e+06 +- 1.48100000e+06 - 681500.0 - 306300.0 - 138100.0 @@ -202,18 +202,18 @@ data_central: - 0.73347 - 0.315326 - 0.133752 -- 0.0520284 -- 0.0203303 -- 0.00714364 -- 0.00232984 -- 0.000693809 -- 0.000181803 -- 4.30022e-05 -- 5.8302e-06 -- 7.634e-07 -- 9178000.0 -- 4412000.0 -- 2014000.0 +- 5.20284000e-02 +- 2.03303000e-02 +- 7.14364000e-03 +- 2.32984000e-03 +- 6.93809000e-04 +- 1.81803000e-04 +- 4.30022000e-05 +- 5.83020000e-06 +- 7.63400000e-07 +- 9.17800000e+06 +- 4.41200000e+06 +- 2.01400000e+06 - 978300.0 - 486400.0 - 225100.0 @@ -234,7 +234,7 @@ data_central: - 0.424595 - 0.137002 - 0.038388 -- 0.00949764 -- 0.00198574 -- 0.000391317 -- 3.86442e-05 +- 9.49764000e-03 +- 1.98574000e-03 +- 3.91317000e-04 +- 3.86442000e-05 diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py index e23d306488..e92cf0e999 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/filter.py @@ -15,7 +15,9 @@ process_err_CMS_1JET_8TEV, uncertainties_df_CMS_1JET_8TEV, ) -from nnpdf_data.filter_utils.utils import correlation_to_covariance, decompose_covmat +from nnpdf_data.filter_utils.utils import correlation_to_covariance, decompose_covmat, prettify_float + +yaml.add_representer(float, prettify_float) def filter_CMS_1JET_8TEV_data_kinetic(): diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml index 242e3c9ff6..ff56002de9 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml @@ -269,7 +269,7 @@ bins: max: 0.5 pT2: min: 131044.0 - mid: 143262.25 + mid: 1.43262250e+05 max: 156025.0 sqrts: min: null @@ -281,7 +281,7 @@ bins: max: 0.5 pT2: min: 156025.0 - mid: 170156.25 + mid: 1.70156250e+05 max: 184900.0 sqrts: min: null @@ -305,7 +305,7 @@ bins: max: 0.5 pT2: min: 219024.0 - mid: 237656.25 + mid: 2.37656250e+05 max: 257049.0 sqrts: min: null @@ -317,7 +317,7 @@ bins: max: 0.5 pT2: min: 257049.0 - mid: 278256.25 + mid: 2.78256250e+05 max: 300304.0 sqrts: min: null @@ -365,7 +365,7 @@ bins: max: 0.5 pT2: min: 470596.0 - mid: 506232.25 + mid: 5.06232250e+05 max: 543169.0 sqrts: min: null @@ -377,7 +377,7 @@ bins: max: 0.5 pT2: min: 543169.0 - mid: 582932.25 + mid: 5.82932250e+05 max: 624100.0 sqrts: min: null @@ -401,7 +401,7 @@ bins: max: 0.5 pT2: min: 715716.0 - mid: 766500.25 + mid: 7.66500250e+05 max: 819025.0 sqrts: min: null @@ -425,8 +425,8 @@ bins: max: 0.5 pT2: min: 935089.0 - mid: 999000.25 - max: 1065024.0 + mid: 9.99000250e+05 + max: 1.06502400e+06 sqrts: min: null mid: 8000.0 @@ -436,9 +436,9 @@ bins: mid: 0.25 max: 0.5 pT2: - min: 1065024.0 - mid: 1137422.25 - max: 1212201.0 + min: 1.06502400e+06 + mid: 1.13742225e+06 + max: 1.21220100e+06 sqrts: min: null mid: 8000.0 @@ -448,9 +448,9 @@ bins: mid: 0.25 max: 0.5 pT2: - min: 1212201.0 - mid: 1291632.25 - max: 1373584.0 + min: 1.21220100e+06 + mid: 1.29163225e+06 + max: 1.37358400e+06 sqrts: min: null mid: 8000.0 @@ -460,9 +460,9 @@ bins: mid: 0.25 max: 0.5 pT2: - min: 1373584.0 - mid: 1464100.0 - max: 1557504.0 + min: 1.37358400e+06 + mid: 1.46410000e+06 + max: 1.55750400e+06 sqrts: min: null mid: 8000.0 @@ -472,9 +472,9 @@ bins: mid: 0.25 max: 0.5 pT2: - min: 1557504.0 - mid: 1657656.25 - max: 1760929.0 + min: 1.55750400e+06 + mid: 1.65765625e+06 + max: 1.76092900e+06 sqrts: min: null mid: 8000.0 @@ -484,9 +484,9 @@ bins: mid: 0.25 max: 0.5 pT2: - min: 1760929.0 - mid: 1872792.25 - max: 1988100.0 + min: 1.76092900e+06 + mid: 1.87279225e+06 + max: 1.98810000e+06 sqrts: min: null mid: 8000.0 @@ -496,9 +496,9 @@ bins: mid: 0.25 max: 0.5 pT2: - min: 1988100.0 - mid: 2112662.25 - max: 2241009.0 + min: 1.98810000e+06 + mid: 2.11266225e+06 + max: 2.24100900e+06 sqrts: min: null mid: 8000.0 @@ -508,9 +508,9 @@ bins: mid: 0.25 max: 0.5 pT2: - min: 2241009.0 - mid: 2379306.25 - max: 2521744.0 + min: 2.24100900e+06 + mid: 2.37930625e+06 + max: 2.52174400e+06 sqrts: min: null mid: 8000.0 @@ -520,9 +520,9 @@ bins: mid: 0.25 max: 0.5 pT2: - min: 2521744.0 - mid: 2842596.0 - max: 3182656.0 + min: 2.52174400e+06 + mid: 2.84259600e+06 + max: 3.18265600e+06 sqrts: min: null mid: 8000.0 @@ -532,9 +532,9 @@ bins: mid: 0.25 max: 0.5 pT2: - min: 3182656.0 - mid: 3802500.0 - max: 4477456.0 + min: 3.18265600e+06 + mid: 3.80250000e+06 + max: 4.47745600e+06 sqrts: min: null mid: 8000.0 @@ -544,9 +544,9 @@ 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RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.044298059406866735 - RelativeStatHF-: 0.044298059406866735 - PileUpDataMC+: 0.36070139445135946 - PileUpDataMC-: -0.36229389508911375 - PileUpPtRef+: -2.4330755577156817 - PileUpPtRef-: 0.18666761642210528 - PileUpPtBB+: -3.277897146044363 - PileUpPtBB-: 9.422295440046547 + RelativeStatHF+: 4.42980594e-02 + RelativeStatHF-: 4.42980594e-02 + PileUpDataMC+: 3.60701394e-01 + PileUpDataMC-: -3.62293895e-01 + PileUpPtRef+: -2.43307556e+00 + PileUpPtRef-: 1.86667616e-01 + PileUpPtBB+: -3.27789715e+00 + PileUpPtBB-: 9.42229544e+00 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 265151.35618609865 - RelativeStatFSR-: -265151.35618609865 + RelativeStatFSR+: 2.65151356e+05 + RelativeStatFSR-: -2.65151356e+05 luminosity_uncertainty: 975.9256 uncorrelated_uncertainty: 375.356 - art_sys_1: 0.0 @@ -2224,56 +2224,56 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 979.1224754459639 - Unfolding-: -964.7899697061747 - AbsoluteStat+: -2.3730913670269347 - AbsoluteStat-: 7.705048919001444 - AbsoluteScale+: 123.36571607137 - AbsoluteScale-: -103.0347912627062 - AbsoluteMPFBias+: 321.1542952804598 - AbsoluteMPFBias-: -301.5134540814895 - Fragmentation+: 65.90298472573402 - Fragmentation-: -63.32844202803117 - SinglePionECAL+: -9.151570331628308 - SinglePionECAL-: 10.353908313132841 - SinglePionHCAL+: -11.447425417724158 - SinglePionHCAL-: 17.42461114476214 - FlavorQCD+: 1128.8175353948725 - FlavorQCD-: -1101.2141910071305 - RelativeJEREC1+: 0.044298059406866735 - RelativeJEREC1-: 0.044298059406866735 + Unfolding+: 9.79122475e+02 + Unfolding-: -9.64789970e+02 + AbsoluteStat+: -2.37309137e+00 + AbsoluteStat-: 7.70504892e+00 + AbsoluteScale+: 1.23365716e+02 + AbsoluteScale-: -1.03034791e+02 + AbsoluteMPFBias+: 3.21154295e+02 + AbsoluteMPFBias-: -3.01513454e+02 + Fragmentation+: 6.59029847e+01 + Fragmentation-: -6.33284420e+01 + SinglePionECAL+: -9.15157033e+00 + SinglePionECAL-: 1.03539083e+01 + SinglePionHCAL+: -1.14474254e+01 + SinglePionHCAL-: 1.74246111e+01 + FlavorQCD+: 1.12881754e+03 + FlavorQCD-: -1.10121419e+03 + RelativeJEREC1+: 4.42980594e-02 + RelativeJEREC1-: 4.42980594e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.044298059406866735 - RelativeJERHF-: 0.044298059406866735 - RelativePtBB+: 98.44308109051451 - RelativePtBB-: -110.8911277422943 - RelativePtEC1+: 0.044298059406866735 - RelativePtEC1-: 0.044298059406866735 + RelativeJERHF+: 4.42980594e-02 + RelativeJERHF-: 4.42980594e-02 + RelativePtBB+: 9.84430811e+01 + RelativePtBB-: -1.10891128e+02 + RelativePtEC1+: 4.42980594e-02 + RelativePtEC1-: 4.42980594e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.044298059406866735 - RelativePtHF-: 0.044298059406866735 - RelativeFSR+: -23.03552172511662 - RelativeFSR-: 8.928620242342701 + RelativePtHF+: 4.42980594e-02 + RelativePtHF-: 4.42980594e-02 + RelativeFSR+: -2.30355217e+01 + RelativeFSR-: 8.92862024e+00 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.044298059406866735 - RelativeStatHF-: 0.044298059406866735 - PileUpDataMC+: 0.36070139445135946 - PileUpDataMC-: -0.36229389508911375 - PileUpPtRef+: -2.4330755577156817 - PileUpPtRef-: 0.18666761642210528 - PileUpPtBB+: -3.277897146044363 - PileUpPtBB-: 9.422295440046547 + RelativeStatHF+: 4.42980594e-02 + RelativeStatHF-: 4.42980594e-02 + PileUpDataMC+: 3.60701394e-01 + PileUpDataMC-: -3.62293895e-01 + PileUpPtRef+: -2.43307556e+00 + PileUpPtRef-: 1.86667616e-01 + PileUpPtBB+: -3.27789715e+00 + PileUpPtBB-: 9.42229544e+00 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 265151.35618609865 - RelativeStatFSR-: -265151.35618609865 + RelativeStatFSR+: 2.65151356e+05 + RelativeStatFSR-: -2.65151356e+05 luminosity_uncertainty: 975.9256 uncorrelated_uncertainty: 375.356 - art_sys_1: 0.0 @@ -2515,56 +2515,56 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 979.1224754459639 - Unfolding-: -964.7899697061747 - AbsoluteStat+: -2.3730913670269347 - AbsoluteStat-: 7.705048919001444 - AbsoluteScale+: 123.36571607137 - AbsoluteScale-: -103.0347912627062 - AbsoluteMPFBias+: 321.1542952804598 - AbsoluteMPFBias-: -301.5134540814895 - Fragmentation+: 65.90298472573402 - Fragmentation-: -63.32844202803117 - SinglePionECAL+: -9.151570331628308 - SinglePionECAL-: 10.353908313132841 - SinglePionHCAL+: -11.447425417724158 - SinglePionHCAL-: 17.42461114476214 - FlavorQCD+: 1128.8175353948725 - FlavorQCD-: -1101.2141910071305 - RelativeJEREC1+: 0.044298059406866735 - RelativeJEREC1-: 0.044298059406866735 + Unfolding+: 9.79122475e+02 + Unfolding-: -9.64789970e+02 + AbsoluteStat+: -2.37309137e+00 + AbsoluteStat-: 7.70504892e+00 + AbsoluteScale+: 1.23365716e+02 + AbsoluteScale-: -1.03034791e+02 + AbsoluteMPFBias+: 3.21154295e+02 + AbsoluteMPFBias-: -3.01513454e+02 + Fragmentation+: 6.59029847e+01 + Fragmentation-: -6.33284420e+01 + SinglePionECAL+: -9.15157033e+00 + SinglePionECAL-: 1.03539083e+01 + SinglePionHCAL+: -1.14474254e+01 + SinglePionHCAL-: 1.74246111e+01 + FlavorQCD+: 1.12881754e+03 + FlavorQCD-: -1.10121419e+03 + RelativeJEREC1+: 4.42980594e-02 + RelativeJEREC1-: 4.42980594e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.044298059406866735 - RelativeJERHF-: 0.044298059406866735 - RelativePtBB+: 98.44308109051451 - RelativePtBB-: -110.8911277422943 - RelativePtEC1+: 0.044298059406866735 - RelativePtEC1-: 0.044298059406866735 + RelativeJERHF+: 4.42980594e-02 + RelativeJERHF-: 4.42980594e-02 + RelativePtBB+: 9.84430811e+01 + RelativePtBB-: -1.10891128e+02 + RelativePtEC1+: 4.42980594e-02 + RelativePtEC1-: 4.42980594e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.044298059406866735 - RelativePtHF-: 0.044298059406866735 - RelativeFSR+: -23.03552172511662 - RelativeFSR-: 8.928620242342701 + RelativePtHF+: 4.42980594e-02 + RelativePtHF-: 4.42980594e-02 + RelativeFSR+: -2.30355217e+01 + RelativeFSR-: 8.92862024e+00 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.044298059406866735 - RelativeStatHF-: 0.044298059406866735 - PileUpDataMC+: 0.36070139445135946 - PileUpDataMC-: -0.36229389508911375 - PileUpPtRef+: -2.4330755577156817 - PileUpPtRef-: 0.18666761642210528 - PileUpPtBB+: -3.277897146044363 - PileUpPtBB-: 9.422295440046547 + RelativeStatHF+: 4.42980594e-02 + RelativeStatHF-: 4.42980594e-02 + PileUpDataMC+: 3.60701394e-01 + PileUpDataMC-: -3.62293895e-01 + PileUpPtRef+: -2.43307556e+00 + PileUpPtRef-: 1.86667616e-01 + PileUpPtBB+: -3.27789715e+00 + PileUpPtBB-: 9.42229544e+00 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 265151.35618609865 - RelativeStatFSR-: -265151.35618609865 + RelativeStatFSR+: 2.65151356e+05 + RelativeStatFSR-: -2.65151356e+05 luminosity_uncertainty: 975.9256 uncorrelated_uncertainty: 375.356 - art_sys_1: 0.0 @@ -2806,56 +2806,56 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 979.1224754459639 - Unfolding-: -964.7899697061747 - AbsoluteStat+: -2.3730913670269347 - AbsoluteStat-: 7.705048919001444 - AbsoluteScale+: 123.36571607137 - AbsoluteScale-: -103.0347912627062 - AbsoluteMPFBias+: 321.1542952804598 - AbsoluteMPFBias-: -301.5134540814895 - Fragmentation+: 65.90298472573402 - Fragmentation-: -63.32844202803117 - SinglePionECAL+: -9.151570331628308 - SinglePionECAL-: 10.353908313132841 - SinglePionHCAL+: -11.447425417724158 - SinglePionHCAL-: 17.42461114476214 - FlavorQCD+: 1128.8175353948725 - FlavorQCD-: -1101.2141910071305 - RelativeJEREC1+: 0.044298059406866735 - RelativeJEREC1-: 0.044298059406866735 + Unfolding+: 9.79122475e+02 + Unfolding-: -9.64789970e+02 + AbsoluteStat+: -2.37309137e+00 + AbsoluteStat-: 7.70504892e+00 + AbsoluteScale+: 1.23365716e+02 + AbsoluteScale-: -1.03034791e+02 + AbsoluteMPFBias+: 3.21154295e+02 + AbsoluteMPFBias-: -3.01513454e+02 + Fragmentation+: 6.59029847e+01 + Fragmentation-: -6.33284420e+01 + SinglePionECAL+: -9.15157033e+00 + SinglePionECAL-: 1.03539083e+01 + SinglePionHCAL+: -1.14474254e+01 + SinglePionHCAL-: 1.74246111e+01 + FlavorQCD+: 1.12881754e+03 + FlavorQCD-: -1.10121419e+03 + RelativeJEREC1+: 4.42980594e-02 + RelativeJEREC1-: 4.42980594e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.044298059406866735 - RelativeJERHF-: 0.044298059406866735 - RelativePtBB+: 98.44308109051451 - RelativePtBB-: -110.8911277422943 - RelativePtEC1+: 0.044298059406866735 - RelativePtEC1-: 0.044298059406866735 + RelativeJERHF+: 4.42980594e-02 + RelativeJERHF-: 4.42980594e-02 + RelativePtBB+: 9.84430811e+01 + RelativePtBB-: -1.10891128e+02 + RelativePtEC1+: 4.42980594e-02 + RelativePtEC1-: 4.42980594e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.044298059406866735 - RelativePtHF-: 0.044298059406866735 - RelativeFSR+: -23.03552172511662 - RelativeFSR-: 8.928620242342701 + RelativePtHF+: 4.42980594e-02 + RelativePtHF-: 4.42980594e-02 + RelativeFSR+: -2.30355217e+01 + RelativeFSR-: 8.92862024e+00 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.044298059406866735 - RelativeStatHF-: 0.044298059406866735 - PileUpDataMC+: 0.36070139445135946 - PileUpDataMC-: -0.36229389508911375 - PileUpPtRef+: -2.4330755577156817 - PileUpPtRef-: 0.18666761642210528 - PileUpPtBB+: -3.277897146044363 - PileUpPtBB-: 9.422295440046547 + RelativeStatHF+: 4.42980594e-02 + RelativeStatHF-: 4.42980594e-02 + PileUpDataMC+: 3.60701394e-01 + PileUpDataMC-: -3.62293895e-01 + PileUpPtRef+: -2.43307556e+00 + PileUpPtRef-: 1.86667616e-01 + PileUpPtBB+: -3.27789715e+00 + PileUpPtBB-: 9.42229544e+00 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 265151.35618609865 - RelativeStatFSR-: -265151.35618609865 + RelativeStatFSR+: 2.65151356e+05 + RelativeStatFSR-: -2.65151356e+05 luminosity_uncertainty: 975.9256 uncorrelated_uncertainty: 375.356 - art_sys_1: 0.0 @@ -3097,56 +3097,56 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 979.1224754459639 - Unfolding-: -964.7899697061747 - AbsoluteStat+: -2.3730913670269347 - AbsoluteStat-: 7.705048919001444 - AbsoluteScale+: 123.36571607137 - AbsoluteScale-: -103.0347912627062 - AbsoluteMPFBias+: 321.1542952804598 - AbsoluteMPFBias-: -301.5134540814895 - Fragmentation+: 65.90298472573402 - Fragmentation-: -63.32844202803117 - SinglePionECAL+: -9.151570331628308 - SinglePionECAL-: 10.353908313132841 - SinglePionHCAL+: -11.447425417724158 - SinglePionHCAL-: 17.42461114476214 - FlavorQCD+: 1128.8175353948725 - FlavorQCD-: -1101.2141910071305 - RelativeJEREC1+: 0.044298059406866735 - RelativeJEREC1-: 0.044298059406866735 + Unfolding+: 9.79122475e+02 + Unfolding-: -9.64789970e+02 + AbsoluteStat+: -2.37309137e+00 + AbsoluteStat-: 7.70504892e+00 + AbsoluteScale+: 1.23365716e+02 + AbsoluteScale-: -1.03034791e+02 + AbsoluteMPFBias+: 3.21154295e+02 + AbsoluteMPFBias-: -3.01513454e+02 + Fragmentation+: 6.59029847e+01 + Fragmentation-: -6.33284420e+01 + SinglePionECAL+: -9.15157033e+00 + SinglePionECAL-: 1.03539083e+01 + SinglePionHCAL+: -1.14474254e+01 + SinglePionHCAL-: 1.74246111e+01 + FlavorQCD+: 1.12881754e+03 + FlavorQCD-: -1.10121419e+03 + RelativeJEREC1+: 4.42980594e-02 + RelativeJEREC1-: 4.42980594e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.044298059406866735 - RelativeJERHF-: 0.044298059406866735 - RelativePtBB+: 98.44308109051451 - RelativePtBB-: -110.8911277422943 - RelativePtEC1+: 0.044298059406866735 - RelativePtEC1-: 0.044298059406866735 + RelativeJERHF+: 4.42980594e-02 + RelativeJERHF-: 4.42980594e-02 + RelativePtBB+: 9.84430811e+01 + RelativePtBB-: -1.10891128e+02 + RelativePtEC1+: 4.42980594e-02 + RelativePtEC1-: 4.42980594e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.044298059406866735 - RelativePtHF-: 0.044298059406866735 - RelativeFSR+: -23.03552172511662 - RelativeFSR-: 8.928620242342701 + RelativePtHF+: 4.42980594e-02 + RelativePtHF-: 4.42980594e-02 + RelativeFSR+: -2.30355217e+01 + RelativeFSR-: 8.92862024e+00 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.044298059406866735 - RelativeStatHF-: 0.044298059406866735 - PileUpDataMC+: 0.36070139445135946 - PileUpDataMC-: -0.36229389508911375 - PileUpPtRef+: -2.4330755577156817 - PileUpPtRef-: 0.18666761642210528 - PileUpPtBB+: -3.277897146044363 - PileUpPtBB-: 9.422295440046547 + RelativeStatHF+: 4.42980594e-02 + RelativeStatHF-: 4.42980594e-02 + PileUpDataMC+: 3.60701394e-01 + PileUpDataMC-: -3.62293895e-01 + PileUpPtRef+: -2.43307556e+00 + PileUpPtRef-: 1.86667616e-01 + PileUpPtBB+: -3.27789715e+00 + PileUpPtBB-: 9.42229544e+00 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 265151.35618609865 - RelativeStatFSR-: -265151.35618609865 + RelativeStatFSR+: 2.65151356e+05 + RelativeStatFSR-: -2.65151356e+05 luminosity_uncertainty: 975.9256 uncorrelated_uncertainty: 375.356 - art_sys_1: 0.0 @@ -3388,56 +3388,56 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 979.1224754459639 - Unfolding-: -964.7899697061747 - AbsoluteStat+: -2.3730913670269347 - AbsoluteStat-: 7.705048919001444 - AbsoluteScale+: 123.36571607137 - AbsoluteScale-: -103.0347912627062 - AbsoluteMPFBias+: 321.1542952804598 - AbsoluteMPFBias-: -301.5134540814895 - Fragmentation+: 65.90298472573402 - Fragmentation-: -63.32844202803117 - SinglePionECAL+: -9.151570331628308 - SinglePionECAL-: 10.353908313132841 - SinglePionHCAL+: -11.447425417724158 - SinglePionHCAL-: 17.42461114476214 - FlavorQCD+: 1128.8175353948725 - FlavorQCD-: -1101.2141910071305 - RelativeJEREC1+: 0.044298059406866735 - RelativeJEREC1-: 0.044298059406866735 + Unfolding+: 9.79122475e+02 + Unfolding-: -9.64789970e+02 + AbsoluteStat+: -2.37309137e+00 + AbsoluteStat-: 7.70504892e+00 + AbsoluteScale+: 1.23365716e+02 + AbsoluteScale-: -1.03034791e+02 + AbsoluteMPFBias+: 3.21154295e+02 + AbsoluteMPFBias-: -3.01513454e+02 + Fragmentation+: 6.59029847e+01 + Fragmentation-: -6.33284420e+01 + SinglePionECAL+: -9.15157033e+00 + SinglePionECAL-: 1.03539083e+01 + SinglePionHCAL+: -1.14474254e+01 + SinglePionHCAL-: 1.74246111e+01 + FlavorQCD+: 1.12881754e+03 + FlavorQCD-: -1.10121419e+03 + RelativeJEREC1+: 4.42980594e-02 + RelativeJEREC1-: 4.42980594e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.044298059406866735 - RelativeJERHF-: 0.044298059406866735 - RelativePtBB+: 98.44308109051451 - RelativePtBB-: -110.8911277422943 - RelativePtEC1+: 0.044298059406866735 - RelativePtEC1-: 0.044298059406866735 + RelativeJERHF+: 4.42980594e-02 + RelativeJERHF-: 4.42980594e-02 + RelativePtBB+: 9.84430811e+01 + RelativePtBB-: -1.10891128e+02 + RelativePtEC1+: 4.42980594e-02 + RelativePtEC1-: 4.42980594e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.044298059406866735 - RelativePtHF-: 0.044298059406866735 - RelativeFSR+: -23.03552172511662 - RelativeFSR-: 8.928620242342701 + RelativePtHF+: 4.42980594e-02 + RelativePtHF-: 4.42980594e-02 + RelativeFSR+: -2.30355217e+01 + RelativeFSR-: 8.92862024e+00 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.044298059406866735 - RelativeStatHF-: 0.044298059406866735 - PileUpDataMC+: 0.36070139445135946 - PileUpDataMC-: -0.36229389508911375 - PileUpPtRef+: -2.4330755577156817 - PileUpPtRef-: 0.18666761642210528 - PileUpPtBB+: -3.277897146044363 - PileUpPtBB-: 9.422295440046547 + RelativeStatHF+: 4.42980594e-02 + RelativeStatHF-: 4.42980594e-02 + PileUpDataMC+: 3.60701394e-01 + PileUpDataMC-: -3.62293895e-01 + PileUpPtRef+: -2.43307556e+00 + PileUpPtRef-: 1.86667616e-01 + PileUpPtBB+: -3.27789715e+00 + PileUpPtBB-: 9.42229544e+00 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 265151.35618609865 - RelativeStatFSR-: -265151.35618609865 + RelativeStatFSR+: 2.65151356e+05 + RelativeStatFSR-: -2.65151356e+05 luminosity_uncertainty: 975.9256 uncorrelated_uncertainty: 375.356 - art_sys_1: 0.0 @@ -3679,56 +3679,56 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 979.1224754459639 - Unfolding-: -964.7899697061747 - AbsoluteStat+: -2.3730913670269347 - AbsoluteStat-: 7.705048919001444 - AbsoluteScale+: 123.36571607137 - AbsoluteScale-: -103.0347912627062 - AbsoluteMPFBias+: 321.1542952804598 - AbsoluteMPFBias-: -301.5134540814895 - Fragmentation+: 65.90298472573402 - Fragmentation-: -63.32844202803117 - SinglePionECAL+: -9.151570331628308 - SinglePionECAL-: 10.353908313132841 - SinglePionHCAL+: -11.447425417724158 - SinglePionHCAL-: 17.42461114476214 - FlavorQCD+: 1128.8175353948725 - FlavorQCD-: -1101.2141910071305 - RelativeJEREC1+: 0.044298059406866735 - RelativeJEREC1-: 0.044298059406866735 + Unfolding+: 9.79122475e+02 + Unfolding-: -9.64789970e+02 + AbsoluteStat+: -2.37309137e+00 + AbsoluteStat-: 7.70504892e+00 + AbsoluteScale+: 1.23365716e+02 + AbsoluteScale-: -1.03034791e+02 + AbsoluteMPFBias+: 3.21154295e+02 + AbsoluteMPFBias-: -3.01513454e+02 + Fragmentation+: 6.59029847e+01 + Fragmentation-: -6.33284420e+01 + SinglePionECAL+: -9.15157033e+00 + SinglePionECAL-: 1.03539083e+01 + SinglePionHCAL+: -1.14474254e+01 + SinglePionHCAL-: 1.74246111e+01 + FlavorQCD+: 1.12881754e+03 + FlavorQCD-: -1.10121419e+03 + RelativeJEREC1+: 4.42980594e-02 + RelativeJEREC1-: 4.42980594e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.044298059406866735 - RelativeJERHF-: 0.044298059406866735 - RelativePtBB+: 98.44308109051451 - RelativePtBB-: -110.8911277422943 - RelativePtEC1+: 0.044298059406866735 - RelativePtEC1-: 0.044298059406866735 + RelativeJERHF+: 4.42980594e-02 + RelativeJERHF-: 4.42980594e-02 + RelativePtBB+: 9.84430811e+01 + RelativePtBB-: -1.10891128e+02 + RelativePtEC1+: 4.42980594e-02 + 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- art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -15319,58 +15319,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 960.7153941588078 - Unfolding-: -1004.9388011915152 + Unfolding+: 9.60715394e+02 + Unfolding-: -1.00493880e+03 AbsoluteStat+: 0.0 - AbsoluteStat-: 42.64763046027724 - AbsoluteScale+: 128.19704889251395 - AbsoluteScale-: -82.270786531536 - AbsoluteMPFBias+: 319.47599218455593 - AbsoluteMPFBias-: -482.13679966117957 - Fragmentation+: 94.80075185746968 - Fragmentation-: -50.85691808761309 + AbsoluteStat-: 4.26476305e+01 + AbsoluteScale+: 1.28197049e+02 + AbsoluteScale-: -8.22707865e+01 + AbsoluteMPFBias+: 3.19475992e+02 + AbsoluteMPFBias-: -4.82136800e+02 + Fragmentation+: 9.48007519e+01 + Fragmentation-: -5.08569181e+01 SinglePionECAL+: 0.0 - SinglePionECAL-: 31.51553144859582 + SinglePionECAL-: 3.15155314e+01 SinglePionHCAL+: 0.0 - SinglePionHCAL-: 105.27204133877733 - FlavorQCD+: 931.7414378270344 - FlavorQCD-: -1063.3950288784267 - RelativeJEREC1+: 0.04241888869976324 - RelativeJEREC1-: 0.04241888869976324 + SinglePionHCAL-: 1.05272041e+02 + FlavorQCD+: 9.31741438e+02 + FlavorQCD-: -1.06339503e+03 + RelativeJEREC1+: 4.24188887e-02 + RelativeJEREC1-: 4.24188887e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.04241888869976324 - RelativeJERHF-: 0.04241888869976324 - RelativePtBB+: 103.64543326401107 - RelativePtBB-: -163.0166279929787 - RelativePtEC1+: 0.04241888869976324 - RelativePtEC1-: 0.04241888869976324 + RelativeJERHF+: 4.24188887e-02 + RelativeJERHF-: 4.24188887e-02 + RelativePtBB+: 1.03645433e+02 + RelativePtBB-: -1.63016628e+02 + RelativePtEC1+: 4.24188887e-02 + RelativePtEC1-: 4.24188887e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.04241888869976324 - RelativePtHF-: 0.04241888869976324 - RelativeFSR+: 25.14380263072245 - RelativeFSR-: -21.98970791074605 + RelativePtHF+: 4.24188887e-02 + RelativePtHF-: 4.24188887e-02 + RelativeFSR+: 2.51438026e+01 + RelativeFSR-: -2.19897079e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.04241888869976324 - RelativeStatHF-: 0.04241888869976324 - PileUpDataMC+: 1.4118449773947563 - PileUpDataMC-: -1.4799591905255924 - PileUpPtRef+: -2.3237621293105772 - PileUpPtRef-: 0.7906840188433999 - PileUpPtBB+: -0.08483777739952648 - PileUpPtBB-: 17.76306849147066 + RelativeStatHF+: 4.24188887e-02 + RelativeStatHF-: 4.24188887e-02 + PileUpDataMC+: 1.41184498e+00 + PileUpDataMC-: -1.47995919e+00 + PileUpPtRef+: -2.32376213e+00 + PileUpPtRef-: 7.90684019e-01 + PileUpPtBB+: -8.48377774e-02 + PileUpPtBB-: 1.77630685e+01 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 253903.35417054212 - RelativeStatFSR-: -253903.35417054212 - luminosity_uncertainty: 934.5258000000001 - uncorrelated_uncertainty: 359.43300000000005 + RelativeStatFSR+: 2.53903354e+05 + RelativeStatFSR-: -2.53903354e+05 + luminosity_uncertainty: 9.34525800e+02 + uncorrelated_uncertainty: 3.59433000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -15610,58 +15610,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 960.7153941588078 - Unfolding-: -1004.9388011915152 + Unfolding+: 9.60715394e+02 + Unfolding-: -1.00493880e+03 AbsoluteStat+: 0.0 - AbsoluteStat-: 42.64763046027724 - AbsoluteScale+: 128.19704889251395 - AbsoluteScale-: -82.270786531536 - AbsoluteMPFBias+: 319.47599218455593 - AbsoluteMPFBias-: -482.13679966117957 - Fragmentation+: 94.80075185746968 - Fragmentation-: -50.85691808761309 + AbsoluteStat-: 4.26476305e+01 + AbsoluteScale+: 1.28197049e+02 + AbsoluteScale-: -8.22707865e+01 + AbsoluteMPFBias+: 3.19475992e+02 + AbsoluteMPFBias-: -4.82136800e+02 + Fragmentation+: 9.48007519e+01 + Fragmentation-: -5.08569181e+01 SinglePionECAL+: 0.0 - SinglePionECAL-: 31.51553144859582 + SinglePionECAL-: 3.15155314e+01 SinglePionHCAL+: 0.0 - SinglePionHCAL-: 105.27204133877733 - FlavorQCD+: 931.7414378270344 - FlavorQCD-: -1063.3950288784267 - RelativeJEREC1+: 0.04241888869976324 - RelativeJEREC1-: 0.04241888869976324 + SinglePionHCAL-: 1.05272041e+02 + FlavorQCD+: 9.31741438e+02 + FlavorQCD-: -1.06339503e+03 + RelativeJEREC1+: 4.24188887e-02 + RelativeJEREC1-: 4.24188887e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.04241888869976324 - RelativeJERHF-: 0.04241888869976324 - RelativePtBB+: 103.64543326401107 - RelativePtBB-: -163.0166279929787 - RelativePtEC1+: 0.04241888869976324 - RelativePtEC1-: 0.04241888869976324 + RelativeJERHF+: 4.24188887e-02 + RelativeJERHF-: 4.24188887e-02 + RelativePtBB+: 1.03645433e+02 + RelativePtBB-: -1.63016628e+02 + RelativePtEC1+: 4.24188887e-02 + RelativePtEC1-: 4.24188887e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.04241888869976324 - RelativePtHF-: 0.04241888869976324 - RelativeFSR+: 25.14380263072245 - RelativeFSR-: -21.98970791074605 + RelativePtHF+: 4.24188887e-02 + RelativePtHF-: 4.24188887e-02 + RelativeFSR+: 2.51438026e+01 + RelativeFSR-: -2.19897079e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.04241888869976324 - RelativeStatHF-: 0.04241888869976324 - PileUpDataMC+: 1.4118449773947563 - PileUpDataMC-: -1.4799591905255924 - PileUpPtRef+: -2.3237621293105772 - PileUpPtRef-: 0.7906840188433999 - PileUpPtBB+: -0.08483777739952648 - PileUpPtBB-: 17.76306849147066 + RelativeStatHF+: 4.24188887e-02 + RelativeStatHF-: 4.24188887e-02 + PileUpDataMC+: 1.41184498e+00 + PileUpDataMC-: -1.47995919e+00 + PileUpPtRef+: -2.32376213e+00 + PileUpPtRef-: 7.90684019e-01 + PileUpPtBB+: -8.48377774e-02 + PileUpPtBB-: 1.77630685e+01 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 253903.35417054212 - RelativeStatFSR-: -253903.35417054212 - luminosity_uncertainty: 934.5258000000001 - uncorrelated_uncertainty: 359.43300000000005 + RelativeStatFSR+: 2.53903354e+05 + RelativeStatFSR-: -2.53903354e+05 + luminosity_uncertainty: 9.34525800e+02 + uncorrelated_uncertainty: 3.59433000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -15901,58 +15901,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 960.7153941588078 - Unfolding-: -1004.9388011915152 + Unfolding+: 9.60715394e+02 + Unfolding-: -1.00493880e+03 AbsoluteStat+: 0.0 - AbsoluteStat-: 42.64763046027724 - AbsoluteScale+: 128.19704889251395 - AbsoluteScale-: -82.270786531536 - AbsoluteMPFBias+: 319.47599218455593 - AbsoluteMPFBias-: -482.13679966117957 - Fragmentation+: 94.80075185746968 - Fragmentation-: -50.85691808761309 + AbsoluteStat-: 4.26476305e+01 + AbsoluteScale+: 1.28197049e+02 + AbsoluteScale-: -8.22707865e+01 + AbsoluteMPFBias+: 3.19475992e+02 + AbsoluteMPFBias-: -4.82136800e+02 + Fragmentation+: 9.48007519e+01 + Fragmentation-: -5.08569181e+01 SinglePionECAL+: 0.0 - SinglePionECAL-: 31.51553144859582 + SinglePionECAL-: 3.15155314e+01 SinglePionHCAL+: 0.0 - SinglePionHCAL-: 105.27204133877733 - FlavorQCD+: 931.7414378270344 - FlavorQCD-: -1063.3950288784267 - RelativeJEREC1+: 0.04241888869976324 - RelativeJEREC1-: 0.04241888869976324 + SinglePionHCAL-: 1.05272041e+02 + FlavorQCD+: 9.31741438e+02 + FlavorQCD-: -1.06339503e+03 + RelativeJEREC1+: 4.24188887e-02 + RelativeJEREC1-: 4.24188887e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.04241888869976324 - RelativeJERHF-: 0.04241888869976324 - RelativePtBB+: 103.64543326401107 - RelativePtBB-: -163.0166279929787 - RelativePtEC1+: 0.04241888869976324 - RelativePtEC1-: 0.04241888869976324 + RelativeJERHF+: 4.24188887e-02 + RelativeJERHF-: 4.24188887e-02 + RelativePtBB+: 1.03645433e+02 + RelativePtBB-: -1.63016628e+02 + RelativePtEC1+: 4.24188887e-02 + RelativePtEC1-: 4.24188887e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.04241888869976324 - RelativePtHF-: 0.04241888869976324 - RelativeFSR+: 25.14380263072245 - RelativeFSR-: -21.98970791074605 + RelativePtHF+: 4.24188887e-02 + RelativePtHF-: 4.24188887e-02 + RelativeFSR+: 2.51438026e+01 + RelativeFSR-: -2.19897079e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.04241888869976324 - RelativeStatHF-: 0.04241888869976324 - PileUpDataMC+: 1.4118449773947563 - PileUpDataMC-: -1.4799591905255924 - PileUpPtRef+: -2.3237621293105772 - PileUpPtRef-: 0.7906840188433999 - PileUpPtBB+: -0.08483777739952648 - PileUpPtBB-: 17.76306849147066 + RelativeStatHF+: 4.24188887e-02 + RelativeStatHF-: 4.24188887e-02 + PileUpDataMC+: 1.41184498e+00 + PileUpDataMC-: -1.47995919e+00 + PileUpPtRef+: -2.32376213e+00 + PileUpPtRef-: 7.90684019e-01 + PileUpPtBB+: -8.48377774e-02 + PileUpPtBB-: 1.77630685e+01 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 253903.35417054212 - RelativeStatFSR-: -253903.35417054212 - luminosity_uncertainty: 934.5258000000001 - uncorrelated_uncertainty: 359.43300000000005 + RelativeStatFSR+: 2.53903354e+05 + RelativeStatFSR-: -2.53903354e+05 + luminosity_uncertainty: 9.34525800e+02 + uncorrelated_uncertainty: 3.59433000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -16192,58 +16192,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 960.7153941588078 - Unfolding-: -1004.9388011915152 + Unfolding+: 9.60715394e+02 + Unfolding-: -1.00493880e+03 AbsoluteStat+: 0.0 - AbsoluteStat-: 42.64763046027724 - AbsoluteScale+: 128.19704889251395 - AbsoluteScale-: -82.270786531536 - AbsoluteMPFBias+: 319.47599218455593 - AbsoluteMPFBias-: -482.13679966117957 - Fragmentation+: 94.80075185746968 - Fragmentation-: -50.85691808761309 + AbsoluteStat-: 4.26476305e+01 + AbsoluteScale+: 1.28197049e+02 + AbsoluteScale-: -8.22707865e+01 + AbsoluteMPFBias+: 3.19475992e+02 + AbsoluteMPFBias-: -4.82136800e+02 + Fragmentation+: 9.48007519e+01 + Fragmentation-: -5.08569181e+01 SinglePionECAL+: 0.0 - SinglePionECAL-: 31.51553144859582 + SinglePionECAL-: 3.15155314e+01 SinglePionHCAL+: 0.0 - SinglePionHCAL-: 105.27204133877733 - FlavorQCD+: 931.7414378270344 - FlavorQCD-: -1063.3950288784267 - RelativeJEREC1+: 0.04241888869976324 - RelativeJEREC1-: 0.04241888869976324 + SinglePionHCAL-: 1.05272041e+02 + FlavorQCD+: 9.31741438e+02 + FlavorQCD-: -1.06339503e+03 + RelativeJEREC1+: 4.24188887e-02 + RelativeJEREC1-: 4.24188887e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.04241888869976324 - RelativeJERHF-: 0.04241888869976324 - RelativePtBB+: 103.64543326401107 - RelativePtBB-: -163.0166279929787 - RelativePtEC1+: 0.04241888869976324 - RelativePtEC1-: 0.04241888869976324 + RelativeJERHF+: 4.24188887e-02 + RelativeJERHF-: 4.24188887e-02 + RelativePtBB+: 1.03645433e+02 + RelativePtBB-: -1.63016628e+02 + RelativePtEC1+: 4.24188887e-02 + RelativePtEC1-: 4.24188887e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.04241888869976324 - RelativePtHF-: 0.04241888869976324 - RelativeFSR+: 25.14380263072245 - RelativeFSR-: -21.98970791074605 + RelativePtHF+: 4.24188887e-02 + RelativePtHF-: 4.24188887e-02 + RelativeFSR+: 2.51438026e+01 + RelativeFSR-: -2.19897079e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.04241888869976324 - RelativeStatHF-: 0.04241888869976324 - PileUpDataMC+: 1.4118449773947563 - PileUpDataMC-: -1.4799591905255924 - PileUpPtRef+: -2.3237621293105772 - PileUpPtRef-: 0.7906840188433999 - PileUpPtBB+: -0.08483777739952648 - PileUpPtBB-: 17.76306849147066 + RelativeStatHF+: 4.24188887e-02 + RelativeStatHF-: 4.24188887e-02 + PileUpDataMC+: 1.41184498e+00 + PileUpDataMC-: -1.47995919e+00 + PileUpPtRef+: -2.32376213e+00 + PileUpPtRef-: 7.90684019e-01 + PileUpPtBB+: -8.48377774e-02 + PileUpPtBB-: 1.77630685e+01 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 253903.35417054212 - RelativeStatFSR-: -253903.35417054212 - luminosity_uncertainty: 934.5258000000001 - uncorrelated_uncertainty: 359.43300000000005 + RelativeStatFSR+: 2.53903354e+05 + RelativeStatFSR-: -2.53903354e+05 + luminosity_uncertainty: 9.34525800e+02 + uncorrelated_uncertainty: 3.59433000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -16483,58 +16483,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 960.7153941588078 - Unfolding-: -1004.9388011915152 + Unfolding+: 9.60715394e+02 + Unfolding-: -1.00493880e+03 AbsoluteStat+: 0.0 - AbsoluteStat-: 42.64763046027724 - AbsoluteScale+: 128.19704889251395 - AbsoluteScale-: -82.270786531536 - AbsoluteMPFBias+: 319.47599218455593 - AbsoluteMPFBias-: -482.13679966117957 - Fragmentation+: 94.80075185746968 - Fragmentation-: -50.85691808761309 + AbsoluteStat-: 4.26476305e+01 + AbsoluteScale+: 1.28197049e+02 + AbsoluteScale-: -8.22707865e+01 + AbsoluteMPFBias+: 3.19475992e+02 + AbsoluteMPFBias-: -4.82136800e+02 + Fragmentation+: 9.48007519e+01 + Fragmentation-: -5.08569181e+01 SinglePionECAL+: 0.0 - SinglePionECAL-: 31.51553144859582 + SinglePionECAL-: 3.15155314e+01 SinglePionHCAL+: 0.0 - SinglePionHCAL-: 105.27204133877733 - FlavorQCD+: 931.7414378270344 - FlavorQCD-: -1063.3950288784267 - RelativeJEREC1+: 0.04241888869976324 - RelativeJEREC1-: 0.04241888869976324 + SinglePionHCAL-: 1.05272041e+02 + FlavorQCD+: 9.31741438e+02 + FlavorQCD-: -1.06339503e+03 + RelativeJEREC1+: 4.24188887e-02 + RelativeJEREC1-: 4.24188887e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.04241888869976324 - RelativeJERHF-: 0.04241888869976324 - RelativePtBB+: 103.64543326401107 - RelativePtBB-: -163.0166279929787 - RelativePtEC1+: 0.04241888869976324 - RelativePtEC1-: 0.04241888869976324 + RelativeJERHF+: 4.24188887e-02 + RelativeJERHF-: 4.24188887e-02 + RelativePtBB+: 1.03645433e+02 + RelativePtBB-: -1.63016628e+02 + RelativePtEC1+: 4.24188887e-02 + RelativePtEC1-: 4.24188887e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.04241888869976324 - RelativePtHF-: 0.04241888869976324 - RelativeFSR+: 25.14380263072245 - RelativeFSR-: -21.98970791074605 + RelativePtHF+: 4.24188887e-02 + RelativePtHF-: 4.24188887e-02 + RelativeFSR+: 2.51438026e+01 + RelativeFSR-: -2.19897079e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 0.04241888869976324 - RelativeStatHF-: 0.04241888869976324 - PileUpDataMC+: 1.4118449773947563 - PileUpDataMC-: -1.4799591905255924 - PileUpPtRef+: -2.3237621293105772 - PileUpPtRef-: 0.7906840188433999 - PileUpPtBB+: -0.08483777739952648 - PileUpPtBB-: 17.76306849147066 + RelativeStatHF+: 4.24188887e-02 + RelativeStatHF-: 4.24188887e-02 + PileUpDataMC+: 1.41184498e+00 + PileUpDataMC-: -1.47995919e+00 + PileUpPtRef+: -2.32376213e+00 + PileUpPtRef-: 7.90684019e-01 + PileUpPtBB+: -8.48377774e-02 + PileUpPtBB-: 1.77630685e+01 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 253903.35417054212 - RelativeStatFSR-: -253903.35417054212 - luminosity_uncertainty: 934.5258000000001 - uncorrelated_uncertainty: 359.43300000000005 + RelativeStatFSR+: 2.53903354e+05 + RelativeStatFSR-: -2.53903354e+05 + luminosity_uncertainty: 9.34525800e+02 + uncorrelated_uncertainty: 3.59433000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -16774,58 +16774,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 960.7153941588078 - Unfolding-: -1004.9388011915152 + Unfolding+: 9.60715394e+02 + Unfolding-: -1.00493880e+03 AbsoluteStat+: 0.0 - AbsoluteStat-: 42.64763046027724 - AbsoluteScale+: 128.19704889251395 - AbsoluteScale-: -82.270786531536 - AbsoluteMPFBias+: 319.47599218455593 - AbsoluteMPFBias-: -482.13679966117957 - Fragmentation+: 94.80075185746968 - Fragmentation-: -50.85691808761309 + AbsoluteStat-: 4.26476305e+01 + AbsoluteScale+: 1.28197049e+02 + AbsoluteScale-: -8.22707865e+01 + AbsoluteMPFBias+: 3.19475992e+02 + AbsoluteMPFBias-: -4.82136800e+02 + Fragmentation+: 9.48007519e+01 + Fragmentation-: -5.08569181e+01 SinglePionECAL+: 0.0 - SinglePionECAL-: 31.51553144859582 + SinglePionECAL-: 3.15155314e+01 SinglePionHCAL+: 0.0 - SinglePionHCAL-: 105.27204133877733 - FlavorQCD+: 931.7414378270344 - FlavorQCD-: -1063.3950288784267 - RelativeJEREC1+: 0.04241888869976324 - RelativeJEREC1-: 0.04241888869976324 + SinglePionHCAL-: 1.05272041e+02 + FlavorQCD+: 9.31741438e+02 + FlavorQCD-: -1.06339503e+03 + RelativeJEREC1+: 4.24188887e-02 + RelativeJEREC1-: 4.24188887e-02 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 0.04241888869976324 - RelativeJERHF-: 0.04241888869976324 - RelativePtBB+: 103.64543326401107 - RelativePtBB-: -163.0166279929787 - RelativePtEC1+: 0.04241888869976324 - RelativePtEC1-: 0.04241888869976324 + RelativeJERHF+: 4.24188887e-02 + RelativeJERHF-: 4.24188887e-02 + RelativePtBB+: 1.03645433e+02 + RelativePtBB-: -1.63016628e+02 + RelativePtEC1+: 4.24188887e-02 + RelativePtEC1-: 4.24188887e-02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 0.04241888869976324 - 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-2.19013394e+00 + PileUpPtEC1-: 2.32497602e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 233057.49977883993 - RelativeStatFSR-: -233057.49977883993 - luminosity_uncertainty: 857.7998000000001 + RelativeStatFSR+: 2.33057500e+05 + RelativeStatFSR-: -2.33057500e+05 + luminosity_uncertainty: 8.57799800e+02 uncorrelated_uncertainty: 329.923 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -28705,57 +28705,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 1030.445421945081 - Unfolding-: -1115.829851293485 - AbsoluteStat+: 36.30004701260009 + Unfolding+: 1.03044542e+03 + Unfolding-: -1.11582985e+03 + AbsoluteStat+: 3.63000470e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 140.53437223901219 - AbsoluteScale-: -110.13658222781815 - AbsoluteMPFBias+: 557.3316986703188 - AbsoluteMPFBias-: -310.5100422478838 - Fragmentation+: 54.520057756070955 - Fragmentation-: -36.533337803169495 - SinglePionECAL+: -21.147810165116955 - SinglePionECAL-: 3.5740149115233506 - SinglePionHCAL+: -224.9156511879675 - SinglePionHCAL-: 57.926103298384334 - FlavorQCD+: 1002.9171086578908 - FlavorQCD-: -919.865587215181 - RelativeJEREC1+: 14.046438500184134 - RelativeJEREC1-: -13.582189826951012 + AbsoluteScale+: 1.40534372e+02 + AbsoluteScale-: -1.10136582e+02 + AbsoluteMPFBias+: 5.57331699e+02 + AbsoluteMPFBias-: -3.10510042e+02 + Fragmentation+: 5.45200578e+01 + Fragmentation-: -3.65333378e+01 + SinglePionECAL+: -2.11478102e+01 + SinglePionECAL-: 3.57401491e+00 + SinglePionHCAL+: -2.24915651e+02 + SinglePionHCAL-: 5.79261033e+01 + FlavorQCD+: 1.00291711e+03 + FlavorQCD-: -9.19865587e+02 + RelativeJEREC1+: 1.40464385e+01 + RelativeJEREC1-: -1.35821898e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 RelativeJERHF+: 0.0 RelativeJERHF-: 0.0 - RelativePtBB+: -205.87912267750374 - RelativePtBB-: 191.97499155956694 - RelativePtEC1+: -333.60583051425533 - RelativePtEC1-: 352.5023845503774 + RelativePtBB+: -2.05879123e+02 + RelativePtBB-: 1.91974992e+02 + RelativePtEC1+: -3.33605831e+02 + RelativePtEC1-: 3.52502385e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 RelativePtHF+: 0.0 RelativePtHF-: 0.0 - RelativeFSR+: 44.53521191970024 - RelativeFSR-: -74.55973666598322 + RelativeFSR+: 4.45352119e+01 + RelativeFSR-: -7.45597367e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 RelativeStatHF+: 0.0 RelativeStatHF-: 0.0 - PileUpDataMC+: 2.238658426304052 - PileUpDataMC-: -45.25841337046541 - PileUpPtRef+: -4.731137232747621 - PileUpPtRef-: 1.1179294684086094 - PileUpPtBB+: -3.595011082674598 + PileUpDataMC+: 2.23865843e+00 + PileUpDataMC-: -4.52584134e+01 + PileUpPtRef+: -4.73113723e+00 + PileUpPtRef-: 1.11792947e+00 + PileUpPtBB+: -3.59501108e+00 PileUpPtBB-: 0.0 - PileUpPtEC1+: -2.1901339418656147 - PileUpPtEC1-: 2.3249760188147333 + PileUpPtEC1+: -2.19013394e+00 + PileUpPtEC1-: 2.32497602e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 233057.49977883993 - RelativeStatFSR-: -233057.49977883993 - luminosity_uncertainty: 857.7998000000001 + RelativeStatFSR+: 2.33057500e+05 + RelativeStatFSR-: -2.33057500e+05 + luminosity_uncertainty: 8.57799800e+02 uncorrelated_uncertainty: 329.923 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -28996,57 +28996,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 1030.445421945081 - Unfolding-: -1115.829851293485 - AbsoluteStat+: 36.30004701260009 + Unfolding+: 1.03044542e+03 + Unfolding-: -1.11582985e+03 + AbsoluteStat+: 3.63000470e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 140.53437223901219 - AbsoluteScale-: -110.13658222781815 - AbsoluteMPFBias+: 557.3316986703188 - AbsoluteMPFBias-: -310.5100422478838 - Fragmentation+: 54.520057756070955 - Fragmentation-: -36.533337803169495 - SinglePionECAL+: -21.147810165116955 - SinglePionECAL-: 3.5740149115233506 - SinglePionHCAL+: -224.9156511879675 - SinglePionHCAL-: 57.926103298384334 - FlavorQCD+: 1002.9171086578908 - FlavorQCD-: -919.865587215181 - RelativeJEREC1+: 14.046438500184134 - RelativeJEREC1-: -13.582189826951012 + AbsoluteScale+: 1.40534372e+02 + AbsoluteScale-: -1.10136582e+02 + AbsoluteMPFBias+: 5.57331699e+02 + AbsoluteMPFBias-: -3.10510042e+02 + Fragmentation+: 5.45200578e+01 + Fragmentation-: -3.65333378e+01 + SinglePionECAL+: -2.11478102e+01 + SinglePionECAL-: 3.57401491e+00 + SinglePionHCAL+: -2.24915651e+02 + SinglePionHCAL-: 5.79261033e+01 + FlavorQCD+: 1.00291711e+03 + FlavorQCD-: -9.19865587e+02 + RelativeJEREC1+: 1.40464385e+01 + RelativeJEREC1-: -1.35821898e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 RelativeJERHF+: 0.0 RelativeJERHF-: 0.0 - RelativePtBB+: -205.87912267750374 - RelativePtBB-: 191.97499155956694 - RelativePtEC1+: -333.60583051425533 - RelativePtEC1-: 352.5023845503774 + RelativePtBB+: -2.05879123e+02 + RelativePtBB-: 1.91974992e+02 + RelativePtEC1+: -3.33605831e+02 + RelativePtEC1-: 3.52502385e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 RelativePtHF+: 0.0 RelativePtHF-: 0.0 - RelativeFSR+: 44.53521191970024 - RelativeFSR-: -74.55973666598322 + RelativeFSR+: 4.45352119e+01 + RelativeFSR-: -7.45597367e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 RelativeStatHF+: 0.0 RelativeStatHF-: 0.0 - PileUpDataMC+: 2.238658426304052 - PileUpDataMC-: -45.25841337046541 - PileUpPtRef+: -4.731137232747621 - PileUpPtRef-: 1.1179294684086094 - PileUpPtBB+: -3.595011082674598 + PileUpDataMC+: 2.23865843e+00 + PileUpDataMC-: -4.52584134e+01 + PileUpPtRef+: -4.73113723e+00 + PileUpPtRef-: 1.11792947e+00 + PileUpPtBB+: -3.59501108e+00 PileUpPtBB-: 0.0 - PileUpPtEC1+: -2.1901339418656147 - PileUpPtEC1-: 2.3249760188147333 + PileUpPtEC1+: -2.19013394e+00 + PileUpPtEC1-: 2.32497602e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 233057.49977883993 - RelativeStatFSR-: -233057.49977883993 - luminosity_uncertainty: 857.7998000000001 + RelativeStatFSR+: 2.33057500e+05 + RelativeStatFSR-: -2.33057500e+05 + luminosity_uncertainty: 8.57799800e+02 uncorrelated_uncertainty: 329.923 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -29287,57 +29287,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 1030.445421945081 - Unfolding-: -1115.829851293485 - AbsoluteStat+: 36.30004701260009 + Unfolding+: 1.03044542e+03 + Unfolding-: -1.11582985e+03 + AbsoluteStat+: 3.63000470e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 140.53437223901219 - AbsoluteScale-: -110.13658222781815 - AbsoluteMPFBias+: 557.3316986703188 - AbsoluteMPFBias-: -310.5100422478838 - Fragmentation+: 54.520057756070955 - Fragmentation-: -36.533337803169495 - SinglePionECAL+: -21.147810165116955 - SinglePionECAL-: 3.5740149115233506 - SinglePionHCAL+: -224.9156511879675 - SinglePionHCAL-: 57.926103298384334 - FlavorQCD+: 1002.9171086578908 - FlavorQCD-: -919.865587215181 - RelativeJEREC1+: 14.046438500184134 - RelativeJEREC1-: -13.582189826951012 + AbsoluteScale+: 1.40534372e+02 + AbsoluteScale-: -1.10136582e+02 + AbsoluteMPFBias+: 5.57331699e+02 + AbsoluteMPFBias-: -3.10510042e+02 + Fragmentation+: 5.45200578e+01 + Fragmentation-: -3.65333378e+01 + SinglePionECAL+: -2.11478102e+01 + SinglePionECAL-: 3.57401491e+00 + SinglePionHCAL+: -2.24915651e+02 + SinglePionHCAL-: 5.79261033e+01 + FlavorQCD+: 1.00291711e+03 + FlavorQCD-: -9.19865587e+02 + RelativeJEREC1+: 1.40464385e+01 + RelativeJEREC1-: -1.35821898e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 RelativeJERHF+: 0.0 RelativeJERHF-: 0.0 - RelativePtBB+: -205.87912267750374 - RelativePtBB-: 191.97499155956694 - RelativePtEC1+: -333.60583051425533 - RelativePtEC1-: 352.5023845503774 + RelativePtBB+: -2.05879123e+02 + RelativePtBB-: 1.91974992e+02 + RelativePtEC1+: -3.33605831e+02 + RelativePtEC1-: 3.52502385e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 RelativePtHF+: 0.0 RelativePtHF-: 0.0 - RelativeFSR+: 44.53521191970024 - RelativeFSR-: -74.55973666598322 + RelativeFSR+: 4.45352119e+01 + RelativeFSR-: -7.45597367e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 RelativeStatHF+: 0.0 RelativeStatHF-: 0.0 - PileUpDataMC+: 2.238658426304052 - PileUpDataMC-: -45.25841337046541 - PileUpPtRef+: -4.731137232747621 - PileUpPtRef-: 1.1179294684086094 - PileUpPtBB+: -3.595011082674598 + PileUpDataMC+: 2.23865843e+00 + PileUpDataMC-: -4.52584134e+01 + PileUpPtRef+: -4.73113723e+00 + PileUpPtRef-: 1.11792947e+00 + PileUpPtBB+: -3.59501108e+00 PileUpPtBB-: 0.0 - PileUpPtEC1+: -2.1901339418656147 - PileUpPtEC1-: 2.3249760188147333 + PileUpPtEC1+: -2.19013394e+00 + PileUpPtEC1-: 2.32497602e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 233057.49977883993 - RelativeStatFSR-: -233057.49977883993 - luminosity_uncertainty: 857.7998000000001 + RelativeStatFSR+: 2.33057500e+05 + RelativeStatFSR-: -2.33057500e+05 + luminosity_uncertainty: 8.57799800e+02 uncorrelated_uncertainty: 329.923 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -29578,57 +29578,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 1030.445421945081 - Unfolding-: -1115.829851293485 - AbsoluteStat+: 36.30004701260009 + Unfolding+: 1.03044542e+03 + Unfolding-: -1.11582985e+03 + AbsoluteStat+: 3.63000470e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 140.53437223901219 - AbsoluteScale-: -110.13658222781815 - AbsoluteMPFBias+: 557.3316986703188 - AbsoluteMPFBias-: -310.5100422478838 - Fragmentation+: 54.520057756070955 - Fragmentation-: -36.533337803169495 - SinglePionECAL+: -21.147810165116955 - SinglePionECAL-: 3.5740149115233506 - SinglePionHCAL+: -224.9156511879675 - SinglePionHCAL-: 57.926103298384334 - FlavorQCD+: 1002.9171086578908 - FlavorQCD-: -919.865587215181 - RelativeJEREC1+: 14.046438500184134 - RelativeJEREC1-: -13.582189826951012 + AbsoluteScale+: 1.40534372e+02 + AbsoluteScale-: -1.10136582e+02 + AbsoluteMPFBias+: 5.57331699e+02 + AbsoluteMPFBias-: -3.10510042e+02 + Fragmentation+: 5.45200578e+01 + Fragmentation-: -3.65333378e+01 + SinglePionECAL+: -2.11478102e+01 + SinglePionECAL-: 3.57401491e+00 + SinglePionHCAL+: -2.24915651e+02 + SinglePionHCAL-: 5.79261033e+01 + FlavorQCD+: 1.00291711e+03 + FlavorQCD-: -9.19865587e+02 + RelativeJEREC1+: 1.40464385e+01 + RelativeJEREC1-: -1.35821898e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 RelativeJERHF+: 0.0 RelativeJERHF-: 0.0 - RelativePtBB+: -205.87912267750374 - RelativePtBB-: 191.97499155956694 - RelativePtEC1+: -333.60583051425533 - RelativePtEC1-: 352.5023845503774 + RelativePtBB+: -2.05879123e+02 + RelativePtBB-: 1.91974992e+02 + RelativePtEC1+: -3.33605831e+02 + RelativePtEC1-: 3.52502385e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 RelativePtHF+: 0.0 RelativePtHF-: 0.0 - RelativeFSR+: 44.53521191970024 - RelativeFSR-: -74.55973666598322 + RelativeFSR+: 4.45352119e+01 + RelativeFSR-: -7.45597367e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 RelativeStatHF+: 0.0 RelativeStatHF-: 0.0 - PileUpDataMC+: 2.238658426304052 - PileUpDataMC-: -45.25841337046541 - PileUpPtRef+: -4.731137232747621 - PileUpPtRef-: 1.1179294684086094 - PileUpPtBB+: -3.595011082674598 + PileUpDataMC+: 2.23865843e+00 + PileUpDataMC-: -4.52584134e+01 + PileUpPtRef+: -4.73113723e+00 + PileUpPtRef-: 1.11792947e+00 + PileUpPtBB+: -3.59501108e+00 PileUpPtBB-: 0.0 - PileUpPtEC1+: -2.1901339418656147 - PileUpPtEC1-: 2.3249760188147333 + PileUpPtEC1+: -2.19013394e+00 + PileUpPtEC1-: 2.32497602e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 233057.49977883993 - RelativeStatFSR-: -233057.49977883993 - luminosity_uncertainty: 857.7998000000001 + RelativeStatFSR+: 2.33057500e+05 + RelativeStatFSR-: -2.33057500e+05 + luminosity_uncertainty: 8.57799800e+02 uncorrelated_uncertainty: 329.923 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -29869,57 +29869,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 1030.445421945081 - Unfolding-: -1115.829851293485 - AbsoluteStat+: 36.30004701260009 + Unfolding+: 1.03044542e+03 + Unfolding-: -1.11582985e+03 + AbsoluteStat+: 3.63000470e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 140.53437223901219 - AbsoluteScale-: -110.13658222781815 - AbsoluteMPFBias+: 557.3316986703188 - AbsoluteMPFBias-: -310.5100422478838 - Fragmentation+: 54.520057756070955 - Fragmentation-: -36.533337803169495 - SinglePionECAL+: -21.147810165116955 - SinglePionECAL-: 3.5740149115233506 - SinglePionHCAL+: -224.9156511879675 - SinglePionHCAL-: 57.926103298384334 - FlavorQCD+: 1002.9171086578908 - FlavorQCD-: -919.865587215181 - RelativeJEREC1+: 14.046438500184134 - RelativeJEREC1-: -13.582189826951012 + AbsoluteScale+: 1.40534372e+02 + AbsoluteScale-: -1.10136582e+02 + AbsoluteMPFBias+: 5.57331699e+02 + AbsoluteMPFBias-: -3.10510042e+02 + Fragmentation+: 5.45200578e+01 + Fragmentation-: -3.65333378e+01 + SinglePionECAL+: -2.11478102e+01 + SinglePionECAL-: 3.57401491e+00 + SinglePionHCAL+: -2.24915651e+02 + SinglePionHCAL-: 5.79261033e+01 + FlavorQCD+: 1.00291711e+03 + FlavorQCD-: -9.19865587e+02 + RelativeJEREC1+: 1.40464385e+01 + RelativeJEREC1-: -1.35821898e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 RelativeJERHF+: 0.0 RelativeJERHF-: 0.0 - RelativePtBB+: -205.87912267750374 - RelativePtBB-: 191.97499155956694 - RelativePtEC1+: -333.60583051425533 - RelativePtEC1-: 352.5023845503774 + RelativePtBB+: -2.05879123e+02 + RelativePtBB-: 1.91974992e+02 + RelativePtEC1+: -3.33605831e+02 + RelativePtEC1-: 3.52502385e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 RelativePtHF+: 0.0 RelativePtHF-: 0.0 - RelativeFSR+: 44.53521191970024 - RelativeFSR-: -74.55973666598322 + RelativeFSR+: 4.45352119e+01 + RelativeFSR-: -7.45597367e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 RelativeStatHF+: 0.0 RelativeStatHF-: 0.0 - PileUpDataMC+: 2.238658426304052 - PileUpDataMC-: -45.25841337046541 - PileUpPtRef+: -4.731137232747621 - PileUpPtRef-: 1.1179294684086094 - PileUpPtBB+: -3.595011082674598 + PileUpDataMC+: 2.23865843e+00 + PileUpDataMC-: -4.52584134e+01 + PileUpPtRef+: -4.73113723e+00 + PileUpPtRef-: 1.11792947e+00 + PileUpPtBB+: -3.59501108e+00 PileUpPtBB-: 0.0 - PileUpPtEC1+: -2.1901339418656147 - PileUpPtEC1-: 2.3249760188147333 + PileUpPtEC1+: -2.19013394e+00 + PileUpPtEC1-: 2.32497602e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 233057.49977883993 - RelativeStatFSR-: -233057.49977883993 - luminosity_uncertainty: 857.7998000000001 + RelativeStatFSR+: 2.33057500e+05 + RelativeStatFSR-: -2.33057500e+05 + luminosity_uncertainty: 8.57799800e+02 uncorrelated_uncertainty: 329.923 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -30160,57 +30160,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 1030.445421945081 - Unfolding-: -1115.829851293485 - AbsoluteStat+: 36.30004701260009 + Unfolding+: 1.03044542e+03 + Unfolding-: -1.11582985e+03 + AbsoluteStat+: 3.63000470e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 140.53437223901219 - AbsoluteScale-: -110.13658222781815 - AbsoluteMPFBias+: 557.3316986703188 - AbsoluteMPFBias-: -310.5100422478838 - Fragmentation+: 54.520057756070955 - Fragmentation-: -36.533337803169495 - SinglePionECAL+: -21.147810165116955 - SinglePionECAL-: 3.5740149115233506 - SinglePionHCAL+: -224.9156511879675 - SinglePionHCAL-: 57.926103298384334 - FlavorQCD+: 1002.9171086578908 - FlavorQCD-: -919.865587215181 - RelativeJEREC1+: 14.046438500184134 - RelativeJEREC1-: -13.582189826951012 + AbsoluteScale+: 1.40534372e+02 + AbsoluteScale-: -1.10136582e+02 + AbsoluteMPFBias+: 5.57331699e+02 + AbsoluteMPFBias-: -3.10510042e+02 + Fragmentation+: 5.45200578e+01 + Fragmentation-: -3.65333378e+01 + SinglePionECAL+: -2.11478102e+01 + SinglePionECAL-: 3.57401491e+00 + SinglePionHCAL+: -2.24915651e+02 + SinglePionHCAL-: 5.79261033e+01 + FlavorQCD+: 1.00291711e+03 + FlavorQCD-: -9.19865587e+02 + RelativeJEREC1+: 1.40464385e+01 + RelativeJEREC1-: -1.35821898e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 RelativeJERHF+: 0.0 RelativeJERHF-: 0.0 - RelativePtBB+: -205.87912267750374 - RelativePtBB-: 191.97499155956694 - RelativePtEC1+: -333.60583051425533 - RelativePtEC1-: 352.5023845503774 + RelativePtBB+: -2.05879123e+02 + RelativePtBB-: 1.91974992e+02 + RelativePtEC1+: -3.33605831e+02 + RelativePtEC1-: 3.52502385e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 RelativePtHF+: 0.0 RelativePtHF-: 0.0 - RelativeFSR+: 44.53521191970024 - RelativeFSR-: -74.55973666598322 + RelativeFSR+: 4.45352119e+01 + RelativeFSR-: -7.45597367e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 RelativeStatHF+: 0.0 RelativeStatHF-: 0.0 - PileUpDataMC+: 2.238658426304052 - PileUpDataMC-: -45.25841337046541 - PileUpPtRef+: -4.731137232747621 - PileUpPtRef-: 1.1179294684086094 - PileUpPtBB+: -3.595011082674598 + PileUpDataMC+: 2.23865843e+00 + PileUpDataMC-: -4.52584134e+01 + PileUpPtRef+: -4.73113723e+00 + PileUpPtRef-: 1.11792947e+00 + PileUpPtBB+: -3.59501108e+00 PileUpPtBB-: 0.0 - PileUpPtEC1+: -2.1901339418656147 - PileUpPtEC1-: 2.3249760188147333 + PileUpPtEC1+: -2.19013394e+00 + PileUpPtEC1-: 2.32497602e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 233057.49977883993 - RelativeStatFSR-: -233057.49977883993 - luminosity_uncertainty: 857.7998000000001 + RelativeStatFSR+: 2.33057500e+05 + RelativeStatFSR-: -2.33057500e+05 + luminosity_uncertainty: 8.57799800e+02 uncorrelated_uncertainty: 329.923 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -30451,57 +30451,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 1030.445421945081 - Unfolding-: -1115.829851293485 - AbsoluteStat+: 36.30004701260009 + Unfolding+: 1.03044542e+03 + Unfolding-: -1.11582985e+03 + AbsoluteStat+: 3.63000470e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 140.53437223901219 - AbsoluteScale-: -110.13658222781815 - AbsoluteMPFBias+: 557.3316986703188 - AbsoluteMPFBias-: -310.5100422478838 - Fragmentation+: 54.520057756070955 - Fragmentation-: -36.533337803169495 - SinglePionECAL+: -21.147810165116955 - SinglePionECAL-: 3.5740149115233506 - SinglePionHCAL+: -224.9156511879675 - SinglePionHCAL-: 57.926103298384334 - FlavorQCD+: 1002.9171086578908 - FlavorQCD-: -919.865587215181 - RelativeJEREC1+: 14.046438500184134 - RelativeJEREC1-: -13.582189826951012 + AbsoluteScale+: 1.40534372e+02 + AbsoluteScale-: -1.10136582e+02 + AbsoluteMPFBias+: 5.57331699e+02 + AbsoluteMPFBias-: -3.10510042e+02 + Fragmentation+: 5.45200578e+01 + Fragmentation-: -3.65333378e+01 + SinglePionECAL+: -2.11478102e+01 + SinglePionECAL-: 3.57401491e+00 + SinglePionHCAL+: -2.24915651e+02 + SinglePionHCAL-: 5.79261033e+01 + FlavorQCD+: 1.00291711e+03 + FlavorQCD-: -9.19865587e+02 + RelativeJEREC1+: 1.40464385e+01 + RelativeJEREC1-: -1.35821898e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 RelativeJERHF+: 0.0 RelativeJERHF-: 0.0 - RelativePtBB+: -205.87912267750374 - RelativePtBB-: 191.97499155956694 - RelativePtEC1+: -333.60583051425533 - RelativePtEC1-: 352.5023845503774 + RelativePtBB+: -2.05879123e+02 + RelativePtBB-: 1.91974992e+02 + RelativePtEC1+: -3.33605831e+02 + RelativePtEC1-: 3.52502385e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 RelativePtHF+: 0.0 RelativePtHF-: 0.0 - RelativeFSR+: 44.53521191970024 - RelativeFSR-: -74.55973666598322 + RelativeFSR+: 4.45352119e+01 + RelativeFSR-: -7.45597367e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 RelativeStatHF+: 0.0 RelativeStatHF-: 0.0 - PileUpDataMC+: 2.238658426304052 - PileUpDataMC-: -45.25841337046541 - PileUpPtRef+: -4.731137232747621 - PileUpPtRef-: 1.1179294684086094 - PileUpPtBB+: -3.595011082674598 + PileUpDataMC+: 2.23865843e+00 + PileUpDataMC-: -4.52584134e+01 + PileUpPtRef+: -4.73113723e+00 + PileUpPtRef-: 1.11792947e+00 + PileUpPtBB+: -3.59501108e+00 PileUpPtBB-: 0.0 - PileUpPtEC1+: -2.1901339418656147 - PileUpPtEC1-: 2.3249760188147333 + PileUpPtEC1+: -2.19013394e+00 + PileUpPtEC1-: 2.32497602e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 233057.49977883993 - RelativeStatFSR-: -233057.49977883993 - luminosity_uncertainty: 857.7998000000001 + RelativeStatFSR+: 2.33057500e+05 + RelativeStatFSR-: -2.33057500e+05 + luminosity_uncertainty: 8.57799800e+02 uncorrelated_uncertainty: 329.923 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -30742,57 +30742,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 1030.445421945081 - Unfolding-: -1115.829851293485 - AbsoluteStat+: 36.30004701260009 + Unfolding+: 1.03044542e+03 + Unfolding-: -1.11582985e+03 + AbsoluteStat+: 3.63000470e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 140.53437223901219 - AbsoluteScale-: -110.13658222781815 - AbsoluteMPFBias+: 557.3316986703188 - AbsoluteMPFBias-: -310.5100422478838 - Fragmentation+: 54.520057756070955 - Fragmentation-: -36.533337803169495 - SinglePionECAL+: -21.147810165116955 - SinglePionECAL-: 3.5740149115233506 - SinglePionHCAL+: -224.9156511879675 - SinglePionHCAL-: 57.926103298384334 - FlavorQCD+: 1002.9171086578908 - FlavorQCD-: -919.865587215181 - RelativeJEREC1+: 14.046438500184134 - RelativeJEREC1-: -13.582189826951012 + AbsoluteScale+: 1.40534372e+02 + AbsoluteScale-: -1.10136582e+02 + AbsoluteMPFBias+: 5.57331699e+02 + AbsoluteMPFBias-: -3.10510042e+02 + Fragmentation+: 5.45200578e+01 + Fragmentation-: -3.65333378e+01 + SinglePionECAL+: -2.11478102e+01 + SinglePionECAL-: 3.57401491e+00 + SinglePionHCAL+: -2.24915651e+02 + SinglePionHCAL-: 5.79261033e+01 + FlavorQCD+: 1.00291711e+03 + FlavorQCD-: -9.19865587e+02 + RelativeJEREC1+: 1.40464385e+01 + RelativeJEREC1-: -1.35821898e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 RelativeJERHF+: 0.0 RelativeJERHF-: 0.0 - RelativePtBB+: -205.87912267750374 - RelativePtBB-: 191.97499155956694 - RelativePtEC1+: -333.60583051425533 - RelativePtEC1-: 352.5023845503774 + RelativePtBB+: -2.05879123e+02 + RelativePtBB-: 1.91974992e+02 + RelativePtEC1+: -3.33605831e+02 + RelativePtEC1-: 3.52502385e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 RelativePtHF+: 0.0 RelativePtHF-: 0.0 - RelativeFSR+: 44.53521191970024 - RelativeFSR-: -74.55973666598322 + RelativeFSR+: 4.45352119e+01 + RelativeFSR-: -7.45597367e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 RelativeStatHF+: 0.0 RelativeStatHF-: 0.0 - PileUpDataMC+: 2.238658426304052 - PileUpDataMC-: -45.25841337046541 - PileUpPtRef+: -4.731137232747621 - PileUpPtRef-: 1.1179294684086094 - PileUpPtBB+: -3.595011082674598 + PileUpDataMC+: 2.23865843e+00 + PileUpDataMC-: -4.52584134e+01 + PileUpPtRef+: -4.73113723e+00 + PileUpPtRef-: 1.11792947e+00 + PileUpPtBB+: -3.59501108e+00 PileUpPtBB-: 0.0 - PileUpPtEC1+: -2.1901339418656147 - PileUpPtEC1-: 2.3249760188147333 + PileUpPtEC1+: -2.19013394e+00 + PileUpPtEC1-: 2.32497602e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 233057.49977883993 - RelativeStatFSR-: -233057.49977883993 - luminosity_uncertainty: 857.7998000000001 + RelativeStatFSR+: 2.33057500e+05 + RelativeStatFSR-: -2.33057500e+05 + luminosity_uncertainty: 8.57799800e+02 uncorrelated_uncertainty: 329.923 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -30836,149 +30836,149 @@ bins: art_sys_40: 0.0 art_sys_41: 0.0 art_sys_42: 0.0 - art_sys_43: 2.7757620498433026e-185 - art_sys_44: 4.545955389812811e-178 - art_sys_45: -2.4088632591282566e-45 - art_sys_46: -1.4568801591769593e-45 - art_sys_47: 2.0518248487665896e-37 - art_sys_48: -2.883311554883045e-30 - art_sys_49: -2.2276029173974978e-21 - art_sys_50: -2.614680483489965e-21 - art_sys_51: -216.78741188227195 - art_sys_52: -43.779041917236455 - art_sys_53: -1.7686892885456778e-18 - art_sys_54: -3.8548662752055814e-19 - art_sys_55: -3.8282038067952996e-19 - art_sys_56: 9.796161469359979e-20 - art_sys_57: -2.2868100042545667e-19 - art_sys_58: -9.354523267824277e-20 - art_sys_59: -16.706322208174218 - art_sys_60: 1.657715506793752 - art_sys_61: 0.059634017535775644 - art_sys_62: 0.024990321764307374 - art_sys_63: 0.011534960562297537 - art_sys_64: -1.5956954754313561e-19 - art_sys_65: -0.0014080635731782984 - art_sys_66: 6.69009329334541e-06 - art_sys_67: -5.604384855435536e-06 - art_sys_68: -1.1676331491615531e-18 - art_sys_69: -5.651427070298045e-19 - art_sys_70: -2.4807345340625784e-19 - art_sys_71: 4.6851068836125905e-20 - art_sys_72: 3.281744550634079e-19 - art_sys_73: -1.4296374340614455e-19 - art_sys_74: 2.6376813544077785e-19 - art_sys_75: -8.947364780704111e-07 - art_sys_76: -1.282027664626065e-07 - art_sys_77: 7.213049526224885e-08 - art_sys_78: -3.678830014313339e-20 - art_sys_79: -4.4495562391727874e-20 - art_sys_80: 7.332334894985808e-09 - art_sys_81: 1.4767146102067534e-09 - art_sys_82: -6.822453833140056e-10 - art_sys_83: 5.461491583086891e-20 - art_sys_84: -1.4670244284153762e-19 - art_sys_85: 1.0219720064061495e-19 - art_sys_86: -3.0918385301499453e-20 - art_sys_87: 3.53300755318737e-21 - art_sys_88: 5.606595670259406e-11 - art_sys_89: 5.513010897032575e-20 - art_sys_90: 1.1183786707238376e-20 - art_sys_91: 9.280264336590237e-21 - art_sys_92: 3.3999155335705515e-21 - art_sys_93: -2.1295134684054898e-20 - art_sys_94: -1.1059377437464678e-21 - art_sys_95: 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- art_sys_148: -1.1270956641079271e-17 - art_sys_149: 3.2672088718876243e-18 - art_sys_150: -1.7701209842510377e-18 - art_sys_151: 3.1895293845720703e-19 - art_sys_152: 1.8901449129575158e-21 - art_sys_153: -1.1673803404000571e-21 - art_sys_154: -4.0514093056947292e-22 - art_sys_155: 2.1702454907973008e-23 - art_sys_156: 7.530743731670785e-24 - art_sys_157: -2.2864061929796495e-24 - art_sys_158: 3.209351496822592e-23 - art_sys_159: 1.4966573312508433e-22 - art_sys_160: -2.920651990876204e-22 - art_sys_161: -7.951125390742126e-24 - art_sys_162: -1.4079529421927034e-24 - art_sys_163: -6.0789416977144e-25 - art_sys_164: 2.4345955680862487e-23 - art_sys_165: 9.198299020063478e-24 - art_sys_166: 1.41544710837544e-23 - art_sys_167: 1.7471404937836265e-22 - art_sys_168: -2.53794210309011e-17 - art_sys_169: 1.2345088788118527e-23 - art_sys_170: 8.288885622020229e-18 - art_sys_171: -2.5766893783519223e-18 - art_sys_172: 5.207478743030446e-24 - art_sys_173: 8.78267156876367e-27 - art_sys_174: 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AbsoluteStat-: -8.58282364e-10 + AbsoluteScale+: 2.54924492e-09 + AbsoluteScale-: -8.83274962e-10 + AbsoluteMPFBias+: 1.86103413e-08 + AbsoluteMPFBias-: -4.08781359e-09 + Fragmentation+: -8.60720667e-10 + Fragmentation-: 2.36393396e-09 + SinglePionECAL+: 1.45993343e-09 + SinglePionECAL-: -9.64958084e-10 + SinglePionHCAL+: 8.40604674e-09 + SinglePionHCAL-: -4.06464972e-09 + FlavorQCD+: -9.24116523e-10 + FlavorQCD-: 1.66231251e-09 + RelativeJEREC1+: 2.51206081e-11 + RelativeJEREC1-: -2.13473355e-11 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 RelativeJERHF+: 0.0 RelativeJERHF-: 0.0 - RelativePtBB+: 1.971367305601113e-09 - RelativePtBB-: -9.283835517719527e-10 - RelativePtEC1+: 6.278628091432116e-10 - RelativePtEC1-: -7.412438601147041e-10 + RelativePtBB+: 1.97136731e-09 + RelativePtBB-: -9.28383552e-10 + RelativePtEC1+: 6.27862809e-10 + RelativePtEC1-: -7.41243860e-10 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 RelativePtHF+: 0.0 RelativePtHF-: 0.0 - RelativeFSR+: 1.063709322286315e-09 - RelativeFSR-: -4.4090599014882034e-10 + RelativeFSR+: 1.06370932e-09 + RelativeFSR-: -4.40905990e-10 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 RelativeStatHF+: 0.0 RelativeStatHF-: 0.0 - PileUpDataMC+: 8.05858867657598e-11 - PileUpDataMC-: -4.6236304925740384e-11 - PileUpPtRef+: -2.4285489627442283e-10 - PileUpPtRef-: 8.91199443657646e-11 - PileUpPtBB+: -5.17163890560292e-09 - PileUpPtBB-: 4.0890327414880224e-08 - PileUpPtEC1+: -1.1246668765720634e-10 - PileUpPtEC1-: 1.1935489129149596e-10 + PileUpDataMC+: 8.05858868e-11 + PileUpDataMC-: -4.62363049e-11 + PileUpPtRef+: -2.42854896e-10 + PileUpPtRef-: 8.91199444e-11 + PileUpPtBB+: -5.17163891e-09 + PileUpPtBB-: 4.08903274e-08 + PileUpPtEC1+: -1.12466688e-10 + PileUpPtEC1-: 1.19354891e-10 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 3.49530616274483e-10 - RelativeStatFSR-: -1.448351489829389e-10 - luminosity_uncertainty: 2.241382e-09 - uncorrelated_uncertainty: 8.6207e-10 + RelativeStatFSR+: 3.49530616e-10 + RelativeStatFSR-: -1.44835149e-10 + luminosity_uncertainty: 2.24138200e-09 + uncorrelated_uncertainty: 8.62070000e-10 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -41509,58 +41509,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 784.918417934922 - Unfolding-: -859.8362003823007 - AbsoluteStat+: -37.59635504469372 + Unfolding+: 7.84918418e+02 + Unfolding-: -8.59836200e+02 + AbsoluteStat+: -3.75963550e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 58.14719628484623 - AbsoluteScale-: -87.44417313640145 - AbsoluteMPFBias+: 183.68603081708224 - AbsoluteMPFBias-: -82.11745007248231 - Fragmentation+: 44.05715463189887 - Fragmentation-: -82.63293940124868 - SinglePionECAL+: -35.20792115474289 - SinglePionECAL-: 5.756297504557769 - SinglePionHCAL+: -41.66872074194803 - SinglePionHCAL-: 16.110759821711532 - FlavorQCD+: 743.6792716336128 - FlavorQCD-: -716.7019967615062 - RelativeJEREC1+: 11.222202687243819 - RelativeJEREC1-: -17.904662685818494 + AbsoluteScale+: 5.81471963e+01 + AbsoluteScale-: -8.74441731e+01 + AbsoluteMPFBias+: 1.83686031e+02 + AbsoluteMPFBias-: -8.21174501e+01 + Fragmentation+: 4.40571546e+01 + Fragmentation-: -8.26329394e+01 + SinglePionECAL+: -3.52079212e+01 + SinglePionECAL-: 5.75629750e+00 + SinglePionHCAL+: -4.16687207e+01 + SinglePionHCAL-: 1.61107598e+01 + FlavorQCD+: 7.43679272e+02 + FlavorQCD-: -7.16701997e+02 + RelativeJEREC1+: 1.12222027e+01 + RelativeJEREC1-: -1.79046627e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: -0.037888465664328 - RelativeJERHF-: -0.037888465664328 - RelativePtBB+: -0.037888465664328 - RelativePtBB-: -0.037888465664328 - RelativePtEC1+: -547.7933267023932 - RelativePtEC1-: 389.0226134423518 + RelativeJERHF+: -3.78884657e-02 + RelativeJERHF-: -3.78884657e-02 + RelativePtBB+: -3.78884657e-02 + RelativePtBB-: -3.78884657e-02 + RelativePtEC1+: -5.47793327e+02 + RelativePtEC1-: 3.89022613e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: -0.037888465664328 - RelativePtHF-: -0.037888465664328 - RelativeFSR+: 61.41196203369991 - RelativeFSR-: -87.9081135322912 + RelativePtHF+: -3.78884657e-02 + RelativePtHF-: -3.78884657e-02 + RelativeFSR+: 6.14119620e+01 + RelativeFSR-: -8.79081135e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: -0.037888465664328 - RelativeStatHF-: -0.037888465664328 - PileUpDataMC+: 0.2785360673100939 - PileUpDataMC-: -0.28472193925529027 - PileUpPtRef+: -0.5510580924512467 - PileUpPtRef-: 1.2309885170940855 + RelativeStatHF+: -3.78884657e-02 + RelativeStatHF-: -3.78884657e-02 + PileUpDataMC+: 2.78536067e-01 + PileUpDataMC-: -2.84721939e-01 + PileUpPtRef+: -5.51058092e-01 + PileUpPtRef-: 1.23098852e+00 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.252836260129284 - PileUpPtEC1-: 4.873092454604726 + PileUpPtEC1+: -5.25283626e+00 + PileUpPtEC1-: 4.87309245e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 171657.94647920033 - RelativeStatFSR-: -171657.94647920033 - luminosity_uncertainty: 631.8104000000001 - uncorrelated_uncertainty: 243.00400000000002 + RelativeStatFSR+: 1.71657946e+05 + RelativeStatFSR-: -1.71657946e+05 + luminosity_uncertainty: 6.31810400e+02 + uncorrelated_uncertainty: 2.43004000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -41800,58 +41800,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 784.918417934922 - Unfolding-: -859.8362003823007 - AbsoluteStat+: -37.59635504469372 + Unfolding+: 7.84918418e+02 + Unfolding-: -8.59836200e+02 + AbsoluteStat+: -3.75963550e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 58.14719628484623 - AbsoluteScale-: -87.44417313640145 - AbsoluteMPFBias+: 183.68603081708224 - AbsoluteMPFBias-: -82.11745007248231 - Fragmentation+: 44.05715463189887 - Fragmentation-: -82.63293940124868 - SinglePionECAL+: -35.20792115474289 - SinglePionECAL-: 5.756297504557769 - SinglePionHCAL+: -41.66872074194803 - SinglePionHCAL-: 16.110759821711532 - FlavorQCD+: 743.6792716336128 - FlavorQCD-: -716.7019967615062 - RelativeJEREC1+: 11.222202687243819 - RelativeJEREC1-: -17.904662685818494 + AbsoluteScale+: 5.81471963e+01 + AbsoluteScale-: -8.74441731e+01 + AbsoluteMPFBias+: 1.83686031e+02 + AbsoluteMPFBias-: -8.21174501e+01 + Fragmentation+: 4.40571546e+01 + Fragmentation-: -8.26329394e+01 + SinglePionECAL+: -3.52079212e+01 + SinglePionECAL-: 5.75629750e+00 + SinglePionHCAL+: -4.16687207e+01 + SinglePionHCAL-: 1.61107598e+01 + FlavorQCD+: 7.43679272e+02 + FlavorQCD-: -7.16701997e+02 + RelativeJEREC1+: 1.12222027e+01 + RelativeJEREC1-: -1.79046627e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: -0.037888465664328 - RelativeJERHF-: -0.037888465664328 - RelativePtBB+: -0.037888465664328 - RelativePtBB-: -0.037888465664328 - RelativePtEC1+: -547.7933267023932 - RelativePtEC1-: 389.0226134423518 + RelativeJERHF+: -3.78884657e-02 + RelativeJERHF-: -3.78884657e-02 + RelativePtBB+: -3.78884657e-02 + RelativePtBB-: -3.78884657e-02 + RelativePtEC1+: -5.47793327e+02 + RelativePtEC1-: 3.89022613e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: -0.037888465664328 - RelativePtHF-: -0.037888465664328 - RelativeFSR+: 61.41196203369991 - RelativeFSR-: -87.9081135322912 + RelativePtHF+: -3.78884657e-02 + RelativePtHF-: -3.78884657e-02 + RelativeFSR+: 6.14119620e+01 + RelativeFSR-: -8.79081135e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: -0.037888465664328 - RelativeStatHF-: -0.037888465664328 - PileUpDataMC+: 0.2785360673100939 - PileUpDataMC-: -0.28472193925529027 - PileUpPtRef+: -0.5510580924512467 - PileUpPtRef-: 1.2309885170940855 + RelativeStatHF+: -3.78884657e-02 + RelativeStatHF-: -3.78884657e-02 + PileUpDataMC+: 2.78536067e-01 + PileUpDataMC-: -2.84721939e-01 + PileUpPtRef+: -5.51058092e-01 + PileUpPtRef-: 1.23098852e+00 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.252836260129284 - PileUpPtEC1-: 4.873092454604726 + PileUpPtEC1+: -5.25283626e+00 + PileUpPtEC1-: 4.87309245e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 171657.94647920033 - RelativeStatFSR-: -171657.94647920033 - luminosity_uncertainty: 631.8104000000001 - uncorrelated_uncertainty: 243.00400000000002 + RelativeStatFSR+: 1.71657946e+05 + RelativeStatFSR-: -1.71657946e+05 + luminosity_uncertainty: 6.31810400e+02 + uncorrelated_uncertainty: 2.43004000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -42091,58 +42091,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 784.918417934922 - Unfolding-: -859.8362003823007 - AbsoluteStat+: -37.59635504469372 + Unfolding+: 7.84918418e+02 + Unfolding-: -8.59836200e+02 + AbsoluteStat+: -3.75963550e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 58.14719628484623 - AbsoluteScale-: -87.44417313640145 - AbsoluteMPFBias+: 183.68603081708224 - AbsoluteMPFBias-: -82.11745007248231 - Fragmentation+: 44.05715463189887 - Fragmentation-: -82.63293940124868 - SinglePionECAL+: -35.20792115474289 - SinglePionECAL-: 5.756297504557769 - SinglePionHCAL+: -41.66872074194803 - SinglePionHCAL-: 16.110759821711532 - FlavorQCD+: 743.6792716336128 - FlavorQCD-: -716.7019967615062 - RelativeJEREC1+: 11.222202687243819 - RelativeJEREC1-: -17.904662685818494 + AbsoluteScale+: 5.81471963e+01 + AbsoluteScale-: -8.74441731e+01 + AbsoluteMPFBias+: 1.83686031e+02 + AbsoluteMPFBias-: -8.21174501e+01 + Fragmentation+: 4.40571546e+01 + Fragmentation-: -8.26329394e+01 + SinglePionECAL+: -3.52079212e+01 + SinglePionECAL-: 5.75629750e+00 + SinglePionHCAL+: -4.16687207e+01 + SinglePionHCAL-: 1.61107598e+01 + FlavorQCD+: 7.43679272e+02 + FlavorQCD-: -7.16701997e+02 + RelativeJEREC1+: 1.12222027e+01 + RelativeJEREC1-: -1.79046627e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: -0.037888465664328 - RelativeJERHF-: -0.037888465664328 - RelativePtBB+: -0.037888465664328 - RelativePtBB-: -0.037888465664328 - RelativePtEC1+: -547.7933267023932 - RelativePtEC1-: 389.0226134423518 + RelativeJERHF+: -3.78884657e-02 + RelativeJERHF-: -3.78884657e-02 + RelativePtBB+: -3.78884657e-02 + RelativePtBB-: -3.78884657e-02 + RelativePtEC1+: -5.47793327e+02 + RelativePtEC1-: 3.89022613e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: -0.037888465664328 - RelativePtHF-: -0.037888465664328 - RelativeFSR+: 61.41196203369991 - RelativeFSR-: -87.9081135322912 + RelativePtHF+: -3.78884657e-02 + RelativePtHF-: -3.78884657e-02 + RelativeFSR+: 6.14119620e+01 + RelativeFSR-: -8.79081135e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: -0.037888465664328 - RelativeStatHF-: -0.037888465664328 - PileUpDataMC+: 0.2785360673100939 - PileUpDataMC-: -0.28472193925529027 - PileUpPtRef+: -0.5510580924512467 - PileUpPtRef-: 1.2309885170940855 + RelativeStatHF+: -3.78884657e-02 + RelativeStatHF-: -3.78884657e-02 + PileUpDataMC+: 2.78536067e-01 + PileUpDataMC-: -2.84721939e-01 + PileUpPtRef+: -5.51058092e-01 + PileUpPtRef-: 1.23098852e+00 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.252836260129284 - PileUpPtEC1-: 4.873092454604726 + PileUpPtEC1+: -5.25283626e+00 + PileUpPtEC1-: 4.87309245e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 171657.94647920033 - RelativeStatFSR-: -171657.94647920033 - luminosity_uncertainty: 631.8104000000001 - uncorrelated_uncertainty: 243.00400000000002 + RelativeStatFSR+: 1.71657946e+05 + RelativeStatFSR-: -1.71657946e+05 + luminosity_uncertainty: 6.31810400e+02 + uncorrelated_uncertainty: 2.43004000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -42382,58 +42382,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 784.918417934922 - Unfolding-: -859.8362003823007 - AbsoluteStat+: -37.59635504469372 + Unfolding+: 7.84918418e+02 + Unfolding-: -8.59836200e+02 + AbsoluteStat+: -3.75963550e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 58.14719628484623 - AbsoluteScale-: -87.44417313640145 - AbsoluteMPFBias+: 183.68603081708224 - AbsoluteMPFBias-: -82.11745007248231 - Fragmentation+: 44.05715463189887 - Fragmentation-: -82.63293940124868 - SinglePionECAL+: -35.20792115474289 - SinglePionECAL-: 5.756297504557769 - SinglePionHCAL+: -41.66872074194803 - SinglePionHCAL-: 16.110759821711532 - FlavorQCD+: 743.6792716336128 - FlavorQCD-: -716.7019967615062 - RelativeJEREC1+: 11.222202687243819 - RelativeJEREC1-: -17.904662685818494 + AbsoluteScale+: 5.81471963e+01 + AbsoluteScale-: -8.74441731e+01 + AbsoluteMPFBias+: 1.83686031e+02 + AbsoluteMPFBias-: -8.21174501e+01 + Fragmentation+: 4.40571546e+01 + Fragmentation-: -8.26329394e+01 + SinglePionECAL+: -3.52079212e+01 + SinglePionECAL-: 5.75629750e+00 + SinglePionHCAL+: -4.16687207e+01 + SinglePionHCAL-: 1.61107598e+01 + FlavorQCD+: 7.43679272e+02 + FlavorQCD-: -7.16701997e+02 + RelativeJEREC1+: 1.12222027e+01 + RelativeJEREC1-: -1.79046627e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: -0.037888465664328 - RelativeJERHF-: -0.037888465664328 - RelativePtBB+: -0.037888465664328 - RelativePtBB-: -0.037888465664328 - RelativePtEC1+: -547.7933267023932 - RelativePtEC1-: 389.0226134423518 + RelativeJERHF+: -3.78884657e-02 + RelativeJERHF-: -3.78884657e-02 + RelativePtBB+: -3.78884657e-02 + RelativePtBB-: -3.78884657e-02 + RelativePtEC1+: -5.47793327e+02 + RelativePtEC1-: 3.89022613e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: -0.037888465664328 - RelativePtHF-: -0.037888465664328 - RelativeFSR+: 61.41196203369991 - RelativeFSR-: -87.9081135322912 + RelativePtHF+: -3.78884657e-02 + RelativePtHF-: -3.78884657e-02 + RelativeFSR+: 6.14119620e+01 + RelativeFSR-: -8.79081135e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: -0.037888465664328 - RelativeStatHF-: -0.037888465664328 - PileUpDataMC+: 0.2785360673100939 - PileUpDataMC-: -0.28472193925529027 - PileUpPtRef+: -0.5510580924512467 - PileUpPtRef-: 1.2309885170940855 + RelativeStatHF+: -3.78884657e-02 + RelativeStatHF-: -3.78884657e-02 + PileUpDataMC+: 2.78536067e-01 + PileUpDataMC-: -2.84721939e-01 + PileUpPtRef+: -5.51058092e-01 + PileUpPtRef-: 1.23098852e+00 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.252836260129284 - PileUpPtEC1-: 4.873092454604726 + PileUpPtEC1+: -5.25283626e+00 + PileUpPtEC1-: 4.87309245e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 171657.94647920033 - RelativeStatFSR-: -171657.94647920033 - luminosity_uncertainty: 631.8104000000001 - uncorrelated_uncertainty: 243.00400000000002 + RelativeStatFSR+: 1.71657946e+05 + RelativeStatFSR-: -1.71657946e+05 + luminosity_uncertainty: 6.31810400e+02 + uncorrelated_uncertainty: 2.43004000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -42673,58 +42673,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 784.918417934922 - Unfolding-: -859.8362003823007 - AbsoluteStat+: -37.59635504469372 + Unfolding+: 7.84918418e+02 + Unfolding-: -8.59836200e+02 + AbsoluteStat+: -3.75963550e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 58.14719628484623 - AbsoluteScale-: -87.44417313640145 - AbsoluteMPFBias+: 183.68603081708224 - AbsoluteMPFBias-: -82.11745007248231 - Fragmentation+: 44.05715463189887 - Fragmentation-: -82.63293940124868 - SinglePionECAL+: -35.20792115474289 - SinglePionECAL-: 5.756297504557769 - SinglePionHCAL+: -41.66872074194803 - SinglePionHCAL-: 16.110759821711532 - FlavorQCD+: 743.6792716336128 - FlavorQCD-: -716.7019967615062 - RelativeJEREC1+: 11.222202687243819 - RelativeJEREC1-: -17.904662685818494 + AbsoluteScale+: 5.81471963e+01 + AbsoluteScale-: -8.74441731e+01 + AbsoluteMPFBias+: 1.83686031e+02 + AbsoluteMPFBias-: -8.21174501e+01 + Fragmentation+: 4.40571546e+01 + Fragmentation-: -8.26329394e+01 + SinglePionECAL+: -3.52079212e+01 + SinglePionECAL-: 5.75629750e+00 + SinglePionHCAL+: -4.16687207e+01 + SinglePionHCAL-: 1.61107598e+01 + FlavorQCD+: 7.43679272e+02 + FlavorQCD-: -7.16701997e+02 + RelativeJEREC1+: 1.12222027e+01 + RelativeJEREC1-: -1.79046627e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: -0.037888465664328 - RelativeJERHF-: -0.037888465664328 - RelativePtBB+: -0.037888465664328 - RelativePtBB-: -0.037888465664328 - RelativePtEC1+: -547.7933267023932 - RelativePtEC1-: 389.0226134423518 + RelativeJERHF+: -3.78884657e-02 + RelativeJERHF-: -3.78884657e-02 + RelativePtBB+: -3.78884657e-02 + RelativePtBB-: -3.78884657e-02 + RelativePtEC1+: -5.47793327e+02 + RelativePtEC1-: 3.89022613e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: -0.037888465664328 - RelativePtHF-: -0.037888465664328 - RelativeFSR+: 61.41196203369991 - RelativeFSR-: -87.9081135322912 + RelativePtHF+: -3.78884657e-02 + RelativePtHF-: -3.78884657e-02 + RelativeFSR+: 6.14119620e+01 + RelativeFSR-: -8.79081135e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: -0.037888465664328 - RelativeStatHF-: -0.037888465664328 - PileUpDataMC+: 0.2785360673100939 - PileUpDataMC-: -0.28472193925529027 - PileUpPtRef+: -0.5510580924512467 - PileUpPtRef-: 1.2309885170940855 + RelativeStatHF+: -3.78884657e-02 + RelativeStatHF-: -3.78884657e-02 + PileUpDataMC+: 2.78536067e-01 + PileUpDataMC-: -2.84721939e-01 + PileUpPtRef+: -5.51058092e-01 + PileUpPtRef-: 1.23098852e+00 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.252836260129284 - PileUpPtEC1-: 4.873092454604726 + PileUpPtEC1+: -5.25283626e+00 + PileUpPtEC1-: 4.87309245e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 171657.94647920033 - RelativeStatFSR-: -171657.94647920033 - luminosity_uncertainty: 631.8104000000001 - uncorrelated_uncertainty: 243.00400000000002 + RelativeStatFSR+: 1.71657946e+05 + RelativeStatFSR-: -1.71657946e+05 + luminosity_uncertainty: 6.31810400e+02 + uncorrelated_uncertainty: 2.43004000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -42964,58 +42964,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 784.918417934922 - Unfolding-: -859.8362003823007 - AbsoluteStat+: -37.59635504469372 + Unfolding+: 7.84918418e+02 + Unfolding-: -8.59836200e+02 + AbsoluteStat+: -3.75963550e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 58.14719628484623 - AbsoluteScale-: -87.44417313640145 - AbsoluteMPFBias+: 183.68603081708224 - AbsoluteMPFBias-: -82.11745007248231 - Fragmentation+: 44.05715463189887 - Fragmentation-: -82.63293940124868 - SinglePionECAL+: -35.20792115474289 - SinglePionECAL-: 5.756297504557769 - SinglePionHCAL+: -41.66872074194803 - SinglePionHCAL-: 16.110759821711532 - FlavorQCD+: 743.6792716336128 - FlavorQCD-: -716.7019967615062 - RelativeJEREC1+: 11.222202687243819 - RelativeJEREC1-: -17.904662685818494 + AbsoluteScale+: 5.81471963e+01 + AbsoluteScale-: -8.74441731e+01 + AbsoluteMPFBias+: 1.83686031e+02 + AbsoluteMPFBias-: -8.21174501e+01 + Fragmentation+: 4.40571546e+01 + Fragmentation-: -8.26329394e+01 + SinglePionECAL+: -3.52079212e+01 + SinglePionECAL-: 5.75629750e+00 + SinglePionHCAL+: -4.16687207e+01 + SinglePionHCAL-: 1.61107598e+01 + FlavorQCD+: 7.43679272e+02 + FlavorQCD-: -7.16701997e+02 + RelativeJEREC1+: 1.12222027e+01 + RelativeJEREC1-: -1.79046627e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: -0.037888465664328 - RelativeJERHF-: -0.037888465664328 - RelativePtBB+: -0.037888465664328 - RelativePtBB-: -0.037888465664328 - RelativePtEC1+: -547.7933267023932 - RelativePtEC1-: 389.0226134423518 + RelativeJERHF+: -3.78884657e-02 + RelativeJERHF-: -3.78884657e-02 + RelativePtBB+: -3.78884657e-02 + RelativePtBB-: -3.78884657e-02 + RelativePtEC1+: -5.47793327e+02 + RelativePtEC1-: 3.89022613e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: -0.037888465664328 - RelativePtHF-: -0.037888465664328 - RelativeFSR+: 61.41196203369991 - RelativeFSR-: -87.9081135322912 + RelativePtHF+: -3.78884657e-02 + RelativePtHF-: -3.78884657e-02 + RelativeFSR+: 6.14119620e+01 + RelativeFSR-: -8.79081135e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: -0.037888465664328 - RelativeStatHF-: -0.037888465664328 - PileUpDataMC+: 0.2785360673100939 - PileUpDataMC-: -0.28472193925529027 - PileUpPtRef+: -0.5510580924512467 - PileUpPtRef-: 1.2309885170940855 + RelativeStatHF+: -3.78884657e-02 + RelativeStatHF-: -3.78884657e-02 + PileUpDataMC+: 2.78536067e-01 + PileUpDataMC-: -2.84721939e-01 + PileUpPtRef+: -5.51058092e-01 + PileUpPtRef-: 1.23098852e+00 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.252836260129284 - PileUpPtEC1-: 4.873092454604726 + PileUpPtEC1+: -5.25283626e+00 + PileUpPtEC1-: 4.87309245e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 171657.94647920033 - RelativeStatFSR-: -171657.94647920033 - luminosity_uncertainty: 631.8104000000001 - uncorrelated_uncertainty: 243.00400000000002 + RelativeStatFSR+: 1.71657946e+05 + RelativeStatFSR-: -1.71657946e+05 + luminosity_uncertainty: 6.31810400e+02 + uncorrelated_uncertainty: 2.43004000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -43255,58 +43255,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 784.918417934922 - Unfolding-: -859.8362003823007 - AbsoluteStat+: -37.59635504469372 + Unfolding+: 7.84918418e+02 + Unfolding-: -8.59836200e+02 + AbsoluteStat+: -3.75963550e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 58.14719628484623 - AbsoluteScale-: -87.44417313640145 - AbsoluteMPFBias+: 183.68603081708224 - AbsoluteMPFBias-: -82.11745007248231 - Fragmentation+: 44.05715463189887 - Fragmentation-: -82.63293940124868 - SinglePionECAL+: -35.20792115474289 - SinglePionECAL-: 5.756297504557769 - SinglePionHCAL+: -41.66872074194803 - SinglePionHCAL-: 16.110759821711532 - FlavorQCD+: 743.6792716336128 - FlavorQCD-: -716.7019967615062 - RelativeJEREC1+: 11.222202687243819 - RelativeJEREC1-: -17.904662685818494 + AbsoluteScale+: 5.81471963e+01 + AbsoluteScale-: -8.74441731e+01 + AbsoluteMPFBias+: 1.83686031e+02 + AbsoluteMPFBias-: -8.21174501e+01 + Fragmentation+: 4.40571546e+01 + Fragmentation-: -8.26329394e+01 + SinglePionECAL+: -3.52079212e+01 + SinglePionECAL-: 5.75629750e+00 + SinglePionHCAL+: -4.16687207e+01 + SinglePionHCAL-: 1.61107598e+01 + FlavorQCD+: 7.43679272e+02 + FlavorQCD-: -7.16701997e+02 + RelativeJEREC1+: 1.12222027e+01 + RelativeJEREC1-: -1.79046627e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: -0.037888465664328 - RelativeJERHF-: -0.037888465664328 - RelativePtBB+: -0.037888465664328 - RelativePtBB-: -0.037888465664328 - RelativePtEC1+: -547.7933267023932 - RelativePtEC1-: 389.0226134423518 + RelativeJERHF+: -3.78884657e-02 + RelativeJERHF-: -3.78884657e-02 + RelativePtBB+: -3.78884657e-02 + RelativePtBB-: -3.78884657e-02 + RelativePtEC1+: -5.47793327e+02 + RelativePtEC1-: 3.89022613e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: -0.037888465664328 - RelativePtHF-: -0.037888465664328 - RelativeFSR+: 61.41196203369991 - RelativeFSR-: -87.9081135322912 + RelativePtHF+: -3.78884657e-02 + RelativePtHF-: -3.78884657e-02 + RelativeFSR+: 6.14119620e+01 + RelativeFSR-: -8.79081135e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: -0.037888465664328 - RelativeStatHF-: -0.037888465664328 - PileUpDataMC+: 0.2785360673100939 - PileUpDataMC-: -0.28472193925529027 - PileUpPtRef+: -0.5510580924512467 - PileUpPtRef-: 1.2309885170940855 + RelativeStatHF+: -3.78884657e-02 + RelativeStatHF-: -3.78884657e-02 + PileUpDataMC+: 2.78536067e-01 + PileUpDataMC-: -2.84721939e-01 + PileUpPtRef+: -5.51058092e-01 + PileUpPtRef-: 1.23098852e+00 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.252836260129284 - PileUpPtEC1-: 4.873092454604726 + PileUpPtEC1+: -5.25283626e+00 + PileUpPtEC1-: 4.87309245e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 171657.94647920033 - RelativeStatFSR-: -171657.94647920033 - luminosity_uncertainty: 631.8104000000001 - uncorrelated_uncertainty: 243.00400000000002 + RelativeStatFSR+: 1.71657946e+05 + RelativeStatFSR-: -1.71657946e+05 + luminosity_uncertainty: 6.31810400e+02 + uncorrelated_uncertainty: 2.43004000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -43546,58 +43546,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 784.918417934922 - Unfolding-: -859.8362003823007 - AbsoluteStat+: -37.59635504469372 + Unfolding+: 7.84918418e+02 + Unfolding-: -8.59836200e+02 + AbsoluteStat+: -3.75963550e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 58.14719628484623 - AbsoluteScale-: -87.44417313640145 - AbsoluteMPFBias+: 183.68603081708224 - AbsoluteMPFBias-: -82.11745007248231 - Fragmentation+: 44.05715463189887 - Fragmentation-: -82.63293940124868 - SinglePionECAL+: -35.20792115474289 - SinglePionECAL-: 5.756297504557769 - SinglePionHCAL+: -41.66872074194803 - SinglePionHCAL-: 16.110759821711532 - FlavorQCD+: 743.6792716336128 - FlavorQCD-: -716.7019967615062 - RelativeJEREC1+: 11.222202687243819 - RelativeJEREC1-: -17.904662685818494 + AbsoluteScale+: 5.81471963e+01 + AbsoluteScale-: -8.74441731e+01 + AbsoluteMPFBias+: 1.83686031e+02 + AbsoluteMPFBias-: -8.21174501e+01 + Fragmentation+: 4.40571546e+01 + Fragmentation-: -8.26329394e+01 + SinglePionECAL+: -3.52079212e+01 + SinglePionECAL-: 5.75629750e+00 + SinglePionHCAL+: -4.16687207e+01 + SinglePionHCAL-: 1.61107598e+01 + FlavorQCD+: 7.43679272e+02 + FlavorQCD-: -7.16701997e+02 + RelativeJEREC1+: 1.12222027e+01 + RelativeJEREC1-: -1.79046627e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: -0.037888465664328 - RelativeJERHF-: -0.037888465664328 - RelativePtBB+: -0.037888465664328 - RelativePtBB-: -0.037888465664328 - RelativePtEC1+: -547.7933267023932 - RelativePtEC1-: 389.0226134423518 + RelativeJERHF+: -3.78884657e-02 + RelativeJERHF-: -3.78884657e-02 + RelativePtBB+: -3.78884657e-02 + RelativePtBB-: -3.78884657e-02 + RelativePtEC1+: -5.47793327e+02 + RelativePtEC1-: 3.89022613e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: -0.037888465664328 - RelativePtHF-: -0.037888465664328 - RelativeFSR+: 61.41196203369991 - RelativeFSR-: -87.9081135322912 + RelativePtHF+: -3.78884657e-02 + RelativePtHF-: -3.78884657e-02 + RelativeFSR+: 6.14119620e+01 + RelativeFSR-: -8.79081135e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: -0.037888465664328 - RelativeStatHF-: -0.037888465664328 - PileUpDataMC+: 0.2785360673100939 - PileUpDataMC-: -0.28472193925529027 - PileUpPtRef+: -0.5510580924512467 - PileUpPtRef-: 1.2309885170940855 + RelativeStatHF+: -3.78884657e-02 + RelativeStatHF-: -3.78884657e-02 + PileUpDataMC+: 2.78536067e-01 + PileUpDataMC-: -2.84721939e-01 + PileUpPtRef+: -5.51058092e-01 + PileUpPtRef-: 1.23098852e+00 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.252836260129284 - PileUpPtEC1-: 4.873092454604726 + PileUpPtEC1+: -5.25283626e+00 + PileUpPtEC1-: 4.87309245e+00 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 171657.94647920033 - RelativeStatFSR-: -171657.94647920033 - luminosity_uncertainty: 631.8104000000001 - uncorrelated_uncertainty: 243.00400000000002 + RelativeStatFSR+: 1.71657946e+05 + RelativeStatFSR-: -1.71657946e+05 + luminosity_uncertainty: 6.31810400e+02 + uncorrelated_uncertainty: 2.43004000e+02 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -43837,58 +43837,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 784.918417934922 - Unfolding-: -859.8362003823007 - AbsoluteStat+: -37.59635504469372 + Unfolding+: 7.84918418e+02 + Unfolding-: -8.59836200e+02 + AbsoluteStat+: -3.75963550e+01 AbsoluteStat-: 0.0 - AbsoluteScale+: 58.14719628484623 - AbsoluteScale-: -87.44417313640145 - AbsoluteMPFBias+: 183.68603081708224 - AbsoluteMPFBias-: -82.11745007248231 - Fragmentation+: 44.05715463189887 - Fragmentation-: -82.63293940124868 - SinglePionECAL+: -35.20792115474289 - SinglePionECAL-: 5.756297504557769 - SinglePionHCAL+: -41.66872074194803 - SinglePionHCAL-: 16.110759821711532 - FlavorQCD+: 743.6792716336128 - FlavorQCD-: -716.7019967615062 - RelativeJEREC1+: 11.222202687243819 - RelativeJEREC1-: -17.904662685818494 + AbsoluteScale+: 5.81471963e+01 + AbsoluteScale-: -8.74441731e+01 + AbsoluteMPFBias+: 1.83686031e+02 + AbsoluteMPFBias-: -8.21174501e+01 + Fragmentation+: 4.40571546e+01 + Fragmentation-: -8.26329394e+01 + SinglePionECAL+: -3.52079212e+01 + SinglePionECAL-: 5.75629750e+00 + SinglePionHCAL+: -4.16687207e+01 + SinglePionHCAL-: 1.61107598e+01 + FlavorQCD+: 7.43679272e+02 + FlavorQCD-: -7.16701997e+02 + RelativeJEREC1+: 1.12222027e+01 + RelativeJEREC1-: -1.79046627e+01 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: -0.037888465664328 - RelativeJERHF-: -0.037888465664328 - RelativePtBB+: -0.037888465664328 - RelativePtBB-: -0.037888465664328 - RelativePtEC1+: -547.7933267023932 - RelativePtEC1-: 389.0226134423518 + RelativeJERHF+: -3.78884657e-02 + RelativeJERHF-: -3.78884657e-02 + RelativePtBB+: -3.78884657e-02 + RelativePtBB-: -3.78884657e-02 + RelativePtEC1+: -5.47793327e+02 + RelativePtEC1-: 3.89022613e+02 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: -0.037888465664328 - RelativePtHF-: -0.037888465664328 - RelativeFSR+: 61.41196203369991 - RelativeFSR-: -87.9081135322912 + RelativePtHF+: -3.78884657e-02 + RelativePtHF-: -3.78884657e-02 + RelativeFSR+: 6.14119620e+01 + RelativeFSR-: -8.79081135e+01 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: -0.037888465664328 - RelativeStatHF-: -0.037888465664328 - PileUpDataMC+: 0.2785360673100939 - PileUpDataMC-: -0.28472193925529027 - PileUpPtRef+: -0.5510580924512467 - PileUpPtRef-: 1.2309885170940855 + RelativeStatHF+: -3.78884657e-02 + RelativeStatHF-: -3.78884657e-02 + PileUpDataMC+: 2.78536067e-01 + PileUpDataMC-: -2.84721939e-01 + PileUpPtRef+: -5.51058092e-01 + PileUpPtRef-: 1.23098852e+00 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.252836260129284 - PileUpPtEC1-: 4.873092454604726 + 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5.53522969e-22 art_sys_177: 0.0 - art_sys_178: -1.1163957867840419e-21 - art_sys_179: 1.1339114614364303e-19 - art_sys_180: 2.053233220144768e-22 - art_sys_181: 9.911062114251588e-10 + art_sys_178: -1.11639579e-21 + art_sys_179: 1.13391146e-19 + art_sys_180: 2.05323322e-22 + art_sys_181: 9.91106211e-10 art_sys_182: 0.0 - art_sys_183: 5.702273577473427e-10 - art_sys_184: 5.553554998429044e-09 - art_sys_185: -1.42436113930783e-07 + art_sys_183: 5.70227358e-10 + art_sys_184: 5.55355500e-09 + art_sys_185: -1.42436114e-07 art_sys_186: 0.0 art_sys_187: 0.0 art_sys_188: 0.0 @@ -53149,58 +53149,58 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 2.017586859520761e-09 - Unfolding-: -2.1451433367032426e-09 - AbsoluteStat+: 2.774696272474846e-09 - AbsoluteStat-: -1.5443934764244569e-09 - AbsoluteScale+: 2.8789359742583796e-09 - AbsoluteScale-: -1.964095433605526e-09 - AbsoluteMPFBias+: 6.4573752104852074e-09 - AbsoluteMPFBias-: -9.3568848100956e-09 - Fragmentation+: -1.6527479032783935e-09 - Fragmentation-: 2.892651724493055e-09 - SinglePionECAL+: 3.744399814066401e-09 - SinglePionECAL-: -1.7775612304139397e-09 - SinglePionHCAL+: 6.933311743628445e-09 - SinglePionHCAL-: -5.187296738754259e-09 - FlavorQCD+: -9.081198230378624e-10 - FlavorQCD-: 1.2949039796557104e-09 - RelativeJEREC1+: 4.194276421763756e-09 - RelativeJEREC1-: -1.188332600332282e-09 + Unfolding+: 2.01758686e-09 + Unfolding-: -2.14514334e-09 + AbsoluteStat+: 2.77469627e-09 + AbsoluteStat-: -1.54439348e-09 + AbsoluteScale+: 2.87893597e-09 + AbsoluteScale-: -1.96409543e-09 + AbsoluteMPFBias+: 6.45737521e-09 + AbsoluteMPFBias-: -9.35688481e-09 + Fragmentation+: -1.65274790e-09 + Fragmentation-: 2.89265172e-09 + SinglePionECAL+: 3.74439981e-09 + SinglePionECAL-: -1.77756123e-09 + SinglePionHCAL+: 6.93331174e-09 + SinglePionHCAL-: -5.18729674e-09 + FlavorQCD+: -9.08119823e-10 + FlavorQCD-: 1.29490398e-09 + RelativeJEREC1+: 4.19427642e-09 + RelativeJEREC1-: -1.18833260e-09 RelativeJEREC2+: 0.0 RelativeJEREC2-: 0.0 - RelativeJERHF+: 4.087293569933287e-13 - RelativeJERHF-: 4.087293569933287e-13 - RelativePtBB+: 4.087293569933287e-13 - RelativePtBB-: 4.087293569933287e-13 - RelativePtEC1+: 1.6253164028090424e-08 - RelativePtEC1-: -4.692158155282476e-08 + RelativeJERHF+: 4.08729357e-13 + RelativeJERHF-: 4.08729357e-13 + RelativePtBB+: 4.08729357e-13 + RelativePtBB-: 4.08729357e-13 + RelativePtEC1+: 1.62531640e-08 + RelativePtEC1-: -4.69215816e-08 RelativePtEC2+: 0.0 RelativePtEC2-: 0.0 - RelativePtHF+: 4.087293569933287e-13 - RelativePtHF-: 4.087293569933287e-13 - RelativeFSR+: 2.7184616965126767e-09 - RelativeFSR-: -1.7144687793344328e-09 + RelativePtHF+: 4.08729357e-13 + RelativePtHF-: 4.08729357e-13 + RelativeFSR+: 2.71846170e-09 + RelativeFSR-: -1.71446878e-09 RelativeStatEC2+: 0.0 RelativeStatEC2-: 0.0 - RelativeStatHF+: 4.087293569933287e-13 - RelativeStatHF-: 4.087293569933287e-13 - PileUpDataMC+: 3.1093605782009274e-11 - PileUpDataMC-: -3.1875403545385775e-11 - PileUpPtRef+: -4.434302050870577e-10 - PileUpPtRef-: 1.3729465984910137e-10 + RelativeStatHF+: 4.08729357e-13 + RelativeStatHF-: 4.08729357e-13 + PileUpDataMC+: 3.10936058e-11 + PileUpDataMC-: -3.18754035e-11 + PileUpPtRef+: -4.43430205e-10 + PileUpPtRef-: 1.37294660e-10 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: -5.195526188895064e-09 - PileUpPtEC1-: 6.846902517149991e-09 + PileUpPtEC1+: -5.19552619e-09 + PileUpPtEC1-: 6.84690252e-09 PileUpPtEC2+: 0.0 PileUpPtEC2-: 0.0 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 8.972843803524687e-10 - RelativeStatFSR-: -5.657746971803627e-10 - luminosity_uncertainty: 5.043220000000001e-09 - uncorrelated_uncertainty: 1.9397000000000002e-09 + RelativeStatFSR+: 8.97284380e-10 + RelativeStatFSR-: -5.65774697e-10 + luminosity_uncertainty: 5.04322000e-09 + uncorrelated_uncertainty: 1.93970000e-09 - art_sys_1: 0.0 art_sys_2: 0.0 art_sys_3: 0.0 @@ -53440,57 +53440,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 575.0168189841357 - Unfolding-: -617.4791949630741 - AbsoluteStat+: -4.820728567020637 - AbsoluteStat-: 8.940762199156625 - AbsoluteScale+: 62.05028316426888 - AbsoluteScale-: -48.40447936670299 - AbsoluteMPFBias+: 23.531781115262987 - AbsoluteMPFBias-: -141.58507408457115 - Fragmentation+: 50.021467677975245 - Fragmentation-: -45.775230080081414 - SinglePionECAL+: -18.509914977815804 - SinglePionECAL-: 22.493227647047473 - SinglePionHCAL+: -42.47552222537134 - SinglePionHCAL-: 46.4325424017368 - FlavorQCD+: 561.2132602293726 - FlavorQCD-: -538.207328971434 - RelativeJEREC1+: 13.127841688101466 - RelativeJEREC1-: -12.846512014432957 - RelativeJEREC2+: 37.62455729155457 - RelativeJEREC2-: -36.25734766251136 - RelativeJERHF+: -0.008619993786188794 - RelativeJERHF-: -0.008619993786188794 - RelativePtBB+: -0.008619993786188794 - RelativePtBB-: -0.008619993786188794 - RelativePtEC1+: -179.972113669246 - RelativePtEC1-: 273.44192580864257 - RelativePtEC2+: -192.5925102450295 - RelativePtEC2-: 199.42855839024554 - RelativePtHF+: -0.008619993786188794 - RelativePtHF-: -0.008619993786188794 - RelativeFSR+: 81.63819034959954 - RelativeFSR-: -68.20272649496334 - RelativeStatEC2+: 66.7697856337546 - RelativeStatEC2-: -63.14142161821683 - RelativeStatHF+: -0.008619993786188794 - RelativeStatHF-: -0.008619993786188794 - PileUpDataMC+: 29.6053469673588 - PileUpDataMC-: -1.945644472099957 - PileUpPtRef+: 1.2130041583828584 + Unfolding+: 5.75016819e+02 + Unfolding-: -6.17479195e+02 + AbsoluteStat+: -4.82072857e+00 + AbsoluteStat-: 8.94076220e+00 + AbsoluteScale+: 6.20502832e+01 + AbsoluteScale-: -4.84044794e+01 + AbsoluteMPFBias+: 2.35317811e+01 + AbsoluteMPFBias-: -1.41585074e+02 + Fragmentation+: 5.00214677e+01 + Fragmentation-: -4.57752301e+01 + SinglePionECAL+: -1.85099150e+01 + SinglePionECAL-: 2.24932276e+01 + SinglePionHCAL+: -4.24755222e+01 + SinglePionHCAL-: 4.64325424e+01 + FlavorQCD+: 5.61213260e+02 + FlavorQCD-: -5.38207329e+02 + RelativeJEREC1+: 1.31278417e+01 + RelativeJEREC1-: -1.28465120e+01 + RelativeJEREC2+: 3.76245573e+01 + RelativeJEREC2-: -3.62573477e+01 + RelativeJERHF+: -8.61999379e-03 + RelativeJERHF-: -8.61999379e-03 + RelativePtBB+: -8.61999379e-03 + RelativePtBB-: -8.61999379e-03 + RelativePtEC1+: -1.79972114e+02 + RelativePtEC1-: 2.73441926e+02 + RelativePtEC2+: -1.92592510e+02 + RelativePtEC2-: 1.99428558e+02 + RelativePtHF+: -8.61999379e-03 + RelativePtHF-: -8.61999379e-03 + RelativeFSR+: 8.16381903e+01 + RelativeFSR-: -6.82027265e+01 + RelativeStatEC2+: 6.67697856e+01 + RelativeStatEC2-: -6.31414216e+01 + RelativeStatHF+: -8.61999379e-03 + RelativeStatHF-: -8.61999379e-03 + PileUpDataMC+: 2.96053470e+01 + PileUpDataMC-: -1.94564447e+00 + PileUpPtRef+: 1.21300416e+00 PileUpPtRef-: 0.0 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: 149.60428440876692 - PileUpPtEC1-: -1.0131812125996194 - PileUpPtEC2+: 1.6564270505715846 - PileUpPtEC2-: -1.409277617629158 + PileUpPtEC1+: 1.49604284e+02 + PileUpPtEC1-: -1.01318121e+00 + PileUpPtEC2+: 1.65642705e+00 + PileUpPtEC2-: -1.40927762e+00 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 131331.00186674707 - RelativeStatFSR-: -131331.00186674707 - luminosity_uncertainty: 483.38159999999993 + RelativeStatFSR+: 1.31331002e+05 + RelativeStatFSR-: -1.31331002e+05 + luminosity_uncertainty: 4.83381600e+02 uncorrelated_uncertainty: 185.916 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -53731,57 +53731,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 575.0168189841357 - Unfolding-: -617.4791949630741 - AbsoluteStat+: -4.820728567020637 - AbsoluteStat-: 8.940762199156625 - AbsoluteScale+: 62.05028316426888 - AbsoluteScale-: -48.40447936670299 - AbsoluteMPFBias+: 23.531781115262987 - AbsoluteMPFBias-: -141.58507408457115 - Fragmentation+: 50.021467677975245 - Fragmentation-: -45.775230080081414 - SinglePionECAL+: -18.509914977815804 - SinglePionECAL-: 22.493227647047473 - SinglePionHCAL+: -42.47552222537134 - SinglePionHCAL-: 46.4325424017368 - FlavorQCD+: 561.2132602293726 - FlavorQCD-: -538.207328971434 - RelativeJEREC1+: 13.127841688101466 - RelativeJEREC1-: -12.846512014432957 - RelativeJEREC2+: 37.62455729155457 - RelativeJEREC2-: -36.25734766251136 - RelativeJERHF+: -0.008619993786188794 - RelativeJERHF-: -0.008619993786188794 - RelativePtBB+: -0.008619993786188794 - RelativePtBB-: -0.008619993786188794 - RelativePtEC1+: -179.972113669246 - RelativePtEC1-: 273.44192580864257 - RelativePtEC2+: -192.5925102450295 - RelativePtEC2-: 199.42855839024554 - RelativePtHF+: -0.008619993786188794 - RelativePtHF-: -0.008619993786188794 - RelativeFSR+: 81.63819034959954 - RelativeFSR-: -68.20272649496334 - RelativeStatEC2+: 66.7697856337546 - RelativeStatEC2-: -63.14142161821683 - RelativeStatHF+: -0.008619993786188794 - RelativeStatHF-: -0.008619993786188794 - PileUpDataMC+: 29.6053469673588 - PileUpDataMC-: -1.945644472099957 - PileUpPtRef+: 1.2130041583828584 + Unfolding+: 5.75016819e+02 + Unfolding-: -6.17479195e+02 + AbsoluteStat+: -4.82072857e+00 + AbsoluteStat-: 8.94076220e+00 + AbsoluteScale+: 6.20502832e+01 + AbsoluteScale-: -4.84044794e+01 + AbsoluteMPFBias+: 2.35317811e+01 + AbsoluteMPFBias-: -1.41585074e+02 + Fragmentation+: 5.00214677e+01 + Fragmentation-: -4.57752301e+01 + SinglePionECAL+: -1.85099150e+01 + SinglePionECAL-: 2.24932276e+01 + SinglePionHCAL+: -4.24755222e+01 + SinglePionHCAL-: 4.64325424e+01 + FlavorQCD+: 5.61213260e+02 + FlavorQCD-: -5.38207329e+02 + RelativeJEREC1+: 1.31278417e+01 + RelativeJEREC1-: -1.28465120e+01 + RelativeJEREC2+: 3.76245573e+01 + RelativeJEREC2-: -3.62573477e+01 + RelativeJERHF+: -8.61999379e-03 + RelativeJERHF-: -8.61999379e-03 + RelativePtBB+: -8.61999379e-03 + RelativePtBB-: -8.61999379e-03 + RelativePtEC1+: -1.79972114e+02 + RelativePtEC1-: 2.73441926e+02 + RelativePtEC2+: -1.92592510e+02 + RelativePtEC2-: 1.99428558e+02 + RelativePtHF+: -8.61999379e-03 + RelativePtHF-: -8.61999379e-03 + RelativeFSR+: 8.16381903e+01 + RelativeFSR-: -6.82027265e+01 + RelativeStatEC2+: 6.67697856e+01 + RelativeStatEC2-: -6.31414216e+01 + RelativeStatHF+: -8.61999379e-03 + RelativeStatHF-: -8.61999379e-03 + PileUpDataMC+: 2.96053470e+01 + PileUpDataMC-: -1.94564447e+00 + PileUpPtRef+: 1.21300416e+00 PileUpPtRef-: 0.0 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: 149.60428440876692 - PileUpPtEC1-: -1.0131812125996194 - PileUpPtEC2+: 1.6564270505715846 - PileUpPtEC2-: -1.409277617629158 + PileUpPtEC1+: 1.49604284e+02 + PileUpPtEC1-: -1.01318121e+00 + PileUpPtEC2+: 1.65642705e+00 + PileUpPtEC2-: -1.40927762e+00 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 131331.00186674707 - RelativeStatFSR-: -131331.00186674707 - luminosity_uncertainty: 483.38159999999993 + RelativeStatFSR+: 1.31331002e+05 + RelativeStatFSR-: -1.31331002e+05 + luminosity_uncertainty: 4.83381600e+02 uncorrelated_uncertainty: 185.916 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -54022,57 +54022,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 575.0168189841357 - Unfolding-: -617.4791949630741 - AbsoluteStat+: -4.820728567020637 - AbsoluteStat-: 8.940762199156625 - AbsoluteScale+: 62.05028316426888 - AbsoluteScale-: -48.40447936670299 - AbsoluteMPFBias+: 23.531781115262987 - AbsoluteMPFBias-: -141.58507408457115 - Fragmentation+: 50.021467677975245 - Fragmentation-: -45.775230080081414 - SinglePionECAL+: -18.509914977815804 - SinglePionECAL-: 22.493227647047473 - SinglePionHCAL+: -42.47552222537134 - SinglePionHCAL-: 46.4325424017368 - FlavorQCD+: 561.2132602293726 - FlavorQCD-: -538.207328971434 - RelativeJEREC1+: 13.127841688101466 - RelativeJEREC1-: -12.846512014432957 - RelativeJEREC2+: 37.62455729155457 - RelativeJEREC2-: -36.25734766251136 - RelativeJERHF+: -0.008619993786188794 - RelativeJERHF-: -0.008619993786188794 - RelativePtBB+: -0.008619993786188794 - RelativePtBB-: -0.008619993786188794 - RelativePtEC1+: -179.972113669246 - RelativePtEC1-: 273.44192580864257 - RelativePtEC2+: -192.5925102450295 - RelativePtEC2-: 199.42855839024554 - RelativePtHF+: -0.008619993786188794 - RelativePtHF-: -0.008619993786188794 - RelativeFSR+: 81.63819034959954 - RelativeFSR-: -68.20272649496334 - RelativeStatEC2+: 66.7697856337546 - RelativeStatEC2-: -63.14142161821683 - RelativeStatHF+: -0.008619993786188794 - RelativeStatHF-: -0.008619993786188794 - PileUpDataMC+: 29.6053469673588 - PileUpDataMC-: -1.945644472099957 - PileUpPtRef+: 1.2130041583828584 + Unfolding+: 5.75016819e+02 + Unfolding-: -6.17479195e+02 + AbsoluteStat+: -4.82072857e+00 + AbsoluteStat-: 8.94076220e+00 + AbsoluteScale+: 6.20502832e+01 + AbsoluteScale-: -4.84044794e+01 + AbsoluteMPFBias+: 2.35317811e+01 + AbsoluteMPFBias-: -1.41585074e+02 + Fragmentation+: 5.00214677e+01 + Fragmentation-: -4.57752301e+01 + SinglePionECAL+: -1.85099150e+01 + SinglePionECAL-: 2.24932276e+01 + SinglePionHCAL+: -4.24755222e+01 + SinglePionHCAL-: 4.64325424e+01 + FlavorQCD+: 5.61213260e+02 + FlavorQCD-: -5.38207329e+02 + RelativeJEREC1+: 1.31278417e+01 + RelativeJEREC1-: -1.28465120e+01 + RelativeJEREC2+: 3.76245573e+01 + RelativeJEREC2-: -3.62573477e+01 + RelativeJERHF+: -8.61999379e-03 + RelativeJERHF-: -8.61999379e-03 + RelativePtBB+: -8.61999379e-03 + RelativePtBB-: -8.61999379e-03 + RelativePtEC1+: -1.79972114e+02 + RelativePtEC1-: 2.73441926e+02 + RelativePtEC2+: -1.92592510e+02 + RelativePtEC2-: 1.99428558e+02 + RelativePtHF+: -8.61999379e-03 + RelativePtHF-: -8.61999379e-03 + RelativeFSR+: 8.16381903e+01 + RelativeFSR-: -6.82027265e+01 + RelativeStatEC2+: 6.67697856e+01 + RelativeStatEC2-: -6.31414216e+01 + RelativeStatHF+: -8.61999379e-03 + RelativeStatHF-: -8.61999379e-03 + PileUpDataMC+: 2.96053470e+01 + PileUpDataMC-: -1.94564447e+00 + PileUpPtRef+: 1.21300416e+00 PileUpPtRef-: 0.0 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: 149.60428440876692 - PileUpPtEC1-: -1.0131812125996194 - PileUpPtEC2+: 1.6564270505715846 - PileUpPtEC2-: -1.409277617629158 + PileUpPtEC1+: 1.49604284e+02 + PileUpPtEC1-: -1.01318121e+00 + PileUpPtEC2+: 1.65642705e+00 + PileUpPtEC2-: -1.40927762e+00 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 131331.00186674707 - RelativeStatFSR-: -131331.00186674707 - luminosity_uncertainty: 483.38159999999993 + RelativeStatFSR+: 1.31331002e+05 + RelativeStatFSR-: -1.31331002e+05 + luminosity_uncertainty: 4.83381600e+02 uncorrelated_uncertainty: 185.916 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -54313,57 +54313,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 575.0168189841357 - Unfolding-: -617.4791949630741 - AbsoluteStat+: -4.820728567020637 - AbsoluteStat-: 8.940762199156625 - AbsoluteScale+: 62.05028316426888 - AbsoluteScale-: -48.40447936670299 - AbsoluteMPFBias+: 23.531781115262987 - AbsoluteMPFBias-: -141.58507408457115 - Fragmentation+: 50.021467677975245 - Fragmentation-: -45.775230080081414 - SinglePionECAL+: -18.509914977815804 - SinglePionECAL-: 22.493227647047473 - SinglePionHCAL+: -42.47552222537134 - SinglePionHCAL-: 46.4325424017368 - FlavorQCD+: 561.2132602293726 - FlavorQCD-: -538.207328971434 - RelativeJEREC1+: 13.127841688101466 - RelativeJEREC1-: -12.846512014432957 - RelativeJEREC2+: 37.62455729155457 - RelativeJEREC2-: -36.25734766251136 - RelativeJERHF+: -0.008619993786188794 - RelativeJERHF-: -0.008619993786188794 - RelativePtBB+: -0.008619993786188794 - RelativePtBB-: -0.008619993786188794 - RelativePtEC1+: -179.972113669246 - RelativePtEC1-: 273.44192580864257 - RelativePtEC2+: -192.5925102450295 - RelativePtEC2-: 199.42855839024554 - RelativePtHF+: -0.008619993786188794 - RelativePtHF-: -0.008619993786188794 - RelativeFSR+: 81.63819034959954 - RelativeFSR-: -68.20272649496334 - RelativeStatEC2+: 66.7697856337546 - RelativeStatEC2-: -63.14142161821683 - RelativeStatHF+: -0.008619993786188794 - RelativeStatHF-: -0.008619993786188794 - PileUpDataMC+: 29.6053469673588 - PileUpDataMC-: -1.945644472099957 - PileUpPtRef+: 1.2130041583828584 + Unfolding+: 5.75016819e+02 + Unfolding-: -6.17479195e+02 + AbsoluteStat+: -4.82072857e+00 + AbsoluteStat-: 8.94076220e+00 + AbsoluteScale+: 6.20502832e+01 + AbsoluteScale-: -4.84044794e+01 + AbsoluteMPFBias+: 2.35317811e+01 + AbsoluteMPFBias-: -1.41585074e+02 + Fragmentation+: 5.00214677e+01 + Fragmentation-: -4.57752301e+01 + SinglePionECAL+: -1.85099150e+01 + SinglePionECAL-: 2.24932276e+01 + SinglePionHCAL+: -4.24755222e+01 + SinglePionHCAL-: 4.64325424e+01 + FlavorQCD+: 5.61213260e+02 + FlavorQCD-: -5.38207329e+02 + RelativeJEREC1+: 1.31278417e+01 + RelativeJEREC1-: -1.28465120e+01 + RelativeJEREC2+: 3.76245573e+01 + RelativeJEREC2-: -3.62573477e+01 + RelativeJERHF+: -8.61999379e-03 + RelativeJERHF-: -8.61999379e-03 + RelativePtBB+: -8.61999379e-03 + RelativePtBB-: -8.61999379e-03 + RelativePtEC1+: -1.79972114e+02 + RelativePtEC1-: 2.73441926e+02 + RelativePtEC2+: -1.92592510e+02 + RelativePtEC2-: 1.99428558e+02 + RelativePtHF+: -8.61999379e-03 + RelativePtHF-: -8.61999379e-03 + RelativeFSR+: 8.16381903e+01 + RelativeFSR-: -6.82027265e+01 + RelativeStatEC2+: 6.67697856e+01 + RelativeStatEC2-: -6.31414216e+01 + RelativeStatHF+: -8.61999379e-03 + RelativeStatHF-: -8.61999379e-03 + PileUpDataMC+: 2.96053470e+01 + PileUpDataMC-: -1.94564447e+00 + PileUpPtRef+: 1.21300416e+00 PileUpPtRef-: 0.0 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: 149.60428440876692 - PileUpPtEC1-: -1.0131812125996194 - PileUpPtEC2+: 1.6564270505715846 - PileUpPtEC2-: -1.409277617629158 + PileUpPtEC1+: 1.49604284e+02 + PileUpPtEC1-: -1.01318121e+00 + PileUpPtEC2+: 1.65642705e+00 + PileUpPtEC2-: -1.40927762e+00 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 131331.00186674707 - RelativeStatFSR-: -131331.00186674707 - luminosity_uncertainty: 483.38159999999993 + RelativeStatFSR+: 1.31331002e+05 + RelativeStatFSR-: -1.31331002e+05 + luminosity_uncertainty: 4.83381600e+02 uncorrelated_uncertainty: 185.916 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -54604,57 +54604,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 575.0168189841357 - Unfolding-: -617.4791949630741 - AbsoluteStat+: -4.820728567020637 - AbsoluteStat-: 8.940762199156625 - AbsoluteScale+: 62.05028316426888 - AbsoluteScale-: -48.40447936670299 - AbsoluteMPFBias+: 23.531781115262987 - AbsoluteMPFBias-: -141.58507408457115 - Fragmentation+: 50.021467677975245 - Fragmentation-: -45.775230080081414 - SinglePionECAL+: -18.509914977815804 - SinglePionECAL-: 22.493227647047473 - SinglePionHCAL+: -42.47552222537134 - SinglePionHCAL-: 46.4325424017368 - FlavorQCD+: 561.2132602293726 - FlavorQCD-: -538.207328971434 - RelativeJEREC1+: 13.127841688101466 - RelativeJEREC1-: -12.846512014432957 - RelativeJEREC2+: 37.62455729155457 - RelativeJEREC2-: -36.25734766251136 - RelativeJERHF+: -0.008619993786188794 - RelativeJERHF-: -0.008619993786188794 - RelativePtBB+: -0.008619993786188794 - RelativePtBB-: -0.008619993786188794 - RelativePtEC1+: -179.972113669246 - RelativePtEC1-: 273.44192580864257 - RelativePtEC2+: -192.5925102450295 - RelativePtEC2-: 199.42855839024554 - RelativePtHF+: -0.008619993786188794 - RelativePtHF-: -0.008619993786188794 - RelativeFSR+: 81.63819034959954 - RelativeFSR-: -68.20272649496334 - RelativeStatEC2+: 66.7697856337546 - RelativeStatEC2-: -63.14142161821683 - RelativeStatHF+: -0.008619993786188794 - RelativeStatHF-: -0.008619993786188794 - PileUpDataMC+: 29.6053469673588 - PileUpDataMC-: -1.945644472099957 - PileUpPtRef+: 1.2130041583828584 + Unfolding+: 5.75016819e+02 + Unfolding-: -6.17479195e+02 + AbsoluteStat+: -4.82072857e+00 + AbsoluteStat-: 8.94076220e+00 + AbsoluteScale+: 6.20502832e+01 + AbsoluteScale-: -4.84044794e+01 + AbsoluteMPFBias+: 2.35317811e+01 + AbsoluteMPFBias-: -1.41585074e+02 + Fragmentation+: 5.00214677e+01 + Fragmentation-: -4.57752301e+01 + SinglePionECAL+: -1.85099150e+01 + SinglePionECAL-: 2.24932276e+01 + SinglePionHCAL+: -4.24755222e+01 + SinglePionHCAL-: 4.64325424e+01 + FlavorQCD+: 5.61213260e+02 + FlavorQCD-: -5.38207329e+02 + RelativeJEREC1+: 1.31278417e+01 + RelativeJEREC1-: -1.28465120e+01 + RelativeJEREC2+: 3.76245573e+01 + RelativeJEREC2-: -3.62573477e+01 + RelativeJERHF+: -8.61999379e-03 + RelativeJERHF-: -8.61999379e-03 + RelativePtBB+: -8.61999379e-03 + RelativePtBB-: -8.61999379e-03 + RelativePtEC1+: -1.79972114e+02 + RelativePtEC1-: 2.73441926e+02 + RelativePtEC2+: -1.92592510e+02 + RelativePtEC2-: 1.99428558e+02 + RelativePtHF+: -8.61999379e-03 + RelativePtHF-: -8.61999379e-03 + RelativeFSR+: 8.16381903e+01 + RelativeFSR-: -6.82027265e+01 + RelativeStatEC2+: 6.67697856e+01 + RelativeStatEC2-: -6.31414216e+01 + RelativeStatHF+: -8.61999379e-03 + RelativeStatHF-: -8.61999379e-03 + PileUpDataMC+: 2.96053470e+01 + PileUpDataMC-: -1.94564447e+00 + PileUpPtRef+: 1.21300416e+00 PileUpPtRef-: 0.0 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: 149.60428440876692 - PileUpPtEC1-: -1.0131812125996194 - PileUpPtEC2+: 1.6564270505715846 - PileUpPtEC2-: -1.409277617629158 + PileUpPtEC1+: 1.49604284e+02 + PileUpPtEC1-: -1.01318121e+00 + PileUpPtEC2+: 1.65642705e+00 + PileUpPtEC2-: -1.40927762e+00 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 131331.00186674707 - RelativeStatFSR-: -131331.00186674707 - luminosity_uncertainty: 483.38159999999993 + RelativeStatFSR+: 1.31331002e+05 + RelativeStatFSR-: -1.31331002e+05 + luminosity_uncertainty: 4.83381600e+02 uncorrelated_uncertainty: 185.916 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -54895,57 +54895,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 575.0168189841357 - Unfolding-: -617.4791949630741 - AbsoluteStat+: -4.820728567020637 - AbsoluteStat-: 8.940762199156625 - AbsoluteScale+: 62.05028316426888 - AbsoluteScale-: -48.40447936670299 - AbsoluteMPFBias+: 23.531781115262987 - AbsoluteMPFBias-: -141.58507408457115 - Fragmentation+: 50.021467677975245 - Fragmentation-: -45.775230080081414 - SinglePionECAL+: -18.509914977815804 - SinglePionECAL-: 22.493227647047473 - SinglePionHCAL+: -42.47552222537134 - SinglePionHCAL-: 46.4325424017368 - FlavorQCD+: 561.2132602293726 - FlavorQCD-: -538.207328971434 - RelativeJEREC1+: 13.127841688101466 - RelativeJEREC1-: -12.846512014432957 - RelativeJEREC2+: 37.62455729155457 - RelativeJEREC2-: -36.25734766251136 - RelativeJERHF+: -0.008619993786188794 - RelativeJERHF-: -0.008619993786188794 - RelativePtBB+: -0.008619993786188794 - RelativePtBB-: -0.008619993786188794 - RelativePtEC1+: -179.972113669246 - RelativePtEC1-: 273.44192580864257 - RelativePtEC2+: -192.5925102450295 - RelativePtEC2-: 199.42855839024554 - RelativePtHF+: -0.008619993786188794 - RelativePtHF-: -0.008619993786188794 - RelativeFSR+: 81.63819034959954 - RelativeFSR-: -68.20272649496334 - RelativeStatEC2+: 66.7697856337546 - RelativeStatEC2-: -63.14142161821683 - RelativeStatHF+: -0.008619993786188794 - RelativeStatHF-: -0.008619993786188794 - PileUpDataMC+: 29.6053469673588 - PileUpDataMC-: -1.945644472099957 - PileUpPtRef+: 1.2130041583828584 + Unfolding+: 5.75016819e+02 + Unfolding-: -6.17479195e+02 + AbsoluteStat+: -4.82072857e+00 + AbsoluteStat-: 8.94076220e+00 + AbsoluteScale+: 6.20502832e+01 + AbsoluteScale-: -4.84044794e+01 + AbsoluteMPFBias+: 2.35317811e+01 + AbsoluteMPFBias-: -1.41585074e+02 + Fragmentation+: 5.00214677e+01 + Fragmentation-: -4.57752301e+01 + SinglePionECAL+: -1.85099150e+01 + SinglePionECAL-: 2.24932276e+01 + SinglePionHCAL+: -4.24755222e+01 + SinglePionHCAL-: 4.64325424e+01 + FlavorQCD+: 5.61213260e+02 + FlavorQCD-: -5.38207329e+02 + RelativeJEREC1+: 1.31278417e+01 + RelativeJEREC1-: -1.28465120e+01 + RelativeJEREC2+: 3.76245573e+01 + RelativeJEREC2-: -3.62573477e+01 + RelativeJERHF+: -8.61999379e-03 + RelativeJERHF-: -8.61999379e-03 + RelativePtBB+: -8.61999379e-03 + RelativePtBB-: -8.61999379e-03 + RelativePtEC1+: -1.79972114e+02 + RelativePtEC1-: 2.73441926e+02 + RelativePtEC2+: -1.92592510e+02 + RelativePtEC2-: 1.99428558e+02 + RelativePtHF+: -8.61999379e-03 + RelativePtHF-: -8.61999379e-03 + RelativeFSR+: 8.16381903e+01 + RelativeFSR-: -6.82027265e+01 + RelativeStatEC2+: 6.67697856e+01 + RelativeStatEC2-: -6.31414216e+01 + RelativeStatHF+: -8.61999379e-03 + RelativeStatHF-: -8.61999379e-03 + PileUpDataMC+: 2.96053470e+01 + PileUpDataMC-: -1.94564447e+00 + PileUpPtRef+: 1.21300416e+00 PileUpPtRef-: 0.0 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: 149.60428440876692 - PileUpPtEC1-: -1.0131812125996194 - PileUpPtEC2+: 1.6564270505715846 - PileUpPtEC2-: -1.409277617629158 + PileUpPtEC1+: 1.49604284e+02 + PileUpPtEC1-: -1.01318121e+00 + PileUpPtEC2+: 1.65642705e+00 + PileUpPtEC2-: -1.40927762e+00 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 131331.00186674707 - RelativeStatFSR-: -131331.00186674707 - luminosity_uncertainty: 483.38159999999993 + RelativeStatFSR+: 1.31331002e+05 + RelativeStatFSR-: -1.31331002e+05 + luminosity_uncertainty: 4.83381600e+02 uncorrelated_uncertainty: 185.916 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -55186,57 +55186,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 575.0168189841357 - Unfolding-: -617.4791949630741 - AbsoluteStat+: -4.820728567020637 - AbsoluteStat-: 8.940762199156625 - AbsoluteScale+: 62.05028316426888 - AbsoluteScale-: -48.40447936670299 - AbsoluteMPFBias+: 23.531781115262987 - AbsoluteMPFBias-: -141.58507408457115 - Fragmentation+: 50.021467677975245 - Fragmentation-: -45.775230080081414 - SinglePionECAL+: -18.509914977815804 - SinglePionECAL-: 22.493227647047473 - SinglePionHCAL+: -42.47552222537134 - SinglePionHCAL-: 46.4325424017368 - FlavorQCD+: 561.2132602293726 - FlavorQCD-: -538.207328971434 - RelativeJEREC1+: 13.127841688101466 - RelativeJEREC1-: -12.846512014432957 - RelativeJEREC2+: 37.62455729155457 - RelativeJEREC2-: -36.25734766251136 - RelativeJERHF+: -0.008619993786188794 - RelativeJERHF-: -0.008619993786188794 - RelativePtBB+: -0.008619993786188794 - RelativePtBB-: -0.008619993786188794 - RelativePtEC1+: -179.972113669246 - RelativePtEC1-: 273.44192580864257 - RelativePtEC2+: -192.5925102450295 - RelativePtEC2-: 199.42855839024554 - RelativePtHF+: -0.008619993786188794 - RelativePtHF-: -0.008619993786188794 - RelativeFSR+: 81.63819034959954 - RelativeFSR-: -68.20272649496334 - RelativeStatEC2+: 66.7697856337546 - RelativeStatEC2-: -63.14142161821683 - RelativeStatHF+: -0.008619993786188794 - RelativeStatHF-: -0.008619993786188794 - PileUpDataMC+: 29.6053469673588 - PileUpDataMC-: -1.945644472099957 - PileUpPtRef+: 1.2130041583828584 + Unfolding+: 5.75016819e+02 + Unfolding-: -6.17479195e+02 + AbsoluteStat+: -4.82072857e+00 + AbsoluteStat-: 8.94076220e+00 + AbsoluteScale+: 6.20502832e+01 + AbsoluteScale-: -4.84044794e+01 + AbsoluteMPFBias+: 2.35317811e+01 + AbsoluteMPFBias-: -1.41585074e+02 + Fragmentation+: 5.00214677e+01 + Fragmentation-: -4.57752301e+01 + SinglePionECAL+: -1.85099150e+01 + SinglePionECAL-: 2.24932276e+01 + SinglePionHCAL+: -4.24755222e+01 + SinglePionHCAL-: 4.64325424e+01 + FlavorQCD+: 5.61213260e+02 + FlavorQCD-: -5.38207329e+02 + RelativeJEREC1+: 1.31278417e+01 + RelativeJEREC1-: -1.28465120e+01 + RelativeJEREC2+: 3.76245573e+01 + RelativeJEREC2-: -3.62573477e+01 + RelativeJERHF+: -8.61999379e-03 + RelativeJERHF-: -8.61999379e-03 + RelativePtBB+: -8.61999379e-03 + RelativePtBB-: -8.61999379e-03 + RelativePtEC1+: -1.79972114e+02 + RelativePtEC1-: 2.73441926e+02 + RelativePtEC2+: -1.92592510e+02 + RelativePtEC2-: 1.99428558e+02 + RelativePtHF+: -8.61999379e-03 + RelativePtHF-: -8.61999379e-03 + RelativeFSR+: 8.16381903e+01 + RelativeFSR-: -6.82027265e+01 + RelativeStatEC2+: 6.67697856e+01 + RelativeStatEC2-: -6.31414216e+01 + RelativeStatHF+: -8.61999379e-03 + RelativeStatHF-: -8.61999379e-03 + PileUpDataMC+: 2.96053470e+01 + PileUpDataMC-: -1.94564447e+00 + PileUpPtRef+: 1.21300416e+00 PileUpPtRef-: 0.0 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: 149.60428440876692 - PileUpPtEC1-: -1.0131812125996194 - PileUpPtEC2+: 1.6564270505715846 - PileUpPtEC2-: -1.409277617629158 + PileUpPtEC1+: 1.49604284e+02 + PileUpPtEC1-: -1.01318121e+00 + PileUpPtEC2+: 1.65642705e+00 + PileUpPtEC2-: -1.40927762e+00 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 131331.00186674707 - RelativeStatFSR-: -131331.00186674707 - luminosity_uncertainty: 483.38159999999993 + RelativeStatFSR+: 1.31331002e+05 + RelativeStatFSR-: -1.31331002e+05 + luminosity_uncertainty: 4.83381600e+02 uncorrelated_uncertainty: 185.916 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -55477,57 +55477,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 575.0168189841357 - Unfolding-: -617.4791949630741 - AbsoluteStat+: -4.820728567020637 - AbsoluteStat-: 8.940762199156625 - AbsoluteScale+: 62.05028316426888 - AbsoluteScale-: -48.40447936670299 - AbsoluteMPFBias+: 23.531781115262987 - AbsoluteMPFBias-: -141.58507408457115 - Fragmentation+: 50.021467677975245 - Fragmentation-: -45.775230080081414 - SinglePionECAL+: -18.509914977815804 - SinglePionECAL-: 22.493227647047473 - SinglePionHCAL+: -42.47552222537134 - SinglePionHCAL-: 46.4325424017368 - FlavorQCD+: 561.2132602293726 - FlavorQCD-: -538.207328971434 - RelativeJEREC1+: 13.127841688101466 - RelativeJEREC1-: -12.846512014432957 - RelativeJEREC2+: 37.62455729155457 - RelativeJEREC2-: -36.25734766251136 - RelativeJERHF+: -0.008619993786188794 - RelativeJERHF-: -0.008619993786188794 - RelativePtBB+: -0.008619993786188794 - RelativePtBB-: -0.008619993786188794 - RelativePtEC1+: -179.972113669246 - RelativePtEC1-: 273.44192580864257 - RelativePtEC2+: -192.5925102450295 - RelativePtEC2-: 199.42855839024554 - RelativePtHF+: -0.008619993786188794 - RelativePtHF-: -0.008619993786188794 - RelativeFSR+: 81.63819034959954 - RelativeFSR-: -68.20272649496334 - RelativeStatEC2+: 66.7697856337546 - RelativeStatEC2-: -63.14142161821683 - RelativeStatHF+: -0.008619993786188794 - RelativeStatHF-: -0.008619993786188794 - PileUpDataMC+: 29.6053469673588 - PileUpDataMC-: -1.945644472099957 - PileUpPtRef+: 1.2130041583828584 + Unfolding+: 5.75016819e+02 + Unfolding-: -6.17479195e+02 + AbsoluteStat+: -4.82072857e+00 + AbsoluteStat-: 8.94076220e+00 + AbsoluteScale+: 6.20502832e+01 + AbsoluteScale-: -4.84044794e+01 + AbsoluteMPFBias+: 2.35317811e+01 + AbsoluteMPFBias-: -1.41585074e+02 + Fragmentation+: 5.00214677e+01 + Fragmentation-: -4.57752301e+01 + SinglePionECAL+: -1.85099150e+01 + SinglePionECAL-: 2.24932276e+01 + SinglePionHCAL+: -4.24755222e+01 + SinglePionHCAL-: 4.64325424e+01 + FlavorQCD+: 5.61213260e+02 + FlavorQCD-: -5.38207329e+02 + RelativeJEREC1+: 1.31278417e+01 + RelativeJEREC1-: -1.28465120e+01 + RelativeJEREC2+: 3.76245573e+01 + RelativeJEREC2-: -3.62573477e+01 + RelativeJERHF+: -8.61999379e-03 + RelativeJERHF-: -8.61999379e-03 + RelativePtBB+: -8.61999379e-03 + RelativePtBB-: -8.61999379e-03 + RelativePtEC1+: -1.79972114e+02 + RelativePtEC1-: 2.73441926e+02 + RelativePtEC2+: -1.92592510e+02 + RelativePtEC2-: 1.99428558e+02 + RelativePtHF+: -8.61999379e-03 + RelativePtHF-: -8.61999379e-03 + RelativeFSR+: 8.16381903e+01 + RelativeFSR-: -6.82027265e+01 + RelativeStatEC2+: 6.67697856e+01 + RelativeStatEC2-: -6.31414216e+01 + RelativeStatHF+: -8.61999379e-03 + RelativeStatHF-: -8.61999379e-03 + PileUpDataMC+: 2.96053470e+01 + PileUpDataMC-: -1.94564447e+00 + PileUpPtRef+: 1.21300416e+00 PileUpPtRef-: 0.0 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 - PileUpPtEC1+: 149.60428440876692 - PileUpPtEC1-: -1.0131812125996194 - PileUpPtEC2+: 1.6564270505715846 - PileUpPtEC2-: -1.409277617629158 + PileUpPtEC1+: 1.49604284e+02 + PileUpPtEC1-: -1.01318121e+00 + PileUpPtEC2+: 1.65642705e+00 + PileUpPtEC2-: -1.40927762e+00 PileUpPtHF+: 0.0 PileUpPtHF-: 0.0 - RelativeStatFSR+: 131331.00186674707 - RelativeStatFSR-: -131331.00186674707 - luminosity_uncertainty: 483.38159999999993 + RelativeStatFSR+: 1.31331002e+05 + RelativeStatFSR-: -1.31331002e+05 + luminosity_uncertainty: 4.83381600e+02 uncorrelated_uncertainty: 185.916 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -55768,243 +55768,243 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 575.0168189841357 - Unfolding-: -617.4791949630741 - AbsoluteStat+: -4.820728567020637 - AbsoluteStat-: 8.940762199156625 - AbsoluteScale+: 62.05028316426888 - AbsoluteScale-: -48.40447936670299 - AbsoluteMPFBias+: 23.531781115262987 - AbsoluteMPFBias-: -141.58507408457115 - Fragmentation+: 50.021467677975245 - Fragmentation-: -45.775230080081414 - SinglePionECAL+: -18.509914977815804 - SinglePionECAL-: 22.493227647047473 - SinglePionHCAL+: -42.47552222537134 - SinglePionHCAL-: 46.4325424017368 - FlavorQCD+: 561.2132602293726 - FlavorQCD-: -538.207328971434 - RelativeJEREC1+: 13.127841688101466 - RelativeJEREC1-: -12.846512014432957 - RelativeJEREC2+: 37.62455729155457 - RelativeJEREC2-: -36.25734766251136 - RelativeJERHF+: -0.008619993786188794 - RelativeJERHF-: -0.008619993786188794 - RelativePtBB+: -0.008619993786188794 - RelativePtBB-: -0.008619993786188794 - RelativePtEC1+: -179.972113669246 - RelativePtEC1-: 273.44192580864257 - RelativePtEC2+: -192.5925102450295 - RelativePtEC2-: 199.42855839024554 - RelativePtHF+: -0.008619993786188794 - RelativePtHF-: -0.008619993786188794 - RelativeFSR+: 81.63819034959954 - RelativeFSR-: -68.20272649496334 - RelativeStatEC2+: 66.7697856337546 - RelativeStatEC2-: -63.14142161821683 - RelativeStatHF+: -0.008619993786188794 - RelativeStatHF-: -0.008619993786188794 - PileUpDataMC+: 29.6053469673588 - PileUpDataMC-: -1.945644472099957 - PileUpPtRef+: 1.2130041583828584 + Unfolding+: 5.75016819e+02 + Unfolding-: -6.17479195e+02 + AbsoluteStat+: -4.82072857e+00 + AbsoluteStat-: 8.94076220e+00 + AbsoluteScale+: 6.20502832e+01 + AbsoluteScale-: -4.84044794e+01 + AbsoluteMPFBias+: 2.35317811e+01 + AbsoluteMPFBias-: -1.41585074e+02 + Fragmentation+: 5.00214677e+01 + Fragmentation-: -4.57752301e+01 + SinglePionECAL+: -1.85099150e+01 + SinglePionECAL-: 2.24932276e+01 + SinglePionHCAL+: -4.24755222e+01 + SinglePionHCAL-: 4.64325424e+01 + FlavorQCD+: 5.61213260e+02 + FlavorQCD-: -5.38207329e+02 + 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RelativeStatEC2+: 1.97166001e+02 + RelativeStatEC2-: -1.82943901e+02 + RelativeStatHF+: 2.73488323e+01 + RelativeStatHF-: -2.45662476e+01 + PileUpDataMC+: 4.27899689e+01 + PileUpDataMC-: -1.16956893e+01 + PileUpPtRef+: 1.43457699e+02 + PileUpPtRef-: -1.34889105e+02 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 85.39443222235182 - PileUpPtEC2-: -78.0537088152168 - PileUpPtHF+: 0.12322875033638232 - PileUpPtHF-: -0.19062913492897 - RelativeStatFSR+: 88247.68572476413 - RelativeStatFSR-: -88247.68572476413 - luminosity_uncertainty: 324.80760000000004 + PileUpPtEC2+: 8.53944322e+01 + PileUpPtEC2-: -7.80537088e+01 + PileUpPtHF+: 1.23228750e-01 + PileUpPtHF-: -1.90629135e-01 + RelativeStatFSR+: 8.82476857e+04 + RelativeStatFSR-: -8.82476857e+04 + luminosity_uncertainty: 3.24807600e+02 uncorrelated_uncertainty: 124.926 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -63625,57 +63625,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 548.566695045831 - Unfolding-: -609.5185500509234 - AbsoluteStat+: -0.8608345319197461 - AbsoluteStat-: 11.660354870539404 - AbsoluteScale+: 24.036231517225545 - AbsoluteScale-: -36.62411461610331 - AbsoluteMPFBias+: 140.71928264219144 - AbsoluteMPFBias-: -152.29130149098432 - Fragmentation+: 41.74760387740093 - Fragmentation-: -36.41210816391168 - SinglePionECAL+: -26.02379200652203 - SinglePionECAL-: 29.345226424190834 - SinglePionHCAL+: -73.41606767352499 - SinglePionHCAL-: 54.27365176105613 - FlavorQCD+: 419.06608716544645 - FlavorQCD-: -416.94602264353017 - RelativeJEREC1+: -0.023170538504109738 - RelativeJEREC1-: -0.023170538504109738 - RelativeJEREC2+: 16.854512949234227 - RelativeJEREC2-: -29.610234489430365 - RelativeJERHF+: 37.65764607053749 - RelativeJERHF-: -33.779694715865666 - RelativePtBB+: -0.023170538504109738 - RelativePtBB-: -0.023170538504109738 - RelativePtEC1+: -0.023170538504109738 - RelativePtEC1-: -0.023170538504109738 - RelativePtEC2+: -520.6525121739337 - RelativePtEC2-: 577.6292462004329 - RelativePtHF+: 5.692373241345145 - RelativePtHF-: -3.4769058159426582 - RelativeFSR+: 43.20514823621835 - RelativeFSR-: -54.07931251321381 - RelativeStatEC2+: 197.16600053821173 - RelativeStatEC2-: -182.94390103702352 - RelativeStatHF+: 27.34883233271969 - RelativeStatHF-: -24.566247647704607 - PileUpDataMC+: 42.78996893400974 - PileUpDataMC-: -11.695689279238007 - PileUpPtRef+: 143.45769931633328 - PileUpPtRef-: -134.88910520692173 + Unfolding+: 5.48566695e+02 + Unfolding-: -6.09518550e+02 + AbsoluteStat+: -8.60834532e-01 + AbsoluteStat-: 1.16603549e+01 + AbsoluteScale+: 2.40362315e+01 + AbsoluteScale-: -3.66241146e+01 + AbsoluteMPFBias+: 1.40719283e+02 + AbsoluteMPFBias-: -1.52291301e+02 + Fragmentation+: 4.17476039e+01 + Fragmentation-: -3.64121082e+01 + SinglePionECAL+: -2.60237920e+01 + SinglePionECAL-: 2.93452264e+01 + SinglePionHCAL+: -7.34160677e+01 + SinglePionHCAL-: 5.42736518e+01 + FlavorQCD+: 4.19066087e+02 + FlavorQCD-: -4.16946023e+02 + RelativeJEREC1+: -2.31705385e-02 + RelativeJEREC1-: -2.31705385e-02 + RelativeJEREC2+: 1.68545129e+01 + RelativeJEREC2-: -2.96102345e+01 + RelativeJERHF+: 3.76576461e+01 + RelativeJERHF-: -3.37796947e+01 + RelativePtBB+: -2.31705385e-02 + RelativePtBB-: -2.31705385e-02 + RelativePtEC1+: -2.31705385e-02 + RelativePtEC1-: -2.31705385e-02 + RelativePtEC2+: -5.20652512e+02 + RelativePtEC2-: 5.77629246e+02 + RelativePtHF+: 5.69237324e+00 + RelativePtHF-: -3.47690582e+00 + RelativeFSR+: 4.32051482e+01 + RelativeFSR-: -5.40793125e+01 + RelativeStatEC2+: 1.97166001e+02 + RelativeStatEC2-: -1.82943901e+02 + RelativeStatHF+: 2.73488323e+01 + RelativeStatHF-: -2.45662476e+01 + PileUpDataMC+: 4.27899689e+01 + PileUpDataMC-: -1.16956893e+01 + PileUpPtRef+: 1.43457699e+02 + PileUpPtRef-: -1.34889105e+02 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 85.39443222235182 - PileUpPtEC2-: -78.0537088152168 - PileUpPtHF+: 0.12322875033638232 - PileUpPtHF-: -0.19062913492897 - RelativeStatFSR+: 88247.68572476413 - RelativeStatFSR-: -88247.68572476413 - luminosity_uncertainty: 324.80760000000004 + PileUpPtEC2+: 8.53944322e+01 + PileUpPtEC2-: -7.80537088e+01 + PileUpPtHF+: 1.23228750e-01 + PileUpPtHF-: -1.90629135e-01 + RelativeStatFSR+: 8.82476857e+04 + RelativeStatFSR-: -8.82476857e+04 + luminosity_uncertainty: 3.24807600e+02 uncorrelated_uncertainty: 124.926 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -63916,57 +63916,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 548.566695045831 - Unfolding-: -609.5185500509234 - AbsoluteStat+: -0.8608345319197461 - AbsoluteStat-: 11.660354870539404 - AbsoluteScale+: 24.036231517225545 - AbsoluteScale-: -36.62411461610331 - AbsoluteMPFBias+: 140.71928264219144 - AbsoluteMPFBias-: -152.29130149098432 - Fragmentation+: 41.74760387740093 - Fragmentation-: -36.41210816391168 - SinglePionECAL+: -26.02379200652203 - SinglePionECAL-: 29.345226424190834 - SinglePionHCAL+: -73.41606767352499 - SinglePionHCAL-: 54.27365176105613 - FlavorQCD+: 419.06608716544645 - FlavorQCD-: -416.94602264353017 - RelativeJEREC1+: -0.023170538504109738 - RelativeJEREC1-: -0.023170538504109738 - RelativeJEREC2+: 16.854512949234227 - RelativeJEREC2-: -29.610234489430365 - RelativeJERHF+: 37.65764607053749 - RelativeJERHF-: -33.779694715865666 - RelativePtBB+: -0.023170538504109738 - RelativePtBB-: -0.023170538504109738 - RelativePtEC1+: -0.023170538504109738 - RelativePtEC1-: -0.023170538504109738 - RelativePtEC2+: -520.6525121739337 - RelativePtEC2-: 577.6292462004329 - RelativePtHF+: 5.692373241345145 - RelativePtHF-: -3.4769058159426582 - RelativeFSR+: 43.20514823621835 - RelativeFSR-: -54.07931251321381 - RelativeStatEC2+: 197.16600053821173 - RelativeStatEC2-: -182.94390103702352 - RelativeStatHF+: 27.34883233271969 - RelativeStatHF-: -24.566247647704607 - PileUpDataMC+: 42.78996893400974 - PileUpDataMC-: -11.695689279238007 - PileUpPtRef+: 143.45769931633328 - PileUpPtRef-: -134.88910520692173 + Unfolding+: 5.48566695e+02 + Unfolding-: -6.09518550e+02 + AbsoluteStat+: -8.60834532e-01 + AbsoluteStat-: 1.16603549e+01 + AbsoluteScale+: 2.40362315e+01 + AbsoluteScale-: -3.66241146e+01 + AbsoluteMPFBias+: 1.40719283e+02 + AbsoluteMPFBias-: -1.52291301e+02 + Fragmentation+: 4.17476039e+01 + Fragmentation-: -3.64121082e+01 + SinglePionECAL+: -2.60237920e+01 + SinglePionECAL-: 2.93452264e+01 + SinglePionHCAL+: -7.34160677e+01 + SinglePionHCAL-: 5.42736518e+01 + FlavorQCD+: 4.19066087e+02 + FlavorQCD-: -4.16946023e+02 + RelativeJEREC1+: -2.31705385e-02 + RelativeJEREC1-: -2.31705385e-02 + RelativeJEREC2+: 1.68545129e+01 + RelativeJEREC2-: -2.96102345e+01 + RelativeJERHF+: 3.76576461e+01 + RelativeJERHF-: -3.37796947e+01 + RelativePtBB+: -2.31705385e-02 + RelativePtBB-: -2.31705385e-02 + RelativePtEC1+: -2.31705385e-02 + RelativePtEC1-: -2.31705385e-02 + RelativePtEC2+: -5.20652512e+02 + RelativePtEC2-: 5.77629246e+02 + RelativePtHF+: 5.69237324e+00 + RelativePtHF-: -3.47690582e+00 + RelativeFSR+: 4.32051482e+01 + RelativeFSR-: -5.40793125e+01 + RelativeStatEC2+: 1.97166001e+02 + RelativeStatEC2-: -1.82943901e+02 + RelativeStatHF+: 2.73488323e+01 + RelativeStatHF-: -2.45662476e+01 + PileUpDataMC+: 4.27899689e+01 + PileUpDataMC-: -1.16956893e+01 + PileUpPtRef+: 1.43457699e+02 + PileUpPtRef-: -1.34889105e+02 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 85.39443222235182 - PileUpPtEC2-: -78.0537088152168 - PileUpPtHF+: 0.12322875033638232 - PileUpPtHF-: -0.19062913492897 - RelativeStatFSR+: 88247.68572476413 - RelativeStatFSR-: -88247.68572476413 - luminosity_uncertainty: 324.80760000000004 + PileUpPtEC2+: 8.53944322e+01 + PileUpPtEC2-: -7.80537088e+01 + PileUpPtHF+: 1.23228750e-01 + PileUpPtHF-: -1.90629135e-01 + RelativeStatFSR+: 8.82476857e+04 + RelativeStatFSR-: -8.82476857e+04 + luminosity_uncertainty: 3.24807600e+02 uncorrelated_uncertainty: 124.926 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -64207,57 +64207,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 548.566695045831 - Unfolding-: -609.5185500509234 - AbsoluteStat+: -0.8608345319197461 - AbsoluteStat-: 11.660354870539404 - AbsoluteScale+: 24.036231517225545 - AbsoluteScale-: -36.62411461610331 - AbsoluteMPFBias+: 140.71928264219144 - AbsoluteMPFBias-: -152.29130149098432 - Fragmentation+: 41.74760387740093 - Fragmentation-: -36.41210816391168 - SinglePionECAL+: -26.02379200652203 - SinglePionECAL-: 29.345226424190834 - SinglePionHCAL+: -73.41606767352499 - SinglePionHCAL-: 54.27365176105613 - FlavorQCD+: 419.06608716544645 - FlavorQCD-: -416.94602264353017 - RelativeJEREC1+: -0.023170538504109738 - RelativeJEREC1-: -0.023170538504109738 - RelativeJEREC2+: 16.854512949234227 - RelativeJEREC2-: -29.610234489430365 - RelativeJERHF+: 37.65764607053749 - RelativeJERHF-: -33.779694715865666 - RelativePtBB+: -0.023170538504109738 - RelativePtBB-: -0.023170538504109738 - RelativePtEC1+: -0.023170538504109738 - RelativePtEC1-: -0.023170538504109738 - RelativePtEC2+: -520.6525121739337 - RelativePtEC2-: 577.6292462004329 - RelativePtHF+: 5.692373241345145 - RelativePtHF-: -3.4769058159426582 - RelativeFSR+: 43.20514823621835 - RelativeFSR-: -54.07931251321381 - RelativeStatEC2+: 197.16600053821173 - RelativeStatEC2-: -182.94390103702352 - RelativeStatHF+: 27.34883233271969 - RelativeStatHF-: -24.566247647704607 - PileUpDataMC+: 42.78996893400974 - PileUpDataMC-: -11.695689279238007 - PileUpPtRef+: 143.45769931633328 - PileUpPtRef-: -134.88910520692173 + Unfolding+: 5.48566695e+02 + Unfolding-: -6.09518550e+02 + AbsoluteStat+: -8.60834532e-01 + AbsoluteStat-: 1.16603549e+01 + AbsoluteScale+: 2.40362315e+01 + AbsoluteScale-: -3.66241146e+01 + AbsoluteMPFBias+: 1.40719283e+02 + AbsoluteMPFBias-: -1.52291301e+02 + Fragmentation+: 4.17476039e+01 + Fragmentation-: -3.64121082e+01 + SinglePionECAL+: -2.60237920e+01 + SinglePionECAL-: 2.93452264e+01 + SinglePionHCAL+: -7.34160677e+01 + SinglePionHCAL-: 5.42736518e+01 + FlavorQCD+: 4.19066087e+02 + FlavorQCD-: -4.16946023e+02 + RelativeJEREC1+: -2.31705385e-02 + RelativeJEREC1-: -2.31705385e-02 + RelativeJEREC2+: 1.68545129e+01 + RelativeJEREC2-: -2.96102345e+01 + RelativeJERHF+: 3.76576461e+01 + RelativeJERHF-: -3.37796947e+01 + RelativePtBB+: -2.31705385e-02 + RelativePtBB-: -2.31705385e-02 + RelativePtEC1+: -2.31705385e-02 + RelativePtEC1-: -2.31705385e-02 + RelativePtEC2+: -5.20652512e+02 + RelativePtEC2-: 5.77629246e+02 + RelativePtHF+: 5.69237324e+00 + RelativePtHF-: -3.47690582e+00 + RelativeFSR+: 4.32051482e+01 + RelativeFSR-: -5.40793125e+01 + RelativeStatEC2+: 1.97166001e+02 + RelativeStatEC2-: -1.82943901e+02 + RelativeStatHF+: 2.73488323e+01 + RelativeStatHF-: -2.45662476e+01 + PileUpDataMC+: 4.27899689e+01 + PileUpDataMC-: -1.16956893e+01 + PileUpPtRef+: 1.43457699e+02 + PileUpPtRef-: -1.34889105e+02 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 85.39443222235182 - PileUpPtEC2-: -78.0537088152168 - PileUpPtHF+: 0.12322875033638232 - PileUpPtHF-: -0.19062913492897 - RelativeStatFSR+: 88247.68572476413 - RelativeStatFSR-: -88247.68572476413 - luminosity_uncertainty: 324.80760000000004 + PileUpPtEC2+: 8.53944322e+01 + PileUpPtEC2-: -7.80537088e+01 + PileUpPtHF+: 1.23228750e-01 + PileUpPtHF-: -1.90629135e-01 + RelativeStatFSR+: 8.82476857e+04 + RelativeStatFSR-: -8.82476857e+04 + luminosity_uncertainty: 3.24807600e+02 uncorrelated_uncertainty: 124.926 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -64498,57 +64498,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 548.566695045831 - Unfolding-: -609.5185500509234 - AbsoluteStat+: -0.8608345319197461 - AbsoluteStat-: 11.660354870539404 - AbsoluteScale+: 24.036231517225545 - AbsoluteScale-: -36.62411461610331 - AbsoluteMPFBias+: 140.71928264219144 - AbsoluteMPFBias-: -152.29130149098432 - Fragmentation+: 41.74760387740093 - Fragmentation-: -36.41210816391168 - SinglePionECAL+: -26.02379200652203 - SinglePionECAL-: 29.345226424190834 - SinglePionHCAL+: -73.41606767352499 - SinglePionHCAL-: 54.27365176105613 - FlavorQCD+: 419.06608716544645 - FlavorQCD-: -416.94602264353017 - RelativeJEREC1+: -0.023170538504109738 - RelativeJEREC1-: -0.023170538504109738 - RelativeJEREC2+: 16.854512949234227 - RelativeJEREC2-: -29.610234489430365 - RelativeJERHF+: 37.65764607053749 - RelativeJERHF-: -33.779694715865666 - RelativePtBB+: -0.023170538504109738 - RelativePtBB-: -0.023170538504109738 - RelativePtEC1+: -0.023170538504109738 - RelativePtEC1-: -0.023170538504109738 - RelativePtEC2+: -520.6525121739337 - RelativePtEC2-: 577.6292462004329 - RelativePtHF+: 5.692373241345145 - RelativePtHF-: -3.4769058159426582 - RelativeFSR+: 43.20514823621835 - RelativeFSR-: -54.07931251321381 - RelativeStatEC2+: 197.16600053821173 - RelativeStatEC2-: -182.94390103702352 - RelativeStatHF+: 27.34883233271969 - RelativeStatHF-: -24.566247647704607 - PileUpDataMC+: 42.78996893400974 - PileUpDataMC-: -11.695689279238007 - PileUpPtRef+: 143.45769931633328 - PileUpPtRef-: -134.88910520692173 + Unfolding+: 5.48566695e+02 + Unfolding-: -6.09518550e+02 + AbsoluteStat+: -8.60834532e-01 + AbsoluteStat-: 1.16603549e+01 + AbsoluteScale+: 2.40362315e+01 + AbsoluteScale-: -3.66241146e+01 + AbsoluteMPFBias+: 1.40719283e+02 + AbsoluteMPFBias-: -1.52291301e+02 + Fragmentation+: 4.17476039e+01 + Fragmentation-: -3.64121082e+01 + SinglePionECAL+: -2.60237920e+01 + SinglePionECAL-: 2.93452264e+01 + SinglePionHCAL+: -7.34160677e+01 + SinglePionHCAL-: 5.42736518e+01 + FlavorQCD+: 4.19066087e+02 + FlavorQCD-: -4.16946023e+02 + RelativeJEREC1+: -2.31705385e-02 + RelativeJEREC1-: -2.31705385e-02 + RelativeJEREC2+: 1.68545129e+01 + RelativeJEREC2-: -2.96102345e+01 + RelativeJERHF+: 3.76576461e+01 + RelativeJERHF-: -3.37796947e+01 + RelativePtBB+: -2.31705385e-02 + RelativePtBB-: -2.31705385e-02 + RelativePtEC1+: -2.31705385e-02 + RelativePtEC1-: -2.31705385e-02 + RelativePtEC2+: -5.20652512e+02 + RelativePtEC2-: 5.77629246e+02 + RelativePtHF+: 5.69237324e+00 + RelativePtHF-: -3.47690582e+00 + RelativeFSR+: 4.32051482e+01 + RelativeFSR-: -5.40793125e+01 + RelativeStatEC2+: 1.97166001e+02 + RelativeStatEC2-: -1.82943901e+02 + RelativeStatHF+: 2.73488323e+01 + RelativeStatHF-: -2.45662476e+01 + PileUpDataMC+: 4.27899689e+01 + PileUpDataMC-: -1.16956893e+01 + PileUpPtRef+: 1.43457699e+02 + PileUpPtRef-: -1.34889105e+02 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 85.39443222235182 - PileUpPtEC2-: -78.0537088152168 - PileUpPtHF+: 0.12322875033638232 - PileUpPtHF-: -0.19062913492897 - RelativeStatFSR+: 88247.68572476413 - RelativeStatFSR-: -88247.68572476413 - luminosity_uncertainty: 324.80760000000004 + PileUpPtEC2+: 8.53944322e+01 + PileUpPtEC2-: -7.80537088e+01 + PileUpPtHF+: 1.23228750e-01 + PileUpPtHF-: -1.90629135e-01 + RelativeStatFSR+: 8.82476857e+04 + RelativeStatFSR-: -8.82476857e+04 + luminosity_uncertainty: 3.24807600e+02 uncorrelated_uncertainty: 124.926 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -64789,57 +64789,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 548.566695045831 - Unfolding-: -609.5185500509234 - AbsoluteStat+: -0.8608345319197461 - AbsoluteStat-: 11.660354870539404 - AbsoluteScale+: 24.036231517225545 - AbsoluteScale-: -36.62411461610331 - AbsoluteMPFBias+: 140.71928264219144 - AbsoluteMPFBias-: -152.29130149098432 - Fragmentation+: 41.74760387740093 - Fragmentation-: -36.41210816391168 - SinglePionECAL+: -26.02379200652203 - SinglePionECAL-: 29.345226424190834 - SinglePionHCAL+: -73.41606767352499 - SinglePionHCAL-: 54.27365176105613 - FlavorQCD+: 419.06608716544645 - FlavorQCD-: -416.94602264353017 - RelativeJEREC1+: -0.023170538504109738 - RelativeJEREC1-: -0.023170538504109738 - RelativeJEREC2+: 16.854512949234227 - RelativeJEREC2-: -29.610234489430365 - RelativeJERHF+: 37.65764607053749 - RelativeJERHF-: -33.779694715865666 - RelativePtBB+: -0.023170538504109738 - RelativePtBB-: -0.023170538504109738 - RelativePtEC1+: -0.023170538504109738 - RelativePtEC1-: -0.023170538504109738 - RelativePtEC2+: -520.6525121739337 - RelativePtEC2-: 577.6292462004329 - RelativePtHF+: 5.692373241345145 - RelativePtHF-: -3.4769058159426582 - RelativeFSR+: 43.20514823621835 - RelativeFSR-: -54.07931251321381 - RelativeStatEC2+: 197.16600053821173 - RelativeStatEC2-: -182.94390103702352 - RelativeStatHF+: 27.34883233271969 - RelativeStatHF-: -24.566247647704607 - PileUpDataMC+: 42.78996893400974 - PileUpDataMC-: -11.695689279238007 - PileUpPtRef+: 143.45769931633328 - PileUpPtRef-: -134.88910520692173 + Unfolding+: 5.48566695e+02 + Unfolding-: -6.09518550e+02 + AbsoluteStat+: -8.60834532e-01 + AbsoluteStat-: 1.16603549e+01 + AbsoluteScale+: 2.40362315e+01 + AbsoluteScale-: -3.66241146e+01 + AbsoluteMPFBias+: 1.40719283e+02 + AbsoluteMPFBias-: -1.52291301e+02 + Fragmentation+: 4.17476039e+01 + Fragmentation-: -3.64121082e+01 + SinglePionECAL+: -2.60237920e+01 + SinglePionECAL-: 2.93452264e+01 + SinglePionHCAL+: -7.34160677e+01 + SinglePionHCAL-: 5.42736518e+01 + FlavorQCD+: 4.19066087e+02 + FlavorQCD-: -4.16946023e+02 + RelativeJEREC1+: -2.31705385e-02 + RelativeJEREC1-: -2.31705385e-02 + RelativeJEREC2+: 1.68545129e+01 + RelativeJEREC2-: -2.96102345e+01 + RelativeJERHF+: 3.76576461e+01 + RelativeJERHF-: -3.37796947e+01 + RelativePtBB+: -2.31705385e-02 + RelativePtBB-: -2.31705385e-02 + RelativePtEC1+: -2.31705385e-02 + RelativePtEC1-: -2.31705385e-02 + RelativePtEC2+: -5.20652512e+02 + RelativePtEC2-: 5.77629246e+02 + RelativePtHF+: 5.69237324e+00 + RelativePtHF-: -3.47690582e+00 + RelativeFSR+: 4.32051482e+01 + RelativeFSR-: -5.40793125e+01 + RelativeStatEC2+: 1.97166001e+02 + RelativeStatEC2-: -1.82943901e+02 + RelativeStatHF+: 2.73488323e+01 + RelativeStatHF-: -2.45662476e+01 + PileUpDataMC+: 4.27899689e+01 + PileUpDataMC-: -1.16956893e+01 + PileUpPtRef+: 1.43457699e+02 + PileUpPtRef-: -1.34889105e+02 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 85.39443222235182 - PileUpPtEC2-: -78.0537088152168 - PileUpPtHF+: 0.12322875033638232 - PileUpPtHF-: -0.19062913492897 - RelativeStatFSR+: 88247.68572476413 - RelativeStatFSR-: -88247.68572476413 - luminosity_uncertainty: 324.80760000000004 + PileUpPtEC2+: 8.53944322e+01 + PileUpPtEC2-: -7.80537088e+01 + PileUpPtHF+: 1.23228750e-01 + PileUpPtHF-: -1.90629135e-01 + RelativeStatFSR+: 8.82476857e+04 + RelativeStatFSR-: -8.82476857e+04 + luminosity_uncertainty: 3.24807600e+02 uncorrelated_uncertainty: 124.926 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -65080,57 +65080,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 548.566695045831 - Unfolding-: -609.5185500509234 - AbsoluteStat+: -0.8608345319197461 - AbsoluteStat-: 11.660354870539404 - AbsoluteScale+: 24.036231517225545 - AbsoluteScale-: -36.62411461610331 - AbsoluteMPFBias+: 140.71928264219144 - AbsoluteMPFBias-: -152.29130149098432 - Fragmentation+: 41.74760387740093 - Fragmentation-: -36.41210816391168 - SinglePionECAL+: -26.02379200652203 - SinglePionECAL-: 29.345226424190834 - SinglePionHCAL+: -73.41606767352499 - SinglePionHCAL-: 54.27365176105613 - FlavorQCD+: 419.06608716544645 - FlavorQCD-: -416.94602264353017 - RelativeJEREC1+: -0.023170538504109738 - RelativeJEREC1-: -0.023170538504109738 - RelativeJEREC2+: 16.854512949234227 - RelativeJEREC2-: -29.610234489430365 - RelativeJERHF+: 37.65764607053749 - RelativeJERHF-: -33.779694715865666 - RelativePtBB+: -0.023170538504109738 - RelativePtBB-: -0.023170538504109738 - RelativePtEC1+: -0.023170538504109738 - RelativePtEC1-: -0.023170538504109738 - RelativePtEC2+: -520.6525121739337 - RelativePtEC2-: 577.6292462004329 - RelativePtHF+: 5.692373241345145 - RelativePtHF-: -3.4769058159426582 - RelativeFSR+: 43.20514823621835 - RelativeFSR-: -54.07931251321381 - RelativeStatEC2+: 197.16600053821173 - RelativeStatEC2-: -182.94390103702352 - RelativeStatHF+: 27.34883233271969 - RelativeStatHF-: -24.566247647704607 - PileUpDataMC+: 42.78996893400974 - PileUpDataMC-: -11.695689279238007 - PileUpPtRef+: 143.45769931633328 - PileUpPtRef-: -134.88910520692173 + Unfolding+: 5.48566695e+02 + Unfolding-: -6.09518550e+02 + AbsoluteStat+: -8.60834532e-01 + AbsoluteStat-: 1.16603549e+01 + AbsoluteScale+: 2.40362315e+01 + AbsoluteScale-: -3.66241146e+01 + AbsoluteMPFBias+: 1.40719283e+02 + AbsoluteMPFBias-: -1.52291301e+02 + Fragmentation+: 4.17476039e+01 + Fragmentation-: -3.64121082e+01 + SinglePionECAL+: -2.60237920e+01 + SinglePionECAL-: 2.93452264e+01 + SinglePionHCAL+: -7.34160677e+01 + SinglePionHCAL-: 5.42736518e+01 + FlavorQCD+: 4.19066087e+02 + FlavorQCD-: -4.16946023e+02 + RelativeJEREC1+: -2.31705385e-02 + RelativeJEREC1-: -2.31705385e-02 + RelativeJEREC2+: 1.68545129e+01 + RelativeJEREC2-: -2.96102345e+01 + RelativeJERHF+: 3.76576461e+01 + RelativeJERHF-: -3.37796947e+01 + RelativePtBB+: -2.31705385e-02 + RelativePtBB-: -2.31705385e-02 + RelativePtEC1+: -2.31705385e-02 + RelativePtEC1-: -2.31705385e-02 + RelativePtEC2+: -5.20652512e+02 + RelativePtEC2-: 5.77629246e+02 + RelativePtHF+: 5.69237324e+00 + RelativePtHF-: -3.47690582e+00 + RelativeFSR+: 4.32051482e+01 + RelativeFSR-: -5.40793125e+01 + RelativeStatEC2+: 1.97166001e+02 + RelativeStatEC2-: -1.82943901e+02 + RelativeStatHF+: 2.73488323e+01 + RelativeStatHF-: -2.45662476e+01 + PileUpDataMC+: 4.27899689e+01 + PileUpDataMC-: -1.16956893e+01 + PileUpPtRef+: 1.43457699e+02 + PileUpPtRef-: -1.34889105e+02 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 85.39443222235182 - PileUpPtEC2-: -78.0537088152168 - PileUpPtHF+: 0.12322875033638232 - PileUpPtHF-: -0.19062913492897 - RelativeStatFSR+: 88247.68572476413 - RelativeStatFSR-: -88247.68572476413 - luminosity_uncertainty: 324.80760000000004 + PileUpPtEC2+: 8.53944322e+01 + PileUpPtEC2-: -7.80537088e+01 + PileUpPtHF+: 1.23228750e-01 + PileUpPtHF-: -1.90629135e-01 + RelativeStatFSR+: 8.82476857e+04 + RelativeStatFSR-: -8.82476857e+04 + luminosity_uncertainty: 3.24807600e+02 uncorrelated_uncertainty: 124.926 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -65371,57 +65371,57 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 548.566695045831 - Unfolding-: -609.5185500509234 - AbsoluteStat+: -0.8608345319197461 - AbsoluteStat-: 11.660354870539404 - AbsoluteScale+: 24.036231517225545 - AbsoluteScale-: -36.62411461610331 - AbsoluteMPFBias+: 140.71928264219144 - AbsoluteMPFBias-: -152.29130149098432 - Fragmentation+: 41.74760387740093 - Fragmentation-: -36.41210816391168 - SinglePionECAL+: -26.02379200652203 - SinglePionECAL-: 29.345226424190834 - SinglePionHCAL+: -73.41606767352499 - SinglePionHCAL-: 54.27365176105613 - FlavorQCD+: 419.06608716544645 - FlavorQCD-: -416.94602264353017 - RelativeJEREC1+: -0.023170538504109738 - RelativeJEREC1-: -0.023170538504109738 - RelativeJEREC2+: 16.854512949234227 - RelativeJEREC2-: -29.610234489430365 - RelativeJERHF+: 37.65764607053749 - RelativeJERHF-: -33.779694715865666 - RelativePtBB+: -0.023170538504109738 - RelativePtBB-: -0.023170538504109738 - RelativePtEC1+: -0.023170538504109738 - RelativePtEC1-: -0.023170538504109738 - RelativePtEC2+: -520.6525121739337 - RelativePtEC2-: 577.6292462004329 - RelativePtHF+: 5.692373241345145 - RelativePtHF-: -3.4769058159426582 - RelativeFSR+: 43.20514823621835 - RelativeFSR-: -54.07931251321381 - RelativeStatEC2+: 197.16600053821173 - RelativeStatEC2-: -182.94390103702352 - RelativeStatHF+: 27.34883233271969 - RelativeStatHF-: -24.566247647704607 - PileUpDataMC+: 42.78996893400974 - PileUpDataMC-: -11.695689279238007 - PileUpPtRef+: 143.45769931633328 - PileUpPtRef-: -134.88910520692173 + Unfolding+: 5.48566695e+02 + Unfolding-: -6.09518550e+02 + AbsoluteStat+: -8.60834532e-01 + AbsoluteStat-: 1.16603549e+01 + AbsoluteScale+: 2.40362315e+01 + AbsoluteScale-: -3.66241146e+01 + AbsoluteMPFBias+: 1.40719283e+02 + AbsoluteMPFBias-: -1.52291301e+02 + Fragmentation+: 4.17476039e+01 + Fragmentation-: -3.64121082e+01 + SinglePionECAL+: -2.60237920e+01 + SinglePionECAL-: 2.93452264e+01 + SinglePionHCAL+: -7.34160677e+01 + SinglePionHCAL-: 5.42736518e+01 + FlavorQCD+: 4.19066087e+02 + FlavorQCD-: -4.16946023e+02 + RelativeJEREC1+: -2.31705385e-02 + RelativeJEREC1-: -2.31705385e-02 + RelativeJEREC2+: 1.68545129e+01 + RelativeJEREC2-: -2.96102345e+01 + RelativeJERHF+: 3.76576461e+01 + RelativeJERHF-: -3.37796947e+01 + RelativePtBB+: -2.31705385e-02 + RelativePtBB-: -2.31705385e-02 + RelativePtEC1+: -2.31705385e-02 + RelativePtEC1-: -2.31705385e-02 + RelativePtEC2+: -5.20652512e+02 + RelativePtEC2-: 5.77629246e+02 + RelativePtHF+: 5.69237324e+00 + RelativePtHF-: -3.47690582e+00 + RelativeFSR+: 4.32051482e+01 + RelativeFSR-: -5.40793125e+01 + RelativeStatEC2+: 1.97166001e+02 + RelativeStatEC2-: -1.82943901e+02 + RelativeStatHF+: 2.73488323e+01 + RelativeStatHF-: -2.45662476e+01 + PileUpDataMC+: 4.27899689e+01 + PileUpDataMC-: -1.16956893e+01 + PileUpPtRef+: 1.43457699e+02 + PileUpPtRef-: -1.34889105e+02 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 85.39443222235182 - PileUpPtEC2-: -78.0537088152168 - PileUpPtHF+: 0.12322875033638232 - PileUpPtHF-: -0.19062913492897 - RelativeStatFSR+: 88247.68572476413 - RelativeStatFSR-: -88247.68572476413 - luminosity_uncertainty: 324.80760000000004 + PileUpPtEC2+: 8.53944322e+01 + PileUpPtEC2-: -7.80537088e+01 + PileUpPtHF+: 1.23228750e-01 + PileUpPtHF-: -1.90629135e-01 + RelativeStatFSR+: 8.82476857e+04 + RelativeStatFSR-: -8.82476857e+04 + luminosity_uncertainty: 3.24807600e+02 uncorrelated_uncertainty: 124.926 - art_sys_1: 0.0 art_sys_2: 0.0 @@ -65662,243 +65662,243 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 548.566695045831 - Unfolding-: -609.5185500509234 - AbsoluteStat+: -0.8608345319197461 - AbsoluteStat-: 11.660354870539404 - AbsoluteScale+: 24.036231517225545 - AbsoluteScale-: -36.62411461610331 - AbsoluteMPFBias+: 140.71928264219144 - AbsoluteMPFBias-: -152.29130149098432 - Fragmentation+: 41.74760387740093 - Fragmentation-: -36.41210816391168 - SinglePionECAL+: -26.02379200652203 - SinglePionECAL-: 29.345226424190834 - SinglePionHCAL+: -73.41606767352499 - SinglePionHCAL-: 54.27365176105613 - FlavorQCD+: 419.06608716544645 - FlavorQCD-: -416.94602264353017 - RelativeJEREC1+: -0.023170538504109738 - RelativeJEREC1-: -0.023170538504109738 - RelativeJEREC2+: 16.854512949234227 - RelativeJEREC2-: -29.610234489430365 - RelativeJERHF+: 37.65764607053749 - RelativeJERHF-: -33.779694715865666 - RelativePtBB+: -0.023170538504109738 - RelativePtBB-: -0.023170538504109738 - RelativePtEC1+: -0.023170538504109738 - RelativePtEC1-: -0.023170538504109738 - RelativePtEC2+: -520.6525121739337 - RelativePtEC2-: 577.6292462004329 - RelativePtHF+: 5.692373241345145 - RelativePtHF-: -3.4769058159426582 - RelativeFSR+: 43.20514823621835 - RelativeFSR-: -54.07931251321381 - RelativeStatEC2+: 197.16600053821173 - RelativeStatEC2-: -182.94390103702352 - RelativeStatHF+: 27.34883233271969 - RelativeStatHF-: -24.566247647704607 - PileUpDataMC+: 42.78996893400974 - PileUpDataMC-: -11.695689279238007 - PileUpPtRef+: 143.45769931633328 - PileUpPtRef-: -134.88910520692173 + Unfolding+: 5.48566695e+02 + Unfolding-: -6.09518550e+02 + AbsoluteStat+: -8.60834532e-01 + AbsoluteStat-: 1.16603549e+01 + AbsoluteScale+: 2.40362315e+01 + AbsoluteScale-: -3.66241146e+01 + AbsoluteMPFBias+: 1.40719283e+02 + AbsoluteMPFBias-: -1.52291301e+02 + Fragmentation+: 4.17476039e+01 + Fragmentation-: -3.64121082e+01 + SinglePionECAL+: -2.60237920e+01 + SinglePionECAL-: 2.93452264e+01 + SinglePionHCAL+: -7.34160677e+01 + SinglePionHCAL-: 5.42736518e+01 + FlavorQCD+: 4.19066087e+02 + FlavorQCD-: -4.16946023e+02 + RelativeJEREC1+: -2.31705385e-02 + RelativeJEREC1-: -2.31705385e-02 + RelativeJEREC2+: 1.68545129e+01 + RelativeJEREC2-: -2.96102345e+01 + RelativeJERHF+: 3.76576461e+01 + RelativeJERHF-: -3.37796947e+01 + RelativePtBB+: -2.31705385e-02 + RelativePtBB-: -2.31705385e-02 + RelativePtEC1+: -2.31705385e-02 + RelativePtEC1-: -2.31705385e-02 + RelativePtEC2+: -5.20652512e+02 + RelativePtEC2-: 5.77629246e+02 + RelativePtHF+: 5.69237324e+00 + RelativePtHF-: -3.47690582e+00 + RelativeFSR+: 4.32051482e+01 + RelativeFSR-: -5.40793125e+01 + RelativeStatEC2+: 1.97166001e+02 + RelativeStatEC2-: -1.82943901e+02 + RelativeStatHF+: 2.73488323e+01 + RelativeStatHF-: -2.45662476e+01 + PileUpDataMC+: 4.27899689e+01 + PileUpDataMC-: -1.16956893e+01 + PileUpPtRef+: 1.43457699e+02 + PileUpPtRef-: -1.34889105e+02 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 85.39443222235182 - PileUpPtEC2-: -78.0537088152168 - PileUpPtHF+: 0.12322875033638232 - PileUpPtHF-: -0.19062913492897 - RelativeStatFSR+: 88247.68572476413 - RelativeStatFSR-: -88247.68572476413 - luminosity_uncertainty: 324.80760000000004 + 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art_sys_144: 1.67753472e-26 + art_sys_145: 1.32298088e-25 + art_sys_146: -7.68301408e-26 + art_sys_147: 3.55216456e-25 + art_sys_148: 2.73606374e-26 + art_sys_149: -4.21958837e-26 + art_sys_150: 1.63215798e-26 + art_sys_151: -6.48907769e-27 + art_sys_152: 5.34407949e-29 + art_sys_153: 1.47626058e-29 + art_sys_154: 6.25466571e-30 + art_sys_155: -4.07040783e-31 + art_sys_156: 1.27455464e-31 + art_sys_157: 7.71985675e-32 + art_sys_158: 2.57556650e-32 + art_sys_159: 4.25227403e-33 + art_sys_160: -2.89772573e-32 + art_sys_161: -7.54909881e-33 + art_sys_162: 4.55995333e-33 + art_sys_163: -2.82326407e-33 + art_sys_164: 3.15489361e-33 + art_sys_165: 9.49866116e-34 + art_sys_166: 2.99728303e-35 + art_sys_167: 5.46000309e-33 + art_sys_168: 1.01254219e-21 + art_sys_169: -2.86550880e-33 + art_sys_170: 2.71572731e-22 + art_sys_171: 6.96533052e-22 + art_sys_172: 8.90282382e-32 + art_sys_173: -1.12556344e-31 + art_sys_174: -5.36859869e-23 art_sys_175: 0.0 - art_sys_176: 1.2097801834082426e-23 + art_sys_176: 1.20978018e-23 art_sys_177: 0.0 - art_sys_178: 2.600443090036522e-24 - art_sys_179: -2.5445484682791034e-26 - art_sys_180: 7.118950993664735e-30 - art_sys_181: -1.7648004225355674e-33 + art_sys_178: 2.60044309e-24 + art_sys_179: -2.54454847e-26 + art_sys_180: 7.11895099e-30 + art_sys_181: -1.76480042e-33 art_sys_182: 0.0 - art_sys_183: -2.595036559201613e-32 - art_sys_184: -4.4812403915864515e-31 - art_sys_185: 3.3167915986196152e-34 + art_sys_183: -2.59503656e-32 + art_sys_184: -4.48124039e-31 + art_sys_185: 3.31679160e-34 art_sys_186: 0.0 art_sys_187: 0.0 art_sys_188: 0.0 @@ -70900,55 +70900,55 @@ bins: art_sys_237: 0.0 art_sys_238: 0.0 art_sys_239: 0.0 - Unfolding+: 1.1263602375068728e-06 - Unfolding-: -1.1498602327581078e-06 - AbsoluteStat+: 1.3031567134086063e-07 - AbsoluteStat-: -2.8008715270367406e-07 - AbsoluteScale+: 6.547207979297591e-07 - AbsoluteScale-: -5.623603514772304e-07 - AbsoluteMPFBias+: 2.7708133935758583e-06 - AbsoluteMPFBias-: -2.869185466720564e-06 - Fragmentation+: -2.2912495369954214e-07 - Fragmentation-: 1.4490752885732524e-07 - SinglePionECAL+: 1.7665984802236612e-07 - SinglePionECAL-: -2.95935986710321e-07 - SinglePionHCAL+: 8.555637806001985e-07 - SinglePionHCAL-: -7.134707860578469e-07 - FlavorQCD+: 1.4108194823503115e-06 - FlavorQCD-: -1.5102845785299575e-06 - RelativeJEREC1+: 7.167498551626703e-11 - RelativeJEREC1-: 7.167498551626703e-11 - RelativeJEREC2+: 9.714242223039623e-07 - RelativeJEREC2-: -8.257789028980517e-07 - RelativeJERHF+: -5.314824507401425e-08 - RelativeJERHF-: 4.4404060794484914e-08 - RelativePtBB+: 7.167498551626703e-11 - RelativePtBB-: 7.167498551626703e-11 - RelativePtEC1+: 7.167498551626703e-11 - RelativePtEC1-: 7.167498551626703e-11 - RelativePtEC2+: 2.2808658181634803e-06 - RelativePtEC2-: -2.2040809499588638e-06 - RelativePtHF+: -4.142557302427024e-09 - RelativePtHF-: 8.984649347216392e-09 - RelativeFSR+: 1.1244474471957256e-06 - RelativeFSR-: -1.153139301862931e-06 - RelativeStatEC2+: 2.204354205717599e-06 - RelativeStatEC2-: -1.9950402945263656e-06 - RelativeStatHF+: -3.7572666826102625e-08 - RelativeStatHF-: 3.404766753841736e-08 - PileUpDataMC+: 6.145522013956712e-08 - PileUpDataMC-: -2.053790282654453e-07 - PileUpPtRef+: 1.58734270249331e-08 - PileUpPtRef-: -2.885580812244681e-08 + Unfolding+: 1.12636024e-06 + Unfolding-: -1.14986023e-06 + AbsoluteStat+: 1.30315671e-07 + AbsoluteStat-: -2.80087153e-07 + AbsoluteScale+: 6.54720798e-07 + AbsoluteScale-: -5.62360351e-07 + AbsoluteMPFBias+: 2.77081339e-06 + AbsoluteMPFBias-: -2.86918547e-06 + Fragmentation+: -2.29124954e-07 + Fragmentation-: 1.44907529e-07 + SinglePionECAL+: 1.76659848e-07 + SinglePionECAL-: -2.95935987e-07 + SinglePionHCAL+: 8.55563781e-07 + SinglePionHCAL-: -7.13470786e-07 + FlavorQCD+: 1.41081948e-06 + FlavorQCD-: -1.51028458e-06 + RelativeJEREC1+: 7.16749855e-11 + RelativeJEREC1-: 7.16749855e-11 + RelativeJEREC2+: 9.71424222e-07 + RelativeJEREC2-: -8.25778903e-07 + RelativeJERHF+: -5.31482451e-08 + RelativeJERHF-: 4.44040608e-08 + RelativePtBB+: 7.16749855e-11 + RelativePtBB-: 7.16749855e-11 + RelativePtEC1+: 7.16749855e-11 + RelativePtEC1-: 7.16749855e-11 + RelativePtEC2+: 2.28086582e-06 + RelativePtEC2-: -2.20408095e-06 + RelativePtHF+: -4.14255730e-09 + RelativePtHF-: 8.98464935e-09 + RelativeFSR+: 1.12444745e-06 + RelativeFSR-: -1.15313930e-06 + RelativeStatEC2+: 2.20435421e-06 + RelativeStatEC2-: -1.99504029e-06 + RelativeStatHF+: -3.75726668e-08 + RelativeStatHF-: 3.40476675e-08 + PileUpDataMC+: 6.14552201e-08 + PileUpDataMC-: -2.05379028e-07 + PileUpPtRef+: 1.58734270e-08 + PileUpPtRef-: -2.88558081e-08 PileUpPtBB+: 0.0 PileUpPtBB-: 0.0 PileUpPtEC1+: 0.0 PileUpPtEC1-: 0.0 - PileUpPtEC2+: 1.890929850448219e-07 - PileUpPtEC2-: -2.8391273332596816e-07 - PileUpPtHF+: 2.159813517043746e-09 - PileUpPtHF-: -3.347383044507324e-09 - RelativeStatFSR+: 7.347847352391996e-07 - RelativeStatFSR-: -7.536393825919347e-07 - luminosity_uncertainty: 1.0047492e-06 - uncorrelated_uncertainty: 3.8644199999999996e-07 + PileUpPtEC2+: 1.89092985e-07 + PileUpPtEC2-: -2.83912733e-07 + PileUpPtHF+: 2.15981352e-09 + PileUpPtHF-: -3.34738304e-09 + RelativeStatFSR+: 7.34784735e-07 + RelativeStatFSR-: -7.53639383e-07 + luminosity_uncertainty: 1.00474920e-06 + uncorrelated_uncertainty: 3.86442000e-07 From 60cecbd452ad413dc5e4b40595acbfb39e0e1fa3 Mon Sep 17 00:00:00 2001 From: juacrumar Date: Thu, 6 Jun 2024 16:13:03 +0200 Subject: [PATCH 35/70] use filter=data for extracting when the tar file includes links --- validphys2/src/validphys/loader.py | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/validphys2/src/validphys/loader.py b/validphys2/src/validphys/loader.py index 4e8e54b429..c238768bc7 100644 --- a/validphys2/src/validphys/loader.py +++ b/validphys2/src/validphys/loader.py @@ -977,7 +977,14 @@ def download_and_extract(url, local_path, target_name=None): # Extract to a temporary directory folder_dest = tempfile.TemporaryDirectory(dir=local_path, suffix=name) dest_path = pathlib.Path(folder_dest.name) - res_tar.extractall(path=dest_path, filter="data") + try: + res_tar.extractall(path=dest_path, filter="data") + except tarfile.LinkOutsideDestinationError as e: + if sys.verson_info > (3, 11): + raise e + # For older versions of python ``filter=data`` might be too restrictive + # for the links inside the ``postfit`` folder if you are using more than one disk + res_tar.extractall(path=dest_path, filter="tar") # Check there are no more than one item in the top level top_level_stuff = list(dest_path.glob("*")) From 9d3f74d581cfae49983b37fa66047ebd2e62c42a Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 16:41:23 +0100 Subject: [PATCH 36/70] pT2 to pT for JET type of process --- .../filter_utils/legacy_jets_utils.py | 2 +- .../CMS_1JET_8TEV/kinematics.yaml | 1912 ++++++++--------- .../CMS_1JET_8TEV/metadata.yaml | 6 +- 3 files changed, 960 insertions(+), 960 deletions(-) diff --git a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py index b25bc934a3..b1daa21b88 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/legacy_jets_utils.py @@ -611,7 +611,7 @@ def get_kinematics_CMS_1JET_8TEV(tables, version): kin_value = { 'y': {'min': rap['min'], 'mid': rap['mid'], 'max': rap['max']}, - 'pT2': {'min': KT['min'] ** 2, 'mid': KT['mid'] ** 2, 'max': KT['max'] ** 2}, + 'pT': {'min': KT['min'], 'mid': KT['mid'], 'max': KT['max']}, 'sqrts': {'min': None, 'mid': sqrts, 'max': None}, } diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml index ff56002de9..68c79ab7b9 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/kinematics.yaml @@ -3,10 +3,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 441.0 - mid: 506.25 - max: 576.0 + pT: + min: 21.0 + mid: 22.5 + max: 24.0 sqrts: min: null mid: 8000.0 @@ -15,10 +15,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 576.0 - mid: 676.0 - max: 784.0 + pT: + min: 24.0 + mid: 26.0 + max: 28.0 sqrts: min: null mid: 8000.0 @@ -27,10 +27,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 784.0 - mid: 900.0 - max: 1024.0 + pT: + min: 28.0 + mid: 30.0 + max: 32.0 sqrts: min: null mid: 8000.0 @@ -39,10 +39,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 1024.0 - mid: 1190.25 - max: 1369.0 + pT: + min: 32.0 + mid: 34.5 + max: 37.0 sqrts: min: null mid: 8000.0 @@ -51,10 +51,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 1369.0 - mid: 1600.0 - max: 1849.0 + pT: + min: 37.0 + mid: 40.0 + max: 43.0 sqrts: min: null mid: 8000.0 @@ -63,10 +63,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 1849.0 - mid: 2116.0 - max: 2401.0 + pT: + min: 43.0 + mid: 46.0 + max: 49.0 sqrts: min: null mid: 8000.0 @@ -75,10 +75,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 2401.0 - mid: 2756.25 - max: 3136.0 + pT: + min: 49.0 + mid: 52.5 + max: 56.0 sqrts: min: null mid: 8000.0 @@ -87,10 +87,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 3136.0 - mid: 3600.0 - max: 4096.0 + pT: + min: 56.0 + mid: 60.0 + max: 64.0 sqrts: min: null mid: 8000.0 @@ -99,10 +99,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 4096.0 - mid: 4761.0 - max: 5476.0 + pT: + min: 64.0 + mid: 69.0 + max: 74.0 sqrts: min: null mid: 8000.0 @@ -111,10 +111,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 5476.0 - mid: 6241.0 - max: 7056.0 + pT: + min: 74.0 + mid: 79.0 + max: 84.0 sqrts: min: null mid: 8000.0 @@ -123,10 +123,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 7056.0 - mid: 8190.25 - max: 9409.0 + pT: + min: 84.0 + mid: 90.5 + max: 97.0 sqrts: min: null mid: 8000.0 @@ -135,10 +135,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 9409.0 - mid: 11130.25 - max: 12996.0 + pT: + min: 97.0 + mid: 105.5 + max: 114.0 sqrts: min: null mid: 8000.0 @@ -147,10 +147,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 12996.0 - mid: 15252.25 - max: 17689.0 + pT: + min: 114.0 + mid: 123.5 + max: 133.0 sqrts: min: null mid: 8000.0 @@ -159,10 +159,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 17689.0 - mid: 20449.0 - max: 23409.0 + pT: + min: 133.0 + mid: 143.0 + max: 153.0 sqrts: min: null mid: 8000.0 @@ -171,10 +171,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 23409.0 - mid: 26732.25 - max: 30276.0 + pT: + min: 153.0 + mid: 163.5 + max: 174.0 sqrts: min: null mid: 8000.0 @@ -183,10 +183,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 30276.0 - mid: 34225.0 - max: 38416.0 + pT: + min: 174.0 + mid: 185.0 + max: 196.0 sqrts: min: null mid: 8000.0 @@ -195,10 +195,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 38416.0 - mid: 43264.0 - max: 48400.0 + pT: + min: 196.0 + mid: 208.0 + max: 220.0 sqrts: min: null mid: 8000.0 @@ -207,10 +207,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 48400.0 - mid: 54056.25 - max: 60025.0 + pT: + min: 220.0 + mid: 232.5 + max: 245.0 sqrts: min: null mid: 8000.0 @@ -219,10 +219,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 60025.0 - mid: 66822.25 - max: 73984.0 + pT: + min: 245.0 + mid: 258.5 + max: 272.0 sqrts: min: null mid: 8000.0 @@ -231,10 +231,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 73984.0 - mid: 81796.0 - max: 90000.0 + pT: + min: 272.0 + mid: 286.0 + max: 300.0 sqrts: min: null mid: 8000.0 @@ -243,10 +243,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 90000.0 - mid: 99225.0 - max: 108900.0 + pT: + min: 300.0 + mid: 315.0 + max: 330.0 sqrts: min: null mid: 8000.0 @@ -255,10 +255,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 108900.0 - mid: 119716.0 - max: 131044.0 + pT: + min: 330.0 + mid: 346.0 + max: 362.0 sqrts: min: null mid: 8000.0 @@ -267,10 +267,10 @@ bins: min: 0.0 mid: 0.25 max: 0.5 - pT2: - min: 131044.0 - mid: 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mid: 232.5 + max: 245.0 sqrts: min: null mid: 8000.0 @@ -1863,10 +1863,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 60025.0 - mid: 66822.25 - max: 73984.0 + pT: + min: 245.0 + mid: 258.5 + max: 272.0 sqrts: min: null mid: 8000.0 @@ -1875,10 +1875,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 73984.0 - mid: 81796.0 - max: 90000.0 + pT: + min: 272.0 + mid: 286.0 + max: 300.0 sqrts: min: null mid: 8000.0 @@ -1887,10 +1887,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 90000.0 - mid: 99225.0 - max: 108900.0 + pT: + min: 300.0 + mid: 315.0 + max: 330.0 sqrts: min: null mid: 8000.0 @@ -1899,10 +1899,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 108900.0 - mid: 119716.0 - max: 131044.0 + pT: + min: 330.0 + mid: 346.0 + max: 362.0 sqrts: min: null mid: 8000.0 @@ -1911,10 +1911,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 131044.0 - mid: 1.43262250e+05 - max: 156025.0 + pT: + min: 362.0 + mid: 378.5 + max: 395.0 sqrts: min: null mid: 8000.0 @@ -1923,10 +1923,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 156025.0 - mid: 1.70156250e+05 - max: 184900.0 + pT: + min: 395.0 + mid: 412.5 + max: 430.0 sqrts: min: null mid: 8000.0 @@ -1935,10 +1935,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 184900.0 - mid: 201601.0 - max: 219024.0 + pT: + min: 430.0 + mid: 449.0 + max: 468.0 sqrts: min: null mid: 8000.0 @@ -1947,10 +1947,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 219024.0 - mid: 2.37656250e+05 - max: 257049.0 + pT: + min: 468.0 + mid: 487.5 + max: 507.0 sqrts: min: null mid: 8000.0 @@ -1959,10 +1959,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 257049.0 - mid: 2.78256250e+05 - max: 300304.0 + pT: + min: 507.0 + mid: 527.5 + max: 548.0 sqrts: min: null mid: 8000.0 @@ -1971,10 +1971,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 300304.0 - mid: 324900.0 - max: 350464.0 + pT: + min: 548.0 + mid: 570.0 + max: 592.0 sqrts: min: null mid: 8000.0 @@ -1983,10 +1983,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 350464.0 - 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875.5 + max: 905.0 sqrts: min: null mid: 8000.0 @@ -2055,10 +2055,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 819025.0 - mid: 876096.0 - max: 935089.0 + pT: + min: 905.0 + mid: 936.0 + max: 967.0 sqrts: min: null mid: 8000.0 @@ -2067,10 +2067,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 935089.0 - mid: 9.99000250e+05 - max: 1.06502400e+06 + pT: + min: 967.0 + mid: 999.5 + max: 1032.0 sqrts: min: null mid: 8000.0 @@ -2079,10 +2079,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 1.06502400e+06 - mid: 1.13742225e+06 - max: 1.21220100e+06 + pT: + min: 1032.0 + mid: 1066.5 + max: 1101.0 sqrts: min: null mid: 8000.0 @@ -2091,10 +2091,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 1.21220100e+06 - mid: 1.29163225e+06 - max: 1.37358400e+06 + pT: + min: 1101.0 + mid: 1136.5 + max: 1172.0 sqrts: min: null mid: 8000.0 @@ -2103,10 +2103,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 1.37358400e+06 - mid: 1.46410000e+06 - max: 1.55750400e+06 + pT: + min: 1172.0 + mid: 1210.0 + max: 1248.0 sqrts: min: null mid: 8000.0 @@ -2115,10 +2115,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 1.55750400e+06 - mid: 1.65765625e+06 - max: 1.76092900e+06 + pT: + min: 1248.0 + mid: 1287.5 + max: 1327.0 sqrts: min: null mid: 8000.0 @@ -2127,10 +2127,10 @@ bins: min: 1.5 mid: 1.75 max: 2 - pT2: - min: 1.76092900e+06 - mid: 1.87279225e+06 - max: 1.98810000e+06 + pT: + min: 1327.0 + mid: 1368.5 + max: 1410.0 sqrts: min: null mid: 8000.0 @@ -2139,10 +2139,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 441.0 - mid: 506.25 - max: 576.0 + pT: + min: 21.0 + mid: 22.5 + max: 24.0 sqrts: min: null mid: 8000.0 @@ -2151,10 +2151,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 576.0 - mid: 676.0 - max: 784.0 + pT: + min: 24.0 + mid: 26.0 + max: 28.0 sqrts: min: null mid: 8000.0 @@ -2163,10 +2163,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 784.0 - mid: 900.0 - max: 1024.0 + pT: + min: 28.0 + mid: 30.0 + max: 32.0 sqrts: min: null mid: 8000.0 @@ -2175,10 +2175,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 1024.0 - mid: 1190.25 - max: 1369.0 + pT: + min: 32.0 + mid: 34.5 + max: 37.0 sqrts: min: null mid: 8000.0 @@ -2187,10 +2187,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 1369.0 - mid: 1600.0 - max: 1849.0 + pT: + min: 37.0 + mid: 40.0 + max: 43.0 sqrts: min: null mid: 8000.0 @@ -2199,10 +2199,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 1849.0 - mid: 2116.0 - max: 2401.0 + pT: + min: 43.0 + mid: 46.0 + max: 49.0 sqrts: min: null mid: 8000.0 @@ -2211,10 +2211,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 2401.0 - mid: 2756.25 - max: 3136.0 + pT: + min: 49.0 + mid: 52.5 + max: 56.0 sqrts: min: null mid: 8000.0 @@ -2223,10 +2223,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 3136.0 - mid: 3600.0 - max: 4096.0 + pT: + min: 56.0 + mid: 60.0 + max: 64.0 sqrts: min: null mid: 8000.0 @@ -2235,10 +2235,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 4096.0 - mid: 4761.0 - max: 5476.0 + pT: + min: 64.0 + mid: 69.0 + max: 74.0 sqrts: min: null mid: 8000.0 @@ -2247,10 +2247,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 5476.0 - mid: 6241.0 - max: 7056.0 + pT: + min: 74.0 + mid: 79.0 + max: 84.0 sqrts: min: null mid: 8000.0 @@ -2259,10 +2259,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 7056.0 - mid: 8190.25 - max: 9409.0 + pT: + min: 84.0 + mid: 90.5 + max: 97.0 sqrts: min: null mid: 8000.0 @@ -2271,10 +2271,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 9409.0 - mid: 11130.25 - max: 12996.0 + pT: + min: 97.0 + mid: 105.5 + max: 114.0 sqrts: min: null mid: 8000.0 @@ -2283,10 +2283,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 12996.0 - mid: 15252.25 - max: 17689.0 + pT: + min: 114.0 + mid: 123.5 + max: 133.0 sqrts: min: null mid: 8000.0 @@ -2295,10 +2295,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 17689.0 - mid: 20449.0 - max: 23409.0 + pT: + min: 133.0 + mid: 143.0 + max: 153.0 sqrts: min: null mid: 8000.0 @@ -2307,10 +2307,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 23409.0 - mid: 26732.25 - max: 30276.0 + pT: + min: 153.0 + mid: 163.5 + max: 174.0 sqrts: min: null mid: 8000.0 @@ -2319,10 +2319,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 30276.0 - mid: 34225.0 - max: 38416.0 + pT: + min: 174.0 + mid: 185.0 + max: 196.0 sqrts: min: null mid: 8000.0 @@ -2331,10 +2331,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 38416.0 - mid: 43264.0 - max: 48400.0 + pT: + min: 196.0 + mid: 208.0 + max: 220.0 sqrts: min: null mid: 8000.0 @@ -2343,10 +2343,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 48400.0 - mid: 54056.25 - max: 60025.0 + pT: + min: 220.0 + mid: 232.5 + max: 245.0 sqrts: min: null mid: 8000.0 @@ -2355,10 +2355,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 60025.0 - mid: 66822.25 - max: 73984.0 + pT: + min: 245.0 + mid: 258.5 + max: 272.0 sqrts: min: null mid: 8000.0 @@ -2367,10 +2367,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 73984.0 - mid: 81796.0 - max: 90000.0 + pT: + min: 272.0 + mid: 286.0 + max: 300.0 sqrts: min: null mid: 8000.0 @@ -2379,10 +2379,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 90000.0 - mid: 99225.0 - max: 108900.0 + pT: + min: 300.0 + mid: 315.0 + max: 330.0 sqrts: min: null mid: 8000.0 @@ -2391,10 +2391,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 108900.0 - mid: 119716.0 - max: 131044.0 + pT: + min: 330.0 + mid: 346.0 + max: 362.0 sqrts: min: null mid: 8000.0 @@ -2403,10 +2403,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 131044.0 - mid: 1.43262250e+05 - max: 156025.0 + pT: + min: 362.0 + mid: 378.5 + max: 395.0 sqrts: min: null mid: 8000.0 @@ -2415,10 +2415,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 156025.0 - mid: 1.70156250e+05 - max: 184900.0 + pT: + min: 395.0 + mid: 412.5 + max: 430.0 sqrts: min: null mid: 8000.0 @@ -2427,10 +2427,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 184900.0 - mid: 201601.0 - max: 219024.0 + pT: + min: 430.0 + mid: 449.0 + max: 468.0 sqrts: min: null mid: 8000.0 @@ -2439,10 +2439,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 219024.0 - mid: 2.37656250e+05 - max: 257049.0 + pT: + min: 468.0 + mid: 487.5 + max: 507.0 sqrts: min: null mid: 8000.0 @@ -2451,10 +2451,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 257049.0 - mid: 2.78256250e+05 - max: 300304.0 + pT: + min: 507.0 + mid: 527.5 + max: 548.0 sqrts: min: null mid: 8000.0 @@ -2463,10 +2463,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 300304.0 - mid: 324900.0 - max: 350464.0 + pT: + min: 548.0 + mid: 570.0 + max: 592.0 sqrts: min: null mid: 8000.0 @@ -2475,10 +2475,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 350464.0 - mid: 378225.0 - max: 407044.0 + pT: + min: 592.0 + mid: 615.0 + max: 638.0 sqrts: min: null mid: 8000.0 @@ -2487,10 +2487,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 407044.0 - mid: 438244.0 - max: 470596.0 + pT: + min: 638.0 + mid: 662.0 + max: 686.0 sqrts: min: null mid: 8000.0 @@ -2499,10 +2499,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 470596.0 - mid: 5.06232250e+05 - max: 543169.0 + pT: + min: 686.0 + mid: 711.5 + max: 737.0 sqrts: min: null mid: 8000.0 @@ -2511,10 +2511,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 543169.0 - mid: 5.82932250e+05 - max: 624100.0 + pT: + min: 737.0 + mid: 763.5 + max: 790.0 sqrts: min: null mid: 8000.0 @@ -2523,10 +2523,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 624100.0 - mid: 669124.0 - max: 715716.0 + pT: + min: 790.0 + mid: 818.0 + max: 846.0 sqrts: min: null mid: 8000.0 @@ -2535,10 +2535,10 @@ bins: min: 2.0 mid: 2.25 max: 2.5 - pT2: - min: 715716.0 - mid: 7.66500250e+05 - max: 819025.0 + pT: + min: 846.0 + mid: 875.5 + max: 905.0 sqrts: min: null mid: 8000.0 @@ -2547,10 +2547,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 441.0 - mid: 506.25 - max: 576.0 + pT: + min: 21.0 + mid: 22.5 + max: 24.0 sqrts: min: null mid: 8000.0 @@ -2559,10 +2559,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 576.0 - mid: 676.0 - max: 784.0 + pT: + min: 24.0 + mid: 26.0 + max: 28.0 sqrts: min: null mid: 8000.0 @@ -2571,10 +2571,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 784.0 - mid: 900.0 - max: 1024.0 + pT: + min: 28.0 + mid: 30.0 + max: 32.0 sqrts: min: null mid: 8000.0 @@ -2583,10 +2583,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 1024.0 - mid: 1190.25 - max: 1369.0 + pT: + min: 32.0 + mid: 34.5 + max: 37.0 sqrts: min: null mid: 8000.0 @@ -2595,10 +2595,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 1369.0 - mid: 1600.0 - max: 1849.0 + pT: + min: 37.0 + mid: 40.0 + max: 43.0 sqrts: min: null mid: 8000.0 @@ -2607,10 +2607,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 1849.0 - mid: 2116.0 - max: 2401.0 + pT: + min: 43.0 + mid: 46.0 + max: 49.0 sqrts: min: null mid: 8000.0 @@ -2619,10 +2619,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 2401.0 - mid: 2756.25 - max: 3136.0 + pT: + min: 49.0 + mid: 52.5 + max: 56.0 sqrts: min: null mid: 8000.0 @@ -2631,10 +2631,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 3136.0 - mid: 3600.0 - max: 4096.0 + pT: + min: 56.0 + mid: 60.0 + max: 64.0 sqrts: min: null mid: 8000.0 @@ -2643,10 +2643,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 4096.0 - mid: 4761.0 - max: 5476.0 + pT: + min: 64.0 + mid: 69.0 + max: 74.0 sqrts: min: null mid: 8000.0 @@ -2655,10 +2655,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 5476.0 - mid: 6241.0 - max: 7056.0 + pT: + min: 74.0 + mid: 79.0 + max: 84.0 sqrts: min: null mid: 8000.0 @@ -2667,10 +2667,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 7056.0 - mid: 8190.25 - max: 9409.0 + pT: + min: 84.0 + mid: 90.5 + max: 97.0 sqrts: min: null mid: 8000.0 @@ -2679,10 +2679,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 9409.0 - mid: 11130.25 - max: 12996.0 + pT: + min: 97.0 + mid: 105.5 + max: 114.0 sqrts: min: null mid: 8000.0 @@ -2691,10 +2691,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 12996.0 - mid: 15252.25 - max: 17689.0 + pT: + min: 114.0 + mid: 123.5 + max: 133.0 sqrts: min: null mid: 8000.0 @@ -2703,10 +2703,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 17689.0 - mid: 20449.0 - max: 23409.0 + pT: + min: 133.0 + mid: 143.0 + max: 153.0 sqrts: min: null mid: 8000.0 @@ -2715,10 +2715,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 23409.0 - mid: 26732.25 - max: 30276.0 + pT: + min: 153.0 + mid: 163.5 + max: 174.0 sqrts: min: null mid: 8000.0 @@ -2727,10 +2727,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 30276.0 - mid: 34225.0 - max: 38416.0 + pT: + min: 174.0 + mid: 185.0 + max: 196.0 sqrts: min: null mid: 8000.0 @@ -2739,10 +2739,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 38416.0 - mid: 43264.0 - max: 48400.0 + pT: + min: 196.0 + mid: 208.0 + max: 220.0 sqrts: min: null mid: 8000.0 @@ -2751,10 +2751,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 48400.0 - mid: 54056.25 - max: 60025.0 + pT: + min: 220.0 + mid: 232.5 + max: 245.0 sqrts: min: null mid: 8000.0 @@ -2763,10 +2763,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 60025.0 - mid: 66822.25 - max: 73984.0 + pT: + min: 245.0 + mid: 258.5 + max: 272.0 sqrts: min: null mid: 8000.0 @@ -2775,10 +2775,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 73984.0 - mid: 81796.0 - max: 90000.0 + pT: + min: 272.0 + mid: 286.0 + max: 300.0 sqrts: min: null mid: 8000.0 @@ -2787,10 +2787,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 90000.0 - mid: 99225.0 - max: 108900.0 + pT: + min: 300.0 + mid: 315.0 + max: 330.0 sqrts: min: null mid: 8000.0 @@ -2799,10 +2799,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 108900.0 - mid: 119716.0 - max: 131044.0 + pT: + min: 330.0 + mid: 346.0 + max: 362.0 sqrts: min: null mid: 8000.0 @@ -2811,10 +2811,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 131044.0 - mid: 1.43262250e+05 - max: 156025.0 + pT: + min: 362.0 + mid: 378.5 + max: 395.0 sqrts: min: null mid: 8000.0 @@ -2823,10 +2823,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 156025.0 - mid: 1.70156250e+05 - max: 184900.0 + pT: + min: 395.0 + mid: 412.5 + max: 430.0 sqrts: min: null mid: 8000.0 @@ -2835,10 +2835,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 184900.0 - mid: 201601.0 - max: 219024.0 + pT: + min: 430.0 + mid: 449.0 + max: 468.0 sqrts: min: null mid: 8000.0 @@ -2847,10 +2847,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 219024.0 - mid: 2.37656250e+05 - max: 257049.0 + pT: + min: 468.0 + mid: 487.5 + max: 507.0 sqrts: min: null mid: 8000.0 @@ -2859,10 +2859,10 @@ bins: min: 2.5 mid: 2.75 max: 3.0 - pT2: - min: 257049.0 - mid: 2.78256250e+05 - max: 300304.0 + pT: + min: 507.0 + mid: 527.5 + max: 548.0 sqrts: min: null mid: 8000.0 diff --git a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml index 5aa180a540..739ed21191 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/CMS_1JET_8TEV/metadata.yaml @@ -42,7 +42,7 @@ implemented_observables: description: jet rapidity label: $|y|$ units: '' - pT2: + pT: description: jet transverse momentum label: $k_{T}$ units: GeV @@ -73,8 +73,8 @@ implemented_observables: kinematics_override: identity plot_x: y figure_by: - - pT2 + - pT kinematic_coverage: - y - - pT2 + - pT - sqrts From 425cfa07a8eed1b11b393d6ff0baf61d2da57b9b Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 18:08:25 +0100 Subject: [PATCH 37/70] pT2 -> pT in filters.yaml --- validphys2/src/validphys/cuts/filters.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/validphys2/src/validphys/cuts/filters.yaml b/validphys2/src/validphys/cuts/filters.yaml index f0888749f3..7e57f6e5b7 100644 --- a/validphys2/src/validphys/cuts/filters.yaml +++ b/validphys2/src/validphys/cuts/filters.yaml @@ -129,7 +129,7 @@ We keep only the bins with pTjet>74 GeV because fixed-order theory does not provide a good description of the data for smalle values of the jet transverse momentum. - rule: "pT2 >= 74**2" + rule: "pT >= 74" - dataset: LHCB_DY_8TEV_MUON_Y reason: | From 34da016f88c6efcc1a3e1bcf30d9c6d3a3e01a08 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 18 May 2024 15:01:04 +0100 Subject: [PATCH 38/70] removed LagrangeSetSpec load_commondata method so that the is inherited from DataSetSpec by Pos and INt datasets --- validphys2/src/validphys/config.py | 14 +++++++------- validphys2/src/validphys/core.py | 22 +++++++++++++--------- validphys2/src/validphys/filters.py | 7 ++++++- validphys2/src/validphys/loader.py | 13 +++++++------ 4 files changed, 33 insertions(+), 23 deletions(-) diff --git a/validphys2/src/validphys/config.py b/validphys2/src/validphys/config.py index 3b0a66398b..9b3c749e31 100644 --- a/validphys2/src/validphys/config.py +++ b/validphys2/src/validphys/config.py @@ -1004,7 +1004,7 @@ def parse_fakepdf(self, name): """PDF set used to generate the fake data in a closure test.""" return self.parse_pdf(name) - def _parse_lagrange_multiplier(self, kind, theoryid, setdict): + def _parse_lagrange_multiplier(self, kind, theoryid, setdict, rules): """Lagrange multiplier constraints are mappings containing a `dataset` and a `maxlambda` argument which defines the maximum value allowed for the multiplier""" @@ -1027,17 +1027,17 @@ def _parse_lagrange_multiplier(self, kind, theoryid, setdict): except ValueError as e: raise ConfigError(bad_msg) from e if kind == "posdataset": - return self.loader.check_posset(theoryno, name, maxlambda) + return self.loader.check_posset(theoryno, name, maxlambda, rules) elif kind == "integdataset": - return self.loader.check_integset(theoryno, name, maxlambda) + return self.loader.check_integset(theoryno, name, maxlambda, rules) else: raise ConfigError(f"The lagrange multiplier type {kind} is not understood") @element_of("posdatasets") - def parse_posdataset(self, posset: dict, *, theoryid): + def parse_posdataset(self, posset: dict, *, theoryid, rules): """An observable used as positivity constrain in the fit. It is a mapping containing 'dataset' and 'maxlambda'.""" - return self._parse_lagrange_multiplier("posdataset", theoryid, posset) + return self._parse_lagrange_multiplier("posdataset", theoryid, posset, rules) def produce_posdatasets(self, positivity): if not isinstance(positivity, dict) or "posdatasets" not in positivity: @@ -1047,11 +1047,11 @@ def produce_posdatasets(self, positivity): return positivity["posdatasets"] @element_of("integdatasets") - def parse_integdataset(self, integset: dict, *, theoryid): + def parse_integdataset(self, integset: dict, *, theoryid, rules): """An observable corresponding to a PDF in the evolution basis, used as integrability constrain in the fit. It is a mapping containing 'dataset' and 'maxlambda'.""" - return self._parse_lagrange_multiplier("integdataset", theoryid, integset) + return self._parse_lagrange_multiplier("integdataset", theoryid, integset, rules) def produce_integdatasets(self, integrability): if not isinstance(integrability, dict) or "integdatasets" not in integrability: diff --git a/validphys2/src/validphys/core.py b/validphys2/src/validphys/core.py index 1825fd18cc..77acd5e157 100644 --- a/validphys2/src/validphys/core.py +++ b/validphys2/src/validphys/core.py @@ -460,9 +460,12 @@ def cut_mask(cuts): class DataSetSpec(TupleComp): - def __init__(self, *, name, commondata, fkspecs, thspec, cuts, frac=1, op=None, weight=1): + def __init__( + self, *, name, commondata, fkspecs, thspec, cuts, frac=1, op=None, weight=1, rules=() + ): self.name = name self.commondata = commondata + self.rules = rules if isinstance(fkspecs, FKTableSpec): fkspecs = (fkspecs,) @@ -485,7 +488,7 @@ def __init__(self, *, name, commondata, fkspecs, thspec, cuts, frac=1, op=None, self.op = op self.weight = weight - super().__init__(name, commondata, fkspecs, thspec, cuts, frac, op, weight) + super().__init__(name, commondata, fkspecs, thspec, cuts, frac, op, weight, rules) @functools.lru_cache def load_commondata(self): @@ -573,11 +576,16 @@ class LagrangeSetSpec(DataSetSpec): and other Lagrange Multiplier datasets. """ - def __init__(self, name, commondataspec, fkspec, maxlambda, thspec): - cuts = Cuts(commondataspec, None) + def __init__(self, name, commondataspec, fkspec, maxlambda, thspec, rules): + cuts = InternalCutsWrapper(commondataspec, rules) self.maxlambda = maxlambda super().__init__( - name=name, commondata=commondataspec, fkspecs=fkspec, thspec=thspec, cuts=cuts + name=name, + commondata=commondataspec, + fkspecs=fkspec, + thspec=thspec, + cuts=cuts, + rules=rules, ) def to_unweighted(self): @@ -586,10 +594,6 @@ def to_unweighted(self): ) return self - @functools.lru_cache - def load_commondata(self): - return self.commondata.load() - class PositivitySetSpec(LagrangeSetSpec): pass diff --git a/validphys2/src/validphys/filters.py b/validphys2/src/validphys/filters.py index ecdaef237a..b8e1d8aa6f 100644 --- a/validphys2/src/validphys/filters.py +++ b/validphys2/src/validphys/filters.py @@ -390,7 +390,12 @@ def check_positivity(posdatasets): """Verify positive datasets are ready for the fit.""" log.info('Verifying positivity tables:') for pos in posdatasets: - pos.load_commondata() + cd = pos.commondata.load() + if pos.cuts is not None: + loaded_cuts = pos.cuts.load() + if not (hasattr(loaded_cuts, '_full') and loaded_cuts._full): + intmask = [int(ele) for ele in loaded_cuts] + cd = cd.with_cuts(intmask) log.info(f'{pos.name} checked.') diff --git a/validphys2/src/validphys/loader.py b/validphys2/src/validphys/loader.py index c238768bc7..0e4fb47106 100644 --- a/validphys2/src/validphys/loader.py +++ b/validphys2/src/validphys/loader.py @@ -636,18 +636,18 @@ def _check_lagrange_multiplier_set(self, theoryID, setname): fk, _ = self._check_theory_old_or_new(th, cd, []) return cd, fk, th - def check_posset(self, theoryID, setname, postlambda): + def check_posset(self, theoryID, setname, postlambda, rules): """Load a positivity dataset""" cd, fk, th = self._check_lagrange_multiplier_set(theoryID, setname) - return PositivitySetSpec(setname, cd, fk, postlambda, th) + return PositivitySetSpec(setname, cd, fk, postlambda, th, rules) - def check_integset(self, theoryID, setname, postlambda): + def check_integset(self, theoryID, setname, postlambda, rules): """Load an integrability dataset""" cd, fk, th = self._check_lagrange_multiplier_set(theoryID, setname) - return IntegrabilitySetSpec(setname, cd, fk, postlambda, th) + return IntegrabilitySetSpec(setname, cd, fk, postlambda, th, rules) - def get_posset(self, theoryID, setname, postlambda): - return self.check_posset(theoryID, setname, postlambda).load() + def get_posset(self, theoryID, setname, postlambda, rules): + return self.check_posset(theoryID, setname, postlambda, rules).load() def check_fit(self, fitname): resultspath = self.resultspath @@ -799,6 +799,7 @@ def check_dataset( frac=frac, op=op, weight=weight, + rules=rules, ) def check_experiment(self, name: str, datasets: List[DataSetSpec]) -> DataGroupSpec: From 6e0135c2797d3ca1328d63ca3d1e8a3a109392ab Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 12:32:48 +0100 Subject: [PATCH 39/70] added POS_XGL process --- .../NNPDF_POS_2P24GEV/kinematics_XGL.yaml | 162 +++++------------- .../NNPDF_POS_2P24GEV/metadata.yaml | 25 ++- validphys2/src/validphys/process_options.py | 6 +- 3 files changed, 56 insertions(+), 137 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XGL.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XGL.yaml index 26edc37705..0457a1db84 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XGL.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XGL.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.74 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.82 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.9 max: null - k2: + Q2: min: null mid: 5.0 - max: null - k3: - min: null - mid: 0.0 - max: null + max: null \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml index e12fcef16d..695090a37a 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -695,7 +695,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: $xg$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XGL + process_type: POS_XGL tables: [] npoints: [] ndata: 20 @@ -703,24 +703,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: $xg$ PDF $Q^2=5$ GeV$^2$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization scale + label: Q2 units: '' file: kinematics_XGL.yaml theory: diff --git a/validphys2/src/validphys/process_options.py b/validphys2/src/validphys/process_options.py index 4b13440dfe..2af9ffc65b 100644 --- a/validphys2/src/validphys/process_options.py +++ b/validphys2/src/validphys/process_options.py @@ -206,6 +206,7 @@ def _displusjet_xq2map(kin_info): return x, q2 + def _dyboson_xq2map(kin_info): """ Computes x and q2 mapping for pseudo rapidity observables @@ -307,6 +308,8 @@ def _dybosonpt_xq2map(kin_dict): ) +POS_XPDF = _Process("POS_XPDF", "Positivity of MS bar PDFs", accepted_variables=(_Vars.x, _Vars.Q2)) + PROCESSES = { "DIS": DIS, "DIS_NC": dataclasses.replace(DIS, name="DIS_NC"), @@ -324,7 +327,8 @@ def _dybosonpt_xq2map(kin_dict): "HERADIJET": dataclasses.replace(HERAJET, name="HERADIJET", description="DIS + jj production"), "DY_Z_Y": dataclasses.replace(DY_2L, name="DY_Z_Y", description="DY Z -> ll (pseudo)rapidity"), "DY_W_ETA": dataclasses.replace(DY_2L, name="DY_W_ETA", description="DY W -> l nu (pseudo)rapidity"), - "DY_NC_PT": dataclasses.replace(DY_PT, name="DY_NC_PT", description="DY Z (ll) + j") + "DY_NC_PT": dataclasses.replace(DY_PT, name="DY_NC_PT", description="DY Z (ll) + j"), + "POS_XPDF": POS_XPDF, } From a47db3cbeeb89a884463de23f746cfbe8b823ce9 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 20 Apr 2024 14:12:21 +0100 Subject: [PATCH 40/70] fixed commondataparser test --- .../src/validphys/tests/test_commondataparser.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/validphys2/src/validphys/tests/test_commondataparser.py b/validphys2/src/validphys/tests/test_commondataparser.py index f6453885a5..d8b1bf052f 100644 --- a/validphys2/src/validphys/tests/test_commondataparser.py +++ b/validphys2/src/validphys/tests/test_commondataparser.py @@ -19,10 +19,17 @@ def test_basic_commondata_loading(): # Test systype loading assert res.nsys == 103 assert isinstance(res.systype_table, pd.DataFrame) - + rules = API.rules( + **{ + "dataset_input": "SLAC_NC_NOTFIXED_D_DW_EM-F2", + "variant": "legacy", + "theoryid": THEORYID_NEW, + "use_cuts": "internal", + } + ) # Test a dataset with no systematics emptysyscd = l.check_posset( - theoryID=THEORYID_NEW, setname='NNPDF_POS_2P24GEV_XDQ', postlambda=1e-10 + theoryID=THEORYID_NEW, setname='NNPDF_POS_2P24GEV_XDQ', postlambda=1e-10, rules=rules ) emptysysres = load_commondata(emptysyscd.commondata) assert emptysysres.nsys == 0 From 712473f6efb51f1e24edfab77120bf9f07dc8000 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 11 May 2024 12:31:13 +0100 Subject: [PATCH 41/70] added XPDF generic process and changed metadata as well as kinematics of PDF postivity sets --- .../NNPDF_POS_2P24GEV/kinematics_XCQ.yaml | 160 ++++------------ .../NNPDF_POS_2P24GEV/kinematics_XDB.yaml | 160 ++++------------ .../NNPDF_POS_2P24GEV/kinematics_XDQ.yaml | 160 ++++------------ .../NNPDF_POS_2P24GEV/kinematics_XSB.yaml | 160 ++++------------ .../NNPDF_POS_2P24GEV/kinematics_XSQ.yaml | 160 ++++------------ .../NNPDF_POS_2P24GEV/kinematics_XUB.yaml | 160 ++++------------ .../NNPDF_POS_2P24GEV/kinematics_XUQ.yaml | 160 ++++------------ .../NNPDF_POS_2P24GEV/metadata.yaml | 177 +++++++----------- 8 files changed, 351 insertions(+), 946 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XCQ.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XCQ.yaml index 26edc37705..24b058bef1 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XCQ.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XCQ.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.74 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.82 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.9 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XDB.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XDB.yaml index 26edc37705..24b058bef1 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XDB.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XDB.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.74 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.82 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.9 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XDQ.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XDQ.yaml index 26edc37705..24b058bef1 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XDQ.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XDQ.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - 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a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XSB.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XSB.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - 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a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XSQ.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XSQ.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - 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a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XUB.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XUB.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - 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a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XUQ.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_XUQ.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - 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a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -257,7 +257,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: $xc$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XCQ + process_type: POS_XPDF tables: [] npoints: [] ndata: 20 @@ -265,24 +265,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: $xc$ PDF $Q^2=5$ GeV$^2$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization scale + label: Q2 units: '' file: kinematics_XCQ.yaml theory: @@ -296,7 +291,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: $xd$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XDQ + process_type: POS_XPDF tables: [] npoints: [] ndata: 20 @@ -304,24 +299,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: $xd$ PDF $Q^2=5$ GeV$^2$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization scale + label: Q2 units: '' file: kinematics_XDQ.yaml theory: @@ -336,7 +326,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: $x\bar{s}$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XSB + process_type: POS_XPDF tables: [] npoints: [] ndata: 20 @@ -344,24 +334,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: $x\bar{s}$ PDF $Q^2=5$ GeV$^2$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization scale + label: Q2 units: '' file: kinematics_XSB.yaml theory: @@ -376,7 +361,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: $x\bar{u}$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XUB + process_type: POS_XPDF tables: [] npoints: [] ndata: 20 @@ -384,24 +369,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: $x\bar{u}$ PDF $Q^2=5$ GeV$^2$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization scale + label: Q2 units: '' file: kinematics_XUB.yaml theory: @@ -655,7 +635,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: $x\bar{d}$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XDB + process_type: POS_XPDF tables: [] npoints: [] ndata: 20 @@ -663,24 +643,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: $x\bar{d}$ PDF $Q^2=5$ GeV$^2$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization scale + label: Q2 units: '' file: kinematics_XDB.yaml theory: @@ -695,7 +670,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: $xg$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: POS_XGL + process_type: POS_XPDF tables: [] npoints: [] ndata: 20 @@ -730,7 +705,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: $xs$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XSQ + process_type: POS_XPDF tables: [] npoints: [] ndata: 20 @@ -738,24 +713,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: $xs$ PDF $Q^2=5$ GeV$^2$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization scale + label: Q2 units: '' file: kinematics_XSQ.yaml theory: @@ -770,7 +740,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: $xu$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XUQ + process_type: POS_XPDF tables: [] npoints: [] ndata: 20 @@ -778,24 +748,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: $xu$ PDF $Q^2=5$ GeV$^2$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization scale + label: Q2 units: '' file: kinematics_XUQ.yaml theory: From b40936d4a77671be72f35defce1e920e55179018 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 9 May 2024 10:24:38 +0100 Subject: [PATCH 42/70] added nnpdf40 like with positivity cut --- .../examples/nnpdf40-like_pos_cut.yaml | 189 ++++++++++++++++++ 1 file changed, 189 insertions(+) create mode 100644 n3fit/runcards/examples/nnpdf40-like_pos_cut.yaml diff --git a/n3fit/runcards/examples/nnpdf40-like_pos_cut.yaml b/n3fit/runcards/examples/nnpdf40-like_pos_cut.yaml new file mode 100644 index 0000000000..83927d5d0a --- /dev/null +++ b/n3fit/runcards/examples/nnpdf40-like_pos_cut.yaml @@ -0,0 +1,189 @@ +# +# Configuration file for n3fit +# +################################################################### +description: NNPDF4.0 NNLO baseline fit with theory 708 (nFONLL, new commondata) +dataset_inputs: +- {dataset: NMC_NC_NOTFIXED_DW_EM-F2, frac: 0.75, variant: legacy} +- {dataset: NMC_NC_NOTFIXED_P_EM-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: SLAC_NC_NOTFIXED_P_DW_EM-F2, frac: 0.75, variant: legacy} +- {dataset: SLAC_NC_NOTFIXED_D_DW_EM-F2, frac: 0.75, variant: legacy} +- {dataset: BCDMS_NC_NOTFIXED_P_DW_EM-F2, frac: 0.75, variant: legacy} +- {dataset: BCDMS_NC_NOTFIXED_D_DW_EM-F2, frac: 0.75, variant: legacy} +- {dataset: CHORUS_CC_NOTFIXED_PB_DW_NU-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: CHORUS_CC_NOTFIXED_PB_DW_NB-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: NUTEV_CC_NOTFIXED_FE_DW_NU-SIGMARED, cfac: [MAS], frac: 0.75, variant: legacy} +- {dataset: NUTEV_CC_NOTFIXED_FE_DW_NB-SIGMARED, cfac: [MAS], frac: 0.75, variant: legacy} +- {dataset: HERA_NC_318GEV_EM-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: HERA_NC_225GEV_EP-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: HERA_NC_251GEV_EP-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: HERA_NC_300GEV_EP-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: HERA_NC_318GEV_EP-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: HERA_CC_318GEV_EM-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: HERA_CC_318GEV_EP-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: HERA_NC_318GEV_EAVG_CHARM-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: HERA_NC_318GEV_EAVG_BOTTOM-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: DYE866_Z0_800GEV_DW_RATIO_PDXSECRATIO, frac: 0.75, variant: legacy} +- {dataset: DYE866_Z0_800GEV_PXSEC, frac: 0.75, variant: legacy} +- {dataset: DYE605_Z0_38P8GEV_DW_PXSEC, frac: 0.75, variant: legacy} +- {dataset: DYE906_Z0_120GEV_DW_PDXSECRATIO, frac: 0.75, cfac: [ACC], variant: legacy} +- {dataset: CDF_Z0_1P96TEV_ZRAP, frac: 0.75, variant: legacy} +- {dataset: D0_Z0_1P96TEV_ZRAP, frac: 0.75, variant: legacy} +- {dataset: D0_WPWM_1P96TEV_ASY, frac: 0.75, variant: legacy} +- {dataset: ATLAS_WPWM_7TEV_36PB_ETA, frac: 0.75, variant: legacy} +- {dataset: ATLAS_Z0_7TEV_36PB_ETA, frac: 0.75, variant: legacy} +- {dataset: ATLAS_Z0_7TEV_49FB_HIMASS, frac: 0.75, variant: legacy} +- {dataset: ATLAS_Z0_7TEV_LOMASS_M, frac: 0.75, variant: legacy} +- {dataset: ATLAS_WPWM_7TEV_46FB_CC-ETA, frac: 0.75, variant: legacy} +- {dataset: ATLAS_Z0_7TEV_46FB_CC-Y, frac: 0.75, variant: legacy} +- {dataset: ATLAS_Z0_7TEV_46FB_CF-Y, frac: 0.75, variant: legacy} +- {dataset: ATLAS_Z0_8TEV_HIMASS_M-Y, frac: 0.75, variant: legacy} +- {dataset: ATLAS_Z0_8TEV_LOWMASS_M-Y, frac: 0.75, variant: legacy} +- {dataset: ATLAS_Z0_13TEV_TOT, frac: 0.75, cfac: [NRM], variant: legacy} +- {dataset: ATLAS_WPWM_13TEV_TOT, frac: 0.75, cfac: [NRM], variant: legacy} +- {dataset: ATLAS_WJ_JET_8TEV_WP-PT, frac: 0.75, variant: legacy} +- {dataset: ATLAS_WJ_JET_8TEV_WM-PT, frac: 0.75, variant: legacy} +- {dataset: ATLAS_Z0J_8TEV_PT-M, frac: 0.75, variant: legacy_10} +- {dataset: ATLAS_Z0J_8TEV_PT-Y, frac: 0.75, variant: legacy_10} +- {dataset: ATLAS_TTBAR_7TEV_TOT_X-SEC, frac: 0.75, variant: legacy} +- {dataset: ATLAS_TTBAR_8TEV_TOT_X-SEC, frac: 0.75, variant: legacy} +- {dataset: ATLAS_TTBAR_13TEV_TOT_X-SEC, frac: 0.75, variant: legacy} +- {dataset: ATLAS_TTBAR_8TEV_LJ_DIF_YT-NORM, frac: 0.75, variant: legacy} +- {dataset: ATLAS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM, frac: 0.75, variant: legacy} +- {dataset: ATLAS_TTBAR_8TEV_2L_DIF_YTTBAR-NORM, frac: 0.75, variant: legacy} +- {dataset: ATLAS_1JET_8TEV_R06_PTY, frac: 0.75, variant: legacy_decorrelated} +- {dataset: ATLAS_2JET_7TEV_R06_M12Y, frac: 0.75, variant: legacy} +- {dataset: ATLAS_PH_13TEV_XSEC, frac: 0.75, cfac: [EWK], variant: legacy} +- {dataset: ATLAS_SINGLETOP_7TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} +- {dataset: ATLAS_SINGLETOP_13TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} +- {dataset: ATLAS_SINGLETOP_7TEV_T-Y-NORM, frac: 0.75, variant: legacy} +- {dataset: ATLAS_SINGLETOP_7TEV_TBAR-Y-NORM, frac: 0.75, variant: legacy} +- {dataset: ATLAS_SINGLETOP_8TEV_T-RAP-NORM, frac: 0.75, variant: legacy} +- {dataset: ATLAS_SINGLETOP_8TEV_TBAR-RAP-NORM, frac: 0.75, variant: legacy} +- {dataset: CMS_WPWM_7TEV_ELECTRON_ASY, frac: 0.75} +- {dataset: CMS_WPWM_7TEV_MUON_ASY, frac: 0.75, variant: legacy} +- {dataset: CMS_Z0_7TEV_DIMUON_2D, frac: 0.75} +- {dataset: CMS_WPWM_8TEV_MUON_Y, frac: 0.75, variant: legacy} +- {dataset: CMS_Z0J_8TEV_PT-Y, frac: 0.75, cfac: [NRM], variant: legacy_10} +- {dataset: CMS_2JET_7TEV_M12Y, frac: 0.75} +- {dataset: CMS_1JET_8TEV_PTY, frac: 0.75, variant: legacy} +- {dataset: CMS_TTBAR_7TEV_TOT_X-SEC, frac: 0.75, variant: legacy} +- {dataset: CMS_TTBAR_8TEV_TOT_X-SEC, frac: 0.75, variant: legacy} +- {dataset: CMS_TTBAR_13TEV_TOT_X-SEC, frac: 0.75, variant: legacy} +- {dataset: CMS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM, frac: 0.75, variant: legacy} +- {dataset: CMS_TTBAR_5TEV_TOT_X-SEC, frac: 0.75, variant: legacy} +- {dataset: CMS_TTBAR_8TEV_2L_DIF_MTTBAR-YT-NORM, frac: 0.75, variant: legacy} +- {dataset: CMS_TTBAR_13TEV_2L_DIF_YT, frac: 0.75, variant: legacy} +- {dataset: CMS_TTBAR_13TEV_LJ_2016_DIF_YTTBAR, frac: 0.75, variant: legacy} +- {dataset: CMS_SINGLETOP_7TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} +- {dataset: CMS_SINGLETOP_8TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} +- {dataset: CMS_SINGLETOP_13TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} +- {dataset: LHCB_Z0_7TEV_DIELECTRON_Y, frac: 0.75} +- {dataset: LHCB_Z0_8TEV_DIELECTRON_Y, frac: 0.75} +- {dataset: LHCB_WPWM_7TEV_MUON_Y, frac: 0.75, cfac: [NRM]} +- {dataset: LHCB_Z0_7TEV_MUON_Y, frac: 0.75, cfac: [NRM]} +- {dataset: LHCB_WPWM_8TEV_MUON_Y, frac: 0.75, cfac: [NRM]} +- {dataset: LHCB_Z0_8TEV_MUON_Y, frac: 0.75, cfac: [NRM]} +- {dataset: LHCB_Z0_13TEV_DIMUON-Y, frac: 0.75} +- {dataset: LHCB_Z0_13TEV_DIELECTRON-Y, frac: 0.75} + +############################################################ +datacuts: + t0pdfset: 240329-01-rs-nnpdf40like-baseline + q2min: 3.49 + w2min: 12.5 + +############################################################ +theory: + theoryid: 708 +sampling: + separate_multiplicative: false + +############################################################ +trvlseed: 591866982 +nnseed: 945709987 +mcseed: 519562661 +genrep: true + +parameters: # This defines the parameter dictionary that is passed to the Model Trainer + nodes_per_layer: [25, 20, 8] + activation_per_layer: [tanh, tanh, linear] + initializer: glorot_normal + optimizer: + clipnorm: 6.073e-6 + learning_rate: 2.621e-3 + optimizer_name: Nadam + epochs: 17000 + positivity: + initial: 184.8 + multiplier: + integrability: + initial: 10 + multiplier: + stopping_patience: 0.1 + layer_type: dense + dropout: 0.0 + threshold_chi2: 3.5 + +fitting: + fitbasis: EVOL + basis: + - {fl: sng, trainable: false, smallx: [1.092, 1.118], largex: [1.479, 3.037]} + - {fl: g, trainable: false, smallx: [0.8048, 1.053], largex: [2.828, 5.503]} + - {fl: v, trainable: false, smallx: [0.4678, 0.744], largex: [1.547, 3.319]} + - {fl: v3, trainable: false, smallx: [0.1268, 0.4549], largex: [1.725, 3.38]} + - {fl: v8, trainable: false, smallx: [0.5864, 0.7822], largex: [1.533, 3.282]} + - {fl: t3, trainable: false, smallx: [-0.436, 1.0], largex: [1.771, 3.47]} + - {fl: t8, trainable: false, smallx: [0.5878, 0.874], largex: [1.548, 3.265]} + - {fl: t15, trainable: false, smallx: [1.087, 1.146], largex: [1.493, 3.441]} + +############################################################ +positivity: + posdatasets: + - {dataset: NNPDF_POS_2P24GEV_F2U, maxlambda: 1e6} # Positivity Lagrange Multiplier + - {dataset: NNPDF_POS_2P24GEV_F2D, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_F2S, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_FLL-19PTS, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_DYU, maxlambda: 1e10} + - {dataset: NNPDF_POS_2P24GEV_DYD, maxlambda: 1e10} + - {dataset: NNPDF_POS_2P24GEV_DYS, maxlambda: 1e10} + - {dataset: NNPDF_POS_2P24GEV_F2C-17PTS, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XUQ, maxlambda: 1e6} # Positivity of MSbar PDFs + - {dataset: NNPDF_POS_2P24GEV_XUB, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XDQ, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XDB, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XSQ, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XSB, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XGL, maxlambda: 1e6} + +added_filter_rules: + - dataset: NNPDF_POS_2P24GEV_XGL + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XUQ + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XUB + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XDQ + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XDB + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XSQ + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XSB + rule: "x > 0.1" + +############################################################ +integrability: + integdatasets: + - {dataset: NNPDF_INTEG_3GEV_XT8, maxlambda: 1e2} + - {dataset: NNPDF_INTEG_3GEV_XT3, maxlambda: 1e2} + +############################################################ +debug: false +maxcores: 8 From 95ceb1e4b141d836efa6bccaa39751402c71fada Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sun, 12 May 2024 16:38:55 +0100 Subject: [PATCH 43/70] changed process type names for positivity sets. all start with POS --- .../NNPDF_POS_2P24GEV/metadata.yaml | 32 +++++++++---------- .../src/validphys/tests/test_pyfkdata.py | 4 +-- 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml index 7435d40d61..105fd9171c 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -17,7 +17,7 @@ implemented_observables: description: Fixed-Target Drell-Yan label: 'positivity dataset: DY cross section $\frac{d^2\sigma_{s\bar{s}}}{dM^2dy}$' units: '' - process_type: DYP_PPY_CON_ST + process_type: POS_PPY_CON_ST tables: [] npoints: [] ndata: 20 @@ -56,7 +56,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $c+\bar{c}$ structure function $F_2^c$' units: '' - process_type: DIS_F2C + process_type: POS_F2C tables: [] npoints: [] ndata: 20 @@ -96,7 +96,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $c$ structure function $F_2^{W^-,c}$' units: '' - process_type: DIS_F2C_CCE + process_type: POS_F2C_CCE tables: [] npoints: [] ndata: 17 @@ -136,7 +136,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $d+\bar{d}$ structure function $F_2^d$' units: '' - process_type: DIS_F2d + process_type: POS_F2d tables: [] npoints: [] ndata: 20 @@ -176,7 +176,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $s+\bar{s}$ structure function $F_2^s$' units: '' - process_type: DIS_F2S + process_type: POS_F2S tables: [] npoints: [] ndata: 20 @@ -216,7 +216,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS light quark longitudinal structure function $F_L^l$' units: '' - process_type: DIS_FLL + process_type: POS_FLL tables: [] npoints: [] ndata: 20 @@ -396,7 +396,7 @@ implemented_observables: description: Fixed-Target Drell-Yan label: 'positivity dataset: DY cross section $\frac{d^2\sigma_{d\bar{d}}}{dM^2dy}$' units: '' - process_type: DYP_PPY_CON_DW + process_type: POS_PPY_CON_DW tables: [] npoints: [] ndata: 20 @@ -435,7 +435,7 @@ implemented_observables: description: Fixed-Target Drell-Yan label: 'positivity dataset: DY cross section $\frac{d^2\sigma_{u\bar{u}}}{dM^2dy}$' units: '' - process_type: DYP_PPY_CON_UP + process_type: POS_PPY_CON_UP tables: [] npoints: [] ndata: 20 @@ -474,7 +474,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $c+\bar{c}$ structure function $F_2^c$' units: '' - process_type: DIS_F2C + process_type: POS_F2C tables: [] npoints: [] ndata: 17 @@ -514,7 +514,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: CC DIS $\bar{c}$ structure function $F_2^{W^+,c}$' units: '' - process_type: DIS_F2C_CCP + process_type: POS_F2C_CCP tables: [] npoints: [] ndata: 17 @@ -554,7 +554,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $u+\bar{u}$ structure function $F_2^u$' units: '' - process_type: DIS_F2U + process_type: POS_F2U tables: [] npoints: [] ndata: 20 @@ -594,7 +594,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS light quark longitudinal structure function $F_L^l$' units: '' - process_type: DIS_FLL + process_type: POS_FLL tables: [] npoints: [] ndata: 19 @@ -775,7 +775,7 @@ implemented_observables: description: DIS positivity Boundary Condition label: 'polarized positivity: $x \delta g$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XDG + process_type: POS_XDG tables: [] npoints: [] ndata: 20 @@ -815,7 +815,7 @@ implemented_observables: description: DIS positivity Boundary Condition label: 'polarized positivity: $x \delta d$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XDDQ + process_type: POS_XDDQ tables: [] npoints: [] ndata: 20 @@ -857,7 +857,7 @@ implemented_observables: description: DIS positivity Boundary Condition label: 'polarized positivity: $x \delta s$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XDSQ + process_type: POS_XDSQ tables: [] npoints: [] ndata: 20 @@ -899,7 +899,7 @@ implemented_observables: description: DIS positivity Boundary Condition label: 'polarized positivity: $x \delta u$ PDF $Q^2=5$ GeV$^2$' units: '' - process_type: DIS_XDUQ + process_type: POS_XDUQ tables: [] npoints: [] ndata: 20 diff --git a/validphys2/src/validphys/tests/test_pyfkdata.py b/validphys2/src/validphys/tests/test_pyfkdata.py index f1bb958b72..b5a711c430 100644 --- a/validphys2/src/validphys/tests/test_pyfkdata.py +++ b/validphys2/src/validphys/tests/test_pyfkdata.py @@ -94,13 +94,13 @@ def test_positivity(pdf_name): pdf = l.check_pdf(pdf_name) for posset in POSITIVITIES: # Use the loader to load the positivity dataset - ps = l.check_posset(setname=posset, theoryID=THEORYID, postlambda=1e6) + ps = l.check_posset(setname=posset, theoryID=THEORYID, postlambda=1e6, rules=()) preds = predictions(ps, pdf) core_predictions = PositivityResult.from_convolution(pdf, ps) assert_allclose(preds.values, core_predictions.rawdata) # Now do the same with the API api_predictions = API.positivity_predictions_data_result( - theoryid=THEORYID, pdf=pdf_name, posdataset={"dataset": posset, "maxlambda": 1e6} + theoryid=THEORYID, use_cuts="internal", pdf=pdf_name, posdataset={"dataset": posset, "maxlambda": 1e6} ) assert_allclose(preds.values, api_predictions.rawdata) # And now check that the results are correct for any kind of PDF From 0e947e53df9cfc0054c8776e0300ae8db6df2295 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sun, 12 May 2024 16:39:28 +0100 Subject: [PATCH 44/70] add log of nposadata passing kin cuts --- validphys2/src/validphys/filters.py | 9 ++------- 1 file changed, 2 insertions(+), 7 deletions(-) diff --git a/validphys2/src/validphys/filters.py b/validphys2/src/validphys/filters.py index b8e1d8aa6f..6288af4dc1 100644 --- a/validphys2/src/validphys/filters.py +++ b/validphys2/src/validphys/filters.py @@ -390,13 +390,8 @@ def check_positivity(posdatasets): """Verify positive datasets are ready for the fit.""" log.info('Verifying positivity tables:') for pos in posdatasets: - cd = pos.commondata.load() - if pos.cuts is not None: - loaded_cuts = pos.cuts.load() - if not (hasattr(loaded_cuts, '_full') and loaded_cuts._full): - intmask = [int(ele) for ele in loaded_cuts] - cd = cd.with_cuts(intmask) - log.info(f'{pos.name} checked.') + pos.load_commondata() + log.info(f'{pos.name} checked, {len(pos.cuts.load())}/{pos.commondata.ndata} datapoints passed kinematic cuts.') def check_integrability(integdatasets): From 958d2d8a76a82265a9ca215fbd9f46463b033360 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Sat, 18 May 2024 14:07:05 +0100 Subject: [PATCH 45/70] changed process type of INTEGRABILITY datasets from DIS_ to INTEG_ --- .../new_commondata/NNPDF_INTEG_1GEV/metadata.yaml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_INTEG_1GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_INTEG_1GEV/metadata.yaml index f023ef4eda..878a047c2a 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_INTEG_1GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_INTEG_1GEV/metadata.yaml @@ -21,7 +21,7 @@ implemented_observables: description: Integrability dataset for Polarized Gluon label: 'polarized integrability: $x \delta g$ PDF $Q^2=1$ GeV$^2$' units: '' - process_type: DIS_XDG + process_type: INTEG_XDG tables: [] npoints: [] ndata: 1 @@ -60,7 +60,7 @@ implemented_observables: description: Integrability dataset for Polarized Singlet label: 'polarized integrability: $x \delta \Sigma$ PDF $Q^2=1$ GeV$^2$' units: '' - process_type: DIS_XDSIGMA + process_type: INTEG_XDSIGMA tables: [] npoints: [] ndata: 1 @@ -99,7 +99,7 @@ implemented_observables: description: Integrability to be used in the flavour basis label: 'integrability dataset: $xT_8$ PDF, Q=Q_1' units: '' - process_type: DIS_XT8 + process_type: INTEG_XT8 tables: [] npoints: [] ndata: 1 @@ -135,7 +135,7 @@ implemented_observables: description: Integrability to be used in the flavour basis label: 'integrability dataset: $xT_3$ PDF, Q=Q_1' units: '' - process_type: DIS_XT8 + process_type: INTEG_XT8 tables: [] npoints: [] ndata: 1 From 4e1456122ebdb8b77180424943edc457396b01f8 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Mon, 27 May 2024 18:25:35 +0100 Subject: [PATCH 46/70] avoid TypeError: 'NoneType' object is not iterable due to rules being None --- validphys2/src/validphys/core.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/validphys2/src/validphys/core.py b/validphys2/src/validphys/core.py index 77acd5e157..97ea9d5260 100644 --- a/validphys2/src/validphys/core.py +++ b/validphys2/src/validphys/core.py @@ -393,9 +393,9 @@ def load(self): class InternalCutsWrapper(TupleComp): def __init__(self, commondata, rules): - self.rules = rules + self.rules = rules if rules else tuple() self.commondata = commondata - super().__init__(commondata, tuple(rules)) + super().__init__(commondata, tuple(self.rules)) def load(self): return np.atleast_1d( From 3cb9347b80b7d4031ffec77f846b3dca41854ce2 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 12:16:14 +0100 Subject: [PATCH 47/70] removed runcard nnpdf40-like_pos_cut.yaml and added added_filter_rules to Basic_runcard.yml --- n3fit/runcards/examples/Basic_runcard.yml | 22 ++ .../examples/nnpdf40-like_pos_cut.yaml | 189 ------------------ 2 files changed, 22 insertions(+), 189 deletions(-) delete mode 100644 n3fit/runcards/examples/nnpdf40-like_pos_cut.yaml diff --git a/n3fit/runcards/examples/Basic_runcard.yml b/n3fit/runcards/examples/Basic_runcard.yml index e64260d3bd..629416394b 100644 --- a/n3fit/runcards/examples/Basic_runcard.yml +++ b/n3fit/runcards/examples/Basic_runcard.yml @@ -74,6 +74,28 @@ positivity: - {dataset: NNPDF_POS_2P24GEV_F2U, maxlambda: 1e6} # Positivity Lagrange Multiplier - {dataset: NNPDF_POS_2P24GEV_FLL-19PTS, maxlambda: 1e6} +added_filter_rules: + - dataset: NNPDF_POS_2P24GEV_XGL + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XUQ + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XUB + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XDQ + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XDB + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XSQ + rule: "x > 0.1" + + - dataset: NNPDF_POS_2P24GEV_XSB + rule: "x > 0.1" + ############################################################ integrability: integdatasets: diff --git a/n3fit/runcards/examples/nnpdf40-like_pos_cut.yaml b/n3fit/runcards/examples/nnpdf40-like_pos_cut.yaml deleted file mode 100644 index 83927d5d0a..0000000000 --- a/n3fit/runcards/examples/nnpdf40-like_pos_cut.yaml +++ /dev/null @@ -1,189 +0,0 @@ -# -# Configuration file for n3fit -# -################################################################### -description: NNPDF4.0 NNLO baseline fit with theory 708 (nFONLL, new commondata) -dataset_inputs: -- {dataset: NMC_NC_NOTFIXED_DW_EM-F2, frac: 0.75, variant: legacy} -- {dataset: NMC_NC_NOTFIXED_P_EM-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: SLAC_NC_NOTFIXED_P_DW_EM-F2, frac: 0.75, variant: legacy} -- {dataset: SLAC_NC_NOTFIXED_D_DW_EM-F2, frac: 0.75, variant: legacy} -- {dataset: BCDMS_NC_NOTFIXED_P_DW_EM-F2, frac: 0.75, variant: legacy} -- {dataset: BCDMS_NC_NOTFIXED_D_DW_EM-F2, frac: 0.75, variant: legacy} -- {dataset: CHORUS_CC_NOTFIXED_PB_DW_NU-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: CHORUS_CC_NOTFIXED_PB_DW_NB-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: NUTEV_CC_NOTFIXED_FE_DW_NU-SIGMARED, cfac: [MAS], frac: 0.75, variant: legacy} -- {dataset: NUTEV_CC_NOTFIXED_FE_DW_NB-SIGMARED, cfac: [MAS], frac: 0.75, variant: legacy} -- {dataset: HERA_NC_318GEV_EM-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: HERA_NC_225GEV_EP-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: HERA_NC_251GEV_EP-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: HERA_NC_300GEV_EP-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: HERA_NC_318GEV_EP-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: HERA_CC_318GEV_EM-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: HERA_CC_318GEV_EP-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: HERA_NC_318GEV_EAVG_CHARM-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: HERA_NC_318GEV_EAVG_BOTTOM-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: DYE866_Z0_800GEV_DW_RATIO_PDXSECRATIO, frac: 0.75, variant: legacy} -- {dataset: DYE866_Z0_800GEV_PXSEC, frac: 0.75, variant: legacy} -- {dataset: DYE605_Z0_38P8GEV_DW_PXSEC, frac: 0.75, variant: legacy} -- {dataset: DYE906_Z0_120GEV_DW_PDXSECRATIO, frac: 0.75, cfac: [ACC], variant: legacy} -- {dataset: CDF_Z0_1P96TEV_ZRAP, frac: 0.75, variant: legacy} -- {dataset: D0_Z0_1P96TEV_ZRAP, frac: 0.75, variant: legacy} -- {dataset: D0_WPWM_1P96TEV_ASY, frac: 0.75, variant: legacy} -- {dataset: ATLAS_WPWM_7TEV_36PB_ETA, frac: 0.75, variant: legacy} -- {dataset: ATLAS_Z0_7TEV_36PB_ETA, frac: 0.75, variant: legacy} -- {dataset: ATLAS_Z0_7TEV_49FB_HIMASS, frac: 0.75, variant: legacy} -- {dataset: ATLAS_Z0_7TEV_LOMASS_M, frac: 0.75, variant: legacy} -- {dataset: ATLAS_WPWM_7TEV_46FB_CC-ETA, frac: 0.75, variant: legacy} -- {dataset: ATLAS_Z0_7TEV_46FB_CC-Y, frac: 0.75, variant: legacy} -- {dataset: ATLAS_Z0_7TEV_46FB_CF-Y, frac: 0.75, variant: legacy} -- {dataset: ATLAS_Z0_8TEV_HIMASS_M-Y, frac: 0.75, variant: legacy} -- {dataset: ATLAS_Z0_8TEV_LOWMASS_M-Y, frac: 0.75, variant: legacy} -- {dataset: ATLAS_Z0_13TEV_TOT, frac: 0.75, cfac: [NRM], variant: legacy} -- {dataset: ATLAS_WPWM_13TEV_TOT, frac: 0.75, cfac: [NRM], variant: legacy} -- {dataset: ATLAS_WJ_JET_8TEV_WP-PT, frac: 0.75, variant: legacy} -- {dataset: ATLAS_WJ_JET_8TEV_WM-PT, frac: 0.75, variant: legacy} -- {dataset: ATLAS_Z0J_8TEV_PT-M, frac: 0.75, variant: legacy_10} -- {dataset: ATLAS_Z0J_8TEV_PT-Y, frac: 0.75, variant: legacy_10} -- {dataset: ATLAS_TTBAR_7TEV_TOT_X-SEC, frac: 0.75, variant: legacy} -- {dataset: ATLAS_TTBAR_8TEV_TOT_X-SEC, frac: 0.75, variant: legacy} -- {dataset: ATLAS_TTBAR_13TEV_TOT_X-SEC, frac: 0.75, variant: legacy} -- {dataset: ATLAS_TTBAR_8TEV_LJ_DIF_YT-NORM, frac: 0.75, variant: legacy} -- {dataset: ATLAS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM, frac: 0.75, variant: legacy} -- {dataset: ATLAS_TTBAR_8TEV_2L_DIF_YTTBAR-NORM, frac: 0.75, variant: legacy} -- {dataset: ATLAS_1JET_8TEV_R06_PTY, frac: 0.75, variant: legacy_decorrelated} -- {dataset: ATLAS_2JET_7TEV_R06_M12Y, frac: 0.75, variant: legacy} -- {dataset: ATLAS_PH_13TEV_XSEC, frac: 0.75, cfac: [EWK], variant: legacy} -- {dataset: ATLAS_SINGLETOP_7TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} -- {dataset: ATLAS_SINGLETOP_13TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} -- {dataset: ATLAS_SINGLETOP_7TEV_T-Y-NORM, frac: 0.75, variant: legacy} -- {dataset: ATLAS_SINGLETOP_7TEV_TBAR-Y-NORM, frac: 0.75, variant: legacy} -- {dataset: ATLAS_SINGLETOP_8TEV_T-RAP-NORM, frac: 0.75, variant: legacy} -- {dataset: ATLAS_SINGLETOP_8TEV_TBAR-RAP-NORM, frac: 0.75, variant: legacy} -- {dataset: CMS_WPWM_7TEV_ELECTRON_ASY, frac: 0.75} -- {dataset: CMS_WPWM_7TEV_MUON_ASY, frac: 0.75, variant: legacy} -- {dataset: CMS_Z0_7TEV_DIMUON_2D, frac: 0.75} -- {dataset: CMS_WPWM_8TEV_MUON_Y, frac: 0.75, variant: legacy} -- {dataset: CMS_Z0J_8TEV_PT-Y, frac: 0.75, cfac: [NRM], variant: legacy_10} -- {dataset: CMS_2JET_7TEV_M12Y, frac: 0.75} -- {dataset: CMS_1JET_8TEV_PTY, frac: 0.75, variant: legacy} -- {dataset: CMS_TTBAR_7TEV_TOT_X-SEC, frac: 0.75, variant: legacy} -- {dataset: CMS_TTBAR_8TEV_TOT_X-SEC, frac: 0.75, variant: legacy} -- {dataset: CMS_TTBAR_13TEV_TOT_X-SEC, frac: 0.75, variant: legacy} -- {dataset: CMS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM, frac: 0.75, variant: legacy} -- {dataset: CMS_TTBAR_5TEV_TOT_X-SEC, frac: 0.75, variant: legacy} -- {dataset: CMS_TTBAR_8TEV_2L_DIF_MTTBAR-YT-NORM, frac: 0.75, variant: legacy} -- {dataset: CMS_TTBAR_13TEV_2L_DIF_YT, frac: 0.75, variant: legacy} -- {dataset: CMS_TTBAR_13TEV_LJ_2016_DIF_YTTBAR, frac: 0.75, variant: legacy} -- {dataset: CMS_SINGLETOP_7TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} -- {dataset: CMS_SINGLETOP_8TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} -- {dataset: CMS_SINGLETOP_13TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy} -- {dataset: LHCB_Z0_7TEV_DIELECTRON_Y, frac: 0.75} -- {dataset: LHCB_Z0_8TEV_DIELECTRON_Y, frac: 0.75} -- {dataset: LHCB_WPWM_7TEV_MUON_Y, frac: 0.75, cfac: [NRM]} -- {dataset: LHCB_Z0_7TEV_MUON_Y, frac: 0.75, cfac: [NRM]} -- {dataset: LHCB_WPWM_8TEV_MUON_Y, frac: 0.75, cfac: [NRM]} -- {dataset: LHCB_Z0_8TEV_MUON_Y, frac: 0.75, cfac: [NRM]} -- {dataset: LHCB_Z0_13TEV_DIMUON-Y, frac: 0.75} -- {dataset: LHCB_Z0_13TEV_DIELECTRON-Y, frac: 0.75} - -############################################################ -datacuts: - t0pdfset: 240329-01-rs-nnpdf40like-baseline - q2min: 3.49 - w2min: 12.5 - -############################################################ -theory: - theoryid: 708 -sampling: - separate_multiplicative: false - -############################################################ -trvlseed: 591866982 -nnseed: 945709987 -mcseed: 519562661 -genrep: true - -parameters: # This defines the parameter dictionary that is passed to the Model Trainer - nodes_per_layer: [25, 20, 8] - activation_per_layer: [tanh, tanh, linear] - initializer: glorot_normal - optimizer: - clipnorm: 6.073e-6 - learning_rate: 2.621e-3 - optimizer_name: Nadam - epochs: 17000 - positivity: - initial: 184.8 - multiplier: - integrability: - initial: 10 - multiplier: - stopping_patience: 0.1 - layer_type: dense - dropout: 0.0 - threshold_chi2: 3.5 - -fitting: - fitbasis: EVOL - basis: - - {fl: sng, trainable: false, smallx: [1.092, 1.118], largex: [1.479, 3.037]} - - {fl: g, trainable: false, smallx: [0.8048, 1.053], largex: [2.828, 5.503]} - - {fl: v, trainable: false, smallx: [0.4678, 0.744], largex: [1.547, 3.319]} - - {fl: v3, trainable: false, smallx: [0.1268, 0.4549], largex: [1.725, 3.38]} - - {fl: v8, trainable: false, smallx: [0.5864, 0.7822], largex: [1.533, 3.282]} - - {fl: t3, trainable: false, smallx: [-0.436, 1.0], largex: [1.771, 3.47]} - - {fl: t8, trainable: false, smallx: [0.5878, 0.874], largex: [1.548, 3.265]} - - {fl: t15, trainable: false, smallx: [1.087, 1.146], largex: [1.493, 3.441]} - -############################################################ -positivity: - posdatasets: - - {dataset: NNPDF_POS_2P24GEV_F2U, maxlambda: 1e6} # Positivity Lagrange Multiplier - - {dataset: NNPDF_POS_2P24GEV_F2D, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_F2S, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_FLL-19PTS, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_DYU, maxlambda: 1e10} - - {dataset: NNPDF_POS_2P24GEV_DYD, maxlambda: 1e10} - - {dataset: NNPDF_POS_2P24GEV_DYS, maxlambda: 1e10} - - {dataset: NNPDF_POS_2P24GEV_F2C-17PTS, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XUQ, maxlambda: 1e6} # Positivity of MSbar PDFs - - {dataset: NNPDF_POS_2P24GEV_XUB, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XDQ, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XDB, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XSQ, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XSB, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XGL, maxlambda: 1e6} - -added_filter_rules: - - dataset: NNPDF_POS_2P24GEV_XGL - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XUQ - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XUB - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XDQ - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XDB - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XSQ - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XSB - rule: "x > 0.1" - -############################################################ -integrability: - integdatasets: - - {dataset: NNPDF_INTEG_3GEV_XT8, maxlambda: 1e2} - - {dataset: NNPDF_INTEG_3GEV_XT3, maxlambda: 1e2} - -############################################################ -debug: false -maxcores: 8 From 5f789d5c403d40f9733508466e4520e5ccc6a488 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 12:30:58 +0100 Subject: [PATCH 48/70] added basic runcard for cuts to ms bar pos --- n3fit/runcards/examples/Basic_runcard.yml | 22 ---- .../examples/Basic_runcard_msbar_pos_cut.yaml | 102 ++++++++++++++++++ 2 files changed, 102 insertions(+), 22 deletions(-) create mode 100644 n3fit/runcards/examples/Basic_runcard_msbar_pos_cut.yaml diff --git a/n3fit/runcards/examples/Basic_runcard.yml b/n3fit/runcards/examples/Basic_runcard.yml index 629416394b..e64260d3bd 100644 --- a/n3fit/runcards/examples/Basic_runcard.yml +++ b/n3fit/runcards/examples/Basic_runcard.yml @@ -74,28 +74,6 @@ positivity: - {dataset: NNPDF_POS_2P24GEV_F2U, maxlambda: 1e6} # Positivity Lagrange Multiplier - {dataset: NNPDF_POS_2P24GEV_FLL-19PTS, maxlambda: 1e6} -added_filter_rules: - - dataset: NNPDF_POS_2P24GEV_XGL - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XUQ - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XUB - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XDQ - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XDB - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XSQ - rule: "x > 0.1" - - - dataset: NNPDF_POS_2P24GEV_XSB - rule: "x > 0.1" - ############################################################ integrability: integdatasets: diff --git a/n3fit/runcards/examples/Basic_runcard_msbar_pos_cut.yaml b/n3fit/runcards/examples/Basic_runcard_msbar_pos_cut.yaml new file mode 100644 index 0000000000..afee9cc03a --- /dev/null +++ b/n3fit/runcards/examples/Basic_runcard_msbar_pos_cut.yaml @@ -0,0 +1,102 @@ +# +# Configuration file for n3fit +# +################################################################################ +description: NNPDF4.0 NNLO baseline fit (nFONLL). Comparable to NNPDF40_nnlo_as_01180_qcd + +################################################################################ +dataset_inputs: +- {dataset: NMC_NC_NOTFIXED_DW_EM-F2, frac: 0.75, variant: legacy} +- {dataset: NMC_NC_NOTFIXED_P_EM-SIGMARED, frac: 0.75, variant: legacy} +- {dataset: SLAC_NC_NOTFIXED_P_DW_EM-F2, frac: 0.75, variant: legacy} +- {dataset: SLAC_NC_NOTFIXED_D_DW_EM-F2, frac: 0.75, variant: legacy} + + +################################################################################ +datacuts: + t0pdfset: NNPDF40_nnlo_as_01180 + q2min: 3.49 + w2min: 12.5 + +################################################################################ +# NNLO QCD TRN evolution +theory: + theoryid: 40_000_000 + +# For fits <= 4.0 multiplicative and additive uncertainties were sampled separately +sampling: + separate_multiplicative: False + +################################################################################ +trvlseed: 591866982 +nnseed: 945709987 +mcseed: 519562661 +genrep: true + +################################################################################ +parameters: # This defines the parameter dictionary that is passed to the Model Trainer + nodes_per_layer: [25, 20, 8] + activation_per_layer: [tanh, tanh, linear] + initializer: glorot_normal + optimizer: + clipnorm: 6.073e-6 + learning_rate: 2.621e-3 + optimizer_name: Nadam + epochs: 17000 + positivity: + initial: 184.8 + multiplier: + integrability: + initial: 10 + multiplier: + stopping_patience: 0.1 + layer_type: dense + dropout: 0.0 + threshold_chi2: 3.5 + +fitting: + fitbasis: EVOL + savepseudodata: True + basis: + - {fl: sng, trainable: false, smallx: [1.091, 1.119], largex: [1.471, 3.021]} + - {fl: g, trainable: false, smallx: [0.7795, 1.095], largex: [2.742, 5.547]} + - {fl: v, trainable: false, smallx: [0.472, 0.7576], largex: [1.571, 3.559]} + - {fl: v3, trainable: false, smallx: [0.07483, 0.4501], largex: [1.714, 3.467]} + - {fl: v8, trainable: false, smallx: [0.5731, 0.779], largex: [1.555, 3.465]} + - {fl: t3, trainable: false, smallx: [-0.5498, 1.0], largex: [1.778, 3.5]} + - {fl: t8, trainable: false, smallx: [0.5469, 0.857], largex: [1.555, 3.391]} + - {fl: t15, trainable: false, smallx: [1.081, 1.142], largex: [1.491, 3.092]} + +################################################################################ +positivity: + posdatasets: + - {dataset: NNPDF_POS_2P24GEV_F2U, maxlambda: 1e6} # Positivity Lagrange Multiplier + - {dataset: NNPDF_POS_2P24GEV_F2D, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_F2S, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_FLL-19PTS, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_DYU, maxlambda: 1e10} + - {dataset: NNPDF_POS_2P24GEV_DYD, maxlambda: 1e10} + - {dataset: NNPDF_POS_2P24GEV_DYS, maxlambda: 1e10} + - {dataset: NNPDF_POS_2P24GEV_F2C-17PTS, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XUQ, maxlambda: 1e6} # Positivity of MSbar PDFs + - {dataset: NNPDF_POS_2P24GEV_XUB, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XDQ, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XDB, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XSQ, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XSB, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XGL, maxlambda: 1e6} + +integrability: + integdatasets: + - {dataset: NNPDF_INTEG_3GEV_XT8, maxlambda: 1e2} + - {dataset: NNPDF_INTEG_3GEV_XT3, maxlambda: 1e2} + + +added_filter_rules: + - process_type: POS_XPDF + rule: "x > 0.1" + + +################################################################################ +debug: false +maxcores: 8 From e717368b2faff22f8738b1208c0262287506c656 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Thu, 6 Jun 2024 14:13:48 +0100 Subject: [PATCH 49/70] added msbar gluon pos and added_filter_rules --- n3fit/runcards/examples/Basic_runcard.yml | 5 + .../examples/Basic_runcard_msbar_pos_cut.yaml | 102 ------------------ 2 files changed, 5 insertions(+), 102 deletions(-) delete mode 100644 n3fit/runcards/examples/Basic_runcard_msbar_pos_cut.yaml diff --git a/n3fit/runcards/examples/Basic_runcard.yml b/n3fit/runcards/examples/Basic_runcard.yml index e64260d3bd..7d186980e4 100644 --- a/n3fit/runcards/examples/Basic_runcard.yml +++ b/n3fit/runcards/examples/Basic_runcard.yml @@ -73,12 +73,17 @@ positivity: posdatasets: - {dataset: NNPDF_POS_2P24GEV_F2U, maxlambda: 1e6} # Positivity Lagrange Multiplier - {dataset: NNPDF_POS_2P24GEV_FLL-19PTS, maxlambda: 1e6} + - {dataset: NNPDF_POS_2P24GEV_XGL, maxlambda: 1e6} ############################################################ integrability: integdatasets: - {dataset: NNPDF_INTEG_3GEV_XT3, maxlambda: 1e2} +added_filter_rules: + - process_type: POS_XPDF + rule: "x > 0.1" + ############################################################ debug: True maxcores: 8 diff --git a/n3fit/runcards/examples/Basic_runcard_msbar_pos_cut.yaml b/n3fit/runcards/examples/Basic_runcard_msbar_pos_cut.yaml deleted file mode 100644 index afee9cc03a..0000000000 --- a/n3fit/runcards/examples/Basic_runcard_msbar_pos_cut.yaml +++ /dev/null @@ -1,102 +0,0 @@ -# -# Configuration file for n3fit -# -################################################################################ -description: NNPDF4.0 NNLO baseline fit (nFONLL). Comparable to NNPDF40_nnlo_as_01180_qcd - -################################################################################ -dataset_inputs: -- {dataset: NMC_NC_NOTFIXED_DW_EM-F2, frac: 0.75, variant: legacy} -- {dataset: NMC_NC_NOTFIXED_P_EM-SIGMARED, frac: 0.75, variant: legacy} -- {dataset: SLAC_NC_NOTFIXED_P_DW_EM-F2, frac: 0.75, variant: legacy} -- {dataset: SLAC_NC_NOTFIXED_D_DW_EM-F2, frac: 0.75, variant: legacy} - - -################################################################################ -datacuts: - t0pdfset: NNPDF40_nnlo_as_01180 - q2min: 3.49 - w2min: 12.5 - -################################################################################ -# NNLO QCD TRN evolution -theory: - theoryid: 40_000_000 - -# For fits <= 4.0 multiplicative and additive uncertainties were sampled separately -sampling: - separate_multiplicative: False - -################################################################################ -trvlseed: 591866982 -nnseed: 945709987 -mcseed: 519562661 -genrep: true - -################################################################################ -parameters: # This defines the parameter dictionary that is passed to the Model Trainer - nodes_per_layer: [25, 20, 8] - activation_per_layer: [tanh, tanh, linear] - initializer: glorot_normal - optimizer: - clipnorm: 6.073e-6 - learning_rate: 2.621e-3 - optimizer_name: Nadam - epochs: 17000 - positivity: - initial: 184.8 - multiplier: - integrability: - initial: 10 - multiplier: - stopping_patience: 0.1 - layer_type: dense - dropout: 0.0 - threshold_chi2: 3.5 - -fitting: - fitbasis: EVOL - savepseudodata: True - basis: - - {fl: sng, trainable: false, smallx: [1.091, 1.119], largex: [1.471, 3.021]} - - {fl: g, trainable: false, smallx: [0.7795, 1.095], largex: [2.742, 5.547]} - - {fl: v, trainable: false, smallx: [0.472, 0.7576], largex: [1.571, 3.559]} - - {fl: v3, trainable: false, smallx: [0.07483, 0.4501], largex: [1.714, 3.467]} - - {fl: v8, trainable: false, smallx: [0.5731, 0.779], largex: [1.555, 3.465]} - - {fl: t3, trainable: false, smallx: [-0.5498, 1.0], largex: [1.778, 3.5]} - - {fl: t8, trainable: false, smallx: [0.5469, 0.857], largex: [1.555, 3.391]} - - {fl: t15, trainable: false, smallx: [1.081, 1.142], largex: [1.491, 3.092]} - -################################################################################ -positivity: - posdatasets: - - {dataset: NNPDF_POS_2P24GEV_F2U, maxlambda: 1e6} # Positivity Lagrange Multiplier - - {dataset: NNPDF_POS_2P24GEV_F2D, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_F2S, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_FLL-19PTS, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_DYU, maxlambda: 1e10} - - {dataset: NNPDF_POS_2P24GEV_DYD, maxlambda: 1e10} - - {dataset: NNPDF_POS_2P24GEV_DYS, maxlambda: 1e10} - - {dataset: NNPDF_POS_2P24GEV_F2C-17PTS, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XUQ, maxlambda: 1e6} # Positivity of MSbar PDFs - - {dataset: NNPDF_POS_2P24GEV_XUB, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XDQ, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XDB, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XSQ, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XSB, maxlambda: 1e6} - - {dataset: NNPDF_POS_2P24GEV_XGL, maxlambda: 1e6} - -integrability: - integdatasets: - - {dataset: NNPDF_INTEG_3GEV_XT8, maxlambda: 1e2} - - {dataset: NNPDF_INTEG_3GEV_XT3, maxlambda: 1e2} - - -added_filter_rules: - - process_type: POS_XPDF - rule: "x > 0.1" - - -################################################################################ -debug: false -maxcores: 8 From 7cdf60ee7e0d078d30c017d9f9baf16142b1e77d Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini <85164495+comane@users.noreply.github.com> Date: Mon, 10 Jun 2024 11:33:37 +0200 Subject: [PATCH 50/70] Update n3fit/runcards/examples/Basic_runcard.yml Co-authored-by: Juan M. Cruz-Martinez --- n3fit/runcards/examples/Basic_runcard.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/n3fit/runcards/examples/Basic_runcard.yml b/n3fit/runcards/examples/Basic_runcard.yml index 7d186980e4..f315d80f45 100644 --- a/n3fit/runcards/examples/Basic_runcard.yml +++ b/n3fit/runcards/examples/Basic_runcard.yml @@ -80,6 +80,7 @@ integrability: integdatasets: - {dataset: NNPDF_INTEG_3GEV_XT3, maxlambda: 1e2} +# Apply a cut to a dataset or process type, in this case to the positivity dataset `NNPDF_POS_2P24GEV_XGL` which has process type: POS_XPDF added_filter_rules: - process_type: POS_XPDF rule: "x > 0.1" From e079c262b3218c465b34d649bfc7721c4a04248d Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 11 Jun 2024 12:24:15 +0200 Subject: [PATCH 51/70] changed kinematic names and process type for F2U positivity --- .../NNPDF_POS_2P24GEV/kinematics_F2U.yaml | 80 +++++++++---------- .../NNPDF_POS_2P24GEV/metadata.yaml | 20 ++--- 2 files changed, 50 insertions(+), 50 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2U.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2U.yaml index 26edc37705..7908d58fa9 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2U.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2U.yaml @@ -1,9 +1,9 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -11,11 +11,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -23,11 +23,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -35,11 +35,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -47,11 +47,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -59,11 +59,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -71,11 +71,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -83,11 +83,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -95,11 +95,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -107,11 +107,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -119,11 +119,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -131,11 +131,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -143,11 +143,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -155,11 +155,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -167,11 +167,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -179,11 +179,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -191,11 +191,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -203,11 +203,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.74 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -215,11 +215,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.82 max: null - k2: + Q2: min: null mid: 5.0 max: null @@ -227,11 +227,11 @@ bins: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.9 max: null - k2: + Q2: min: null mid: 5.0 max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml index 105fd9171c..9cf0d5d773 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -554,7 +554,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $u+\bar{u}$ structure function $F_2^u$' units: '' - process_type: POS_F2U + process_type: POS_F2 tables: [] npoints: [] ndata: 20 @@ -562,20 +562,20 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: DIS $u+\bar{u}$ structure function $F_2^u$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 + - x + - Q2 - k3 kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: x units: '' - k2: - description: Variable k2 - label: k2 + Q2: + description: Factorization Scale + label: Q2 units: '' k3: description: Variable k3 From 980a742a6571ea99fffd2c4b0d40a5fceb6a431a Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 11 Jun 2024 14:03:25 +0200 Subject: [PATCH 52/70] added POS_F2 process --- validphys2/src/validphys/process_options.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/validphys2/src/validphys/process_options.py b/validphys2/src/validphys/process_options.py index 2af9ffc65b..059ddcd28e 100644 --- a/validphys2/src/validphys/process_options.py +++ b/validphys2/src/validphys/process_options.py @@ -310,6 +310,8 @@ def _dybosonpt_xq2map(kin_dict): POS_XPDF = _Process("POS_XPDF", "Positivity of MS bar PDFs", accepted_variables=(_Vars.x, _Vars.Q2)) +POS_F2 = _Process("POS_F2", "Positivity of F2 structure functions", accepted_variables=(_Vars.x, _Vars.Q2)) + PROCESSES = { "DIS": DIS, "DIS_NC": dataclasses.replace(DIS, name="DIS_NC"), @@ -329,6 +331,7 @@ def _dybosonpt_xq2map(kin_dict): "DY_W_ETA": dataclasses.replace(DY_2L, name="DY_W_ETA", description="DY W -> l nu (pseudo)rapidity"), "DY_NC_PT": dataclasses.replace(DY_PT, name="DY_NC_PT", description="DY Z (ll) + j"), "POS_XPDF": POS_XPDF, + "POS_F2": POS_F2, } From afa6620accd2caae9991fb24bd1a66e21b978e1b Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 11 Jun 2024 14:04:24 +0200 Subject: [PATCH 53/70] F2U and F2C as POS_F2 processes --- .../kinematics_F2C-17PTS.yaml | 136 +++++------------- .../NNPDF_POS_2P24GEV/kinematics_F2U.yaml | 80 ----------- .../NNPDF_POS_2P24GEV/metadata.yaml | 30 ++-- 3 files changed, 44 insertions(+), 202 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-17PTS.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-17PTS.yaml index 034ec37b7d..a42c79d69e 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-17PTS.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-17PTS.yaml @@ -1,205 +1,137 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2U.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2U.yaml index 7908d58fa9..24b058bef1 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2U.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2U.yaml @@ -7,10 +7,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 1.940766723678e-06 @@ -19,10 +15,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 7.533150951473e-06 @@ -31,10 +23,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 2.924017738213e-05 @@ -43,10 +31,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.0001134967265154 @@ -55,10 +39,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.0004405413401349 @@ -67,10 +47,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.001709975946677 @@ -79,10 +55,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.006637328831201 @@ -91,10 +63,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.02576301385941 @@ -103,10 +71,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.1 @@ -115,10 +79,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.18 @@ -127,10 +87,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.26 @@ -139,10 +95,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.34 @@ -151,10 +103,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.42 @@ -163,10 +111,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.5 @@ -175,10 +119,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.58 @@ -187,10 +127,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.66 @@ -199,10 +135,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.74 @@ -211,10 +143,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.82 @@ -223,10 +151,6 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null - x: min: null mid: 0.9 @@ -235,7 +159,3 @@ bins: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml index 9cf0d5d773..25c77f3b19 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -474,7 +474,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $c+\bar{c}$ structure function $F_2^c$' units: '' - process_type: POS_F2C + process_type: POS_F2 tables: [] npoints: [] ndata: 17 @@ -482,24 +482,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: DIS $c+\bar{c}$ structure function $F_2^c$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization Scale + label: Q2 units: '' file: kinematics_F2C-17PTS.yaml theory: @@ -566,7 +561,6 @@ implemented_observables: kinematic_coverage: - x - Q2 - - k3 kinematics: variables: x: @@ -577,10 +571,6 @@ implemented_observables: description: Factorization Scale label: Q2 units: '' - k3: - description: Variable k3 - label: k3 - units: '' file: kinematics_F2U.yaml theory: conversion_factor: 1.0 From 6b48c57f14a71d41dfc90a5c5151485f25a90f66 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 11 Jun 2024 14:07:27 +0200 Subject: [PATCH 54/70] F2C as POS_F2 process --- .../NNPDF_POS_2P24GEV/kinematics_F2C.yaml | 160 +++++------------- .../NNPDF_POS_2P24GEV/metadata.yaml | 25 ++- 2 files changed, 50 insertions(+), 135 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C.yaml index 26edc37705..24b058bef1 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.74 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.82 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.9 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml index 25c77f3b19..8e228c106b 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -56,7 +56,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $c+\bar{c}$ structure function $F_2^c$' units: '' - process_type: POS_F2C + process_type: POS_F2 tables: [] npoints: [] ndata: 20 @@ -64,24 +64,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: DIS $c+\bar{c}$ structure function $F_2^c$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization Scale + label: Q2 units: '' file: kinematics_F2C.yaml theory: From 8533832b138b76fab3df55376350899ad933488c Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 11 Jun 2024 14:09:42 +0200 Subject: [PATCH 55/70] F2C-CCE as F2 Process --- .../kinematics_F2C-CCE-17PTS.yaml | 136 +++++------------- .../NNPDF_POS_2P24GEV/metadata.yaml | 23 ++- 2 files changed, 43 insertions(+), 116 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-CCE-17PTS.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-CCE-17PTS.yaml index 034ec37b7d..a42c79d69e 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-CCE-17PTS.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-CCE-17PTS.yaml @@ -1,205 +1,137 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml index 8e228c106b..d4cf9222fb 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -99,24 +99,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: DIS $c$ structure function $F_2^{W^-,c}$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization Scale + label: Q2 units: '' file: kinematics_F2C-CCE-17PTS.yaml theory: From c858a3e76e7873b8659602d870b681b141bf9e37 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 11 Jun 2024 14:13:48 +0200 Subject: [PATCH 56/70] F2D as POS_F2 --- .../NNPDF_POS_2P24GEV/kinematics_F2D.yaml | 160 +++++------------- .../NNPDF_POS_2P24GEV/metadata.yaml | 27 ++- 2 files changed, 51 insertions(+), 136 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2D.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2D.yaml index 26edc37705..24b058bef1 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2D.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2D.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.74 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.82 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.9 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml index d4cf9222fb..f8dbc42f78 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -91,7 +91,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $c$ structure function $F_2^{W^-,c}$' units: '' - process_type: POS_F2C_CCE + process_type: POS_F2 tables: [] npoints: [] ndata: 17 @@ -126,7 +126,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $d+\bar{d}$ structure function $F_2^d$' units: '' - process_type: POS_F2d + process_type: POS_F2 tables: [] npoints: [] ndata: 20 @@ -134,24 +134,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: DIS $d+\bar{d}$ structure function $F_2^d$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization Scale + label: Q2 units: '' file: kinematics_F2D.yaml theory: From df248f970c6f44bed71a9bf746acc7a83bc0e033 Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 11 Jun 2024 14:18:40 +0200 Subject: [PATCH 57/70] F2C as F2 process --- .../NNPDF_POS_2P24GEV/kinematics_F2S.yaml | 160 +++++------------- .../NNPDF_POS_2P24GEV/metadata.yaml | 25 ++- 2 files changed, 50 insertions(+), 135 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2S.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2S.yaml index 26edc37705..24b058bef1 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2S.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2S.yaml @@ -1,241 +1,161 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.74 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.82 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.9 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml index f8dbc42f78..bea1db0fce 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -161,7 +161,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: DIS $s+\bar{s}$ structure function $F_2^s$' units: '' - process_type: POS_F2S + process_type: POS_F2 tables: [] npoints: [] ndata: 20 @@ -169,24 +169,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: DIS $s+\bar{s}$ structure function $F_2^s$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization Scale + label: Q2 units: '' file: kinematics_F2S.yaml theory: From 4fe95df8f1cc37fc662c691b44c2c7eb42f97e5e Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Tue, 11 Jun 2024 14:21:46 +0200 Subject: [PATCH 58/70] F2C-CCP as F2 process --- .../kinematics_F2C-CCP-17PTS.yaml | 136 +++++------------- .../NNPDF_POS_2P24GEV/metadata.yaml | 25 ++-- 2 files changed, 44 insertions(+), 117 deletions(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-CCP-17PTS.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-CCP-17PTS.yaml index 034ec37b7d..a42c79d69e 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-CCP-17PTS.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/kinematics_F2C-CCP-17PTS.yaml @@ -1,205 +1,137 @@ bins: -- k1: +- x: min: null mid: 5.0e-07 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 1.940766723678e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 7.533150951473e-06 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 2.924017738213e-05 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0001134967265154 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.0004405413401349 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.001709975946677 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.006637328831201 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.02576301385941 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.26 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.34 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.42 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.5 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.58 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null -- k1: +- x: min: null mid: 0.66 max: null - k2: + Q2: min: null mid: 5.0 max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml index bea1db0fce..d9dffbdaa0 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/NNPDF_POS_2P24GEV/metadata.yaml @@ -489,7 +489,7 @@ implemented_observables: description: Deep Inelastic Scattering label: 'positivity dataset: CC DIS $\bar{c}$ structure function $F_2^{W^+,c}$' units: '' - process_type: POS_F2C_CCP + process_type: POS_F2 tables: [] npoints: [] ndata: 17 @@ -497,24 +497,19 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: 'positivity dataset: CC DIS $\bar{c}$ structure function $F_2^{W^+,c}$' - plot_x: k1 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: x units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Factorization Scale + label: Q2 units: '' file: kinematics_F2C-CCP-17PTS.yaml theory: From 7dbf42b9155cc8674d9a3441a5f83bcc560c2ccb Mon Sep 17 00:00:00 2001 From: Mark Nestor Costantini Date: Wed, 12 Jun 2024 10:12:03 +0200 Subject: [PATCH 59/70] use the correct rawdata file for uncertainties --- .../nnpdf_data/new_commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml index 222ee7cdd4..62867cefa8 100644 --- a/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml +++ b/nnpdf_data/nnpdf_data/new_commondata/ATLAS_Z0J_13TEV_PT/metadata.yaml @@ -26,7 +26,7 @@ implemented_observables: ndata: 38 - tables: [26] + tables: [5] process_type: DY_NC_PT plotting: From cc9659d82b631728d31f57e63950c6c3d8f1d3bb Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 18 Jun 2024 09:30:51 +0200 Subject: [PATCH 60/70] fix typo --- validphys2/src/validphys/loader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/validphys2/src/validphys/loader.py b/validphys2/src/validphys/loader.py index 0e4fb47106..2ea85ab1fb 100644 --- a/validphys2/src/validphys/loader.py +++ b/validphys2/src/validphys/loader.py @@ -981,7 +981,7 @@ def download_and_extract(url, local_path, target_name=None): try: res_tar.extractall(path=dest_path, filter="data") except tarfile.LinkOutsideDestinationError as e: - if sys.verson_info > (3, 11): + if sys.version_info > (3, 11): raise e # For older versions of python ``filter=data`` might be too restrictive # for the links inside the ``postfit`` folder if you are using more than one disk From 0b16d429e90f07a3edb79373d7dc4084e269ffea Mon Sep 17 00:00:00 2001 From: juacrumar Date: Thu, 6 Jun 2024 12:56:08 +0200 Subject: [PATCH 61/70] make separate_multiplicative=False the default behaviour --- n3fit/runcards/examples/nnpdf40-like.yml | 5 ++-- .../hyperopt_studies/renew_hyperopt.yml | 3 -- ...restricted_search_space_renew_hyperopt.yml | 3 -- n3fit/src/n3fit/scripts/n3fit_exec.py | 2 +- .../regressions/quickcard-sequential.yml | 2 ++ .../src/n3fit/tests/regressions/quickcard.yml | 2 ++ .../n3fit/tests/regressions/quickcard_pol.yml | 2 ++ .../n3fit/tests/regressions/quickcard_qed.yml | 2 ++ validphys2/src/validphys/config.py | 18 ++++------- validphys2/src/validphys/filters.py | 30 +++++++++++++++---- validphys2/src/validphys/pseudodata.py | 24 ++++++++------- 11 files changed, 56 insertions(+), 37 deletions(-) diff --git a/n3fit/runcards/examples/nnpdf40-like.yml b/n3fit/runcards/examples/nnpdf40-like.yml index 434c6173f4..f1d1ed1d91 100644 --- a/n3fit/runcards/examples/nnpdf40-like.yml +++ b/n3fit/runcards/examples/nnpdf40-like.yml @@ -101,8 +101,9 @@ theory: theoryid: 40_000_000 # For fits <= 4.0 multiplicative and additive uncertainties were sampled separately -sampling: - separate_multiplicative: False +# and thus the flag `separate_multiplicative` needs to be set to True +# sampling: +# separate_multiplicative: True ################################################################################ trvlseed: 591866982 diff --git a/n3fit/runcards/hyperopt_studies/renew_hyperopt.yml b/n3fit/runcards/hyperopt_studies/renew_hyperopt.yml index 30008f22b3..f89604952a 100644 --- a/n3fit/runcards/hyperopt_studies/renew_hyperopt.yml +++ b/n3fit/runcards/hyperopt_studies/renew_hyperopt.yml @@ -99,9 +99,6 @@ datacuts: theory: theoryid: 700 # database id -sampling: - separate_multiplicative: false - hyperscan_config: stopping: min_epochs: 15e3 diff --git a/n3fit/runcards/hyperopt_studies/restricted_search_space_renew_hyperopt.yml b/n3fit/runcards/hyperopt_studies/restricted_search_space_renew_hyperopt.yml index 332247100d..3f343e6e3a 100644 --- a/n3fit/runcards/hyperopt_studies/restricted_search_space_renew_hyperopt.yml +++ b/n3fit/runcards/hyperopt_studies/restricted_search_space_renew_hyperopt.yml @@ -99,9 +99,6 @@ datacuts: theory: theoryid: 700 # database id -sampling: - separate_multiplicative: false - hyperscan_config: architecture: n_layers: [2] diff --git a/n3fit/src/n3fit/scripts/n3fit_exec.py b/n3fit/src/n3fit/scripts/n3fit_exec.py index 2a749fa846..9c68bbb5e1 100755 --- a/n3fit/src/n3fit/scripts/n3fit_exec.py +++ b/n3fit/src/n3fit/scripts/n3fit_exec.py @@ -180,7 +180,7 @@ def from_yaml(cls, o, *args, **kwargs): # Sampling flags if (sam_t0 := file_content.get('sampling')) is not None: N3FIT_FIXED_CONFIG['separate_multiplicative'] = sam_t0.get( - 'separate_multiplicative', True + 'separate_multiplicative', False ) # Fitting flag file_content.update(N3FIT_FIXED_CONFIG) diff --git a/n3fit/src/n3fit/tests/regressions/quickcard-sequential.yml b/n3fit/src/n3fit/tests/regressions/quickcard-sequential.yml index 87ac1edaff..4608267ee2 100644 --- a/n3fit/src/n3fit/tests/regressions/quickcard-sequential.yml +++ b/n3fit/src/n3fit/tests/regressions/quickcard-sequential.yml @@ -31,6 +31,8 @@ nnseed: 2 mcseed: 1 save: weights.weights.h5 +sampling: + separate_multiplicative: true parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] diff --git a/n3fit/src/n3fit/tests/regressions/quickcard.yml b/n3fit/src/n3fit/tests/regressions/quickcard.yml index ca51c9a339..19b32652dc 100644 --- a/n3fit/src/n3fit/tests/regressions/quickcard.yml +++ b/n3fit/src/n3fit/tests/regressions/quickcard.yml @@ -34,6 +34,8 @@ nnseed: 2 mcseed: 1 load: "weights.weights.h5" +sampling: + separate_multiplicative: true parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] diff --git a/n3fit/src/n3fit/tests/regressions/quickcard_pol.yml b/n3fit/src/n3fit/tests/regressions/quickcard_pol.yml index 94bc90414f..8702cb5229 100644 --- a/n3fit/src/n3fit/tests/regressions/quickcard_pol.yml +++ b/n3fit/src/n3fit/tests/regressions/quickcard_pol.yml @@ -32,6 +32,8 @@ nnseed: 2 mcseed: 1 load: "weights_pol.weights.h5" +sampling: + separate_multiplicative: true parameters: nodes_per_layer: [25, 20, 4] diff --git a/n3fit/src/n3fit/tests/regressions/quickcard_qed.yml b/n3fit/src/n3fit/tests/regressions/quickcard_qed.yml index 684bb47afd..282f982876 100644 --- a/n3fit/src/n3fit/tests/regressions/quickcard_qed.yml +++ b/n3fit/src/n3fit/tests/regressions/quickcard_qed.yml @@ -34,6 +34,8 @@ nnseed: 2 mcseed: 1 load: "weights.weights.h5" +sampling: + separate_multiplicative: true parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] diff --git a/validphys2/src/validphys/config.py b/validphys2/src/validphys/config.py index 9b3c749e31..1880fda054 100644 --- a/validphys2/src/validphys/config.py +++ b/validphys2/src/validphys/config.py @@ -685,15 +685,6 @@ def produce_experiment_from_input(self, experiment_input, theoryid, use_cuts, fi ) } - def produce_sep_mult(self, separate_multiplicative=None): - """ - Specifies whether to separate the multiplicative errors in the - experimental covmat construction. The default is True. - """ - if separate_multiplicative is False: - return False - return True - @configparser.explicit_node def produce_dataset_inputs_fitting_covmat( self, theory_covmat_flag=False, use_thcovmat_in_fitting=False @@ -712,7 +703,10 @@ def produce_dataset_inputs_fitting_covmat( @configparser.explicit_node def produce_dataset_inputs_sampling_covmat( - self, sep_mult, theory_covmat_flag=False, use_thcovmat_in_sampling=False + self, + separate_multiplicative=False, + theory_covmat_flag=False, + use_thcovmat_in_sampling=False, ): """ Produces the correct covmat to be used in make_replica according @@ -722,12 +716,12 @@ def produce_dataset_inputs_sampling_covmat( from validphys import covmats if theory_covmat_flag and use_thcovmat_in_sampling: - if sep_mult: + if separate_multiplicative: return covmats.dataset_inputs_total_covmat_separate else: return covmats.dataset_inputs_total_covmat else: - if sep_mult: + if separate_multiplicative: return covmats.dataset_inputs_exp_covmat_separate else: return covmats.dataset_inputs_exp_covmat diff --git a/validphys2/src/validphys/filters.py b/validphys2/src/validphys/filters.py index 6288af4dc1..130047385e 100644 --- a/validphys2/src/validphys/filters.py +++ b/validphys2/src/validphys/filters.py @@ -189,7 +189,7 @@ def export_mask(path, mask): np.savetxt(path, mask, fmt='%d') -def filter_closure_data(filter_path, data, fakepdf, fakenoise, filterseed, sep_mult): +def filter_closure_data(filter_path, data, fakepdf, fakenoise, filterseed, separate_multiplicative): """Filter closure data. In addition to cutting data points, the data is generated from an underlying ``fakepdf``, applying a shift to the data if ``fakenoise`` is ``True``, which emulates the experimental central values @@ -197,11 +197,19 @@ def filter_closure_data(filter_path, data, fakepdf, fakenoise, filterseed, sep_m """ log.info('Filtering closure-test data.') - return _filter_closure_data(filter_path, data, fakepdf, fakenoise, filterseed, sep_mult) + return _filter_closure_data( + filter_path, data, fakepdf, fakenoise, filterseed, separate_multiplicative + ) def filter_closure_data_by_experiment( - filter_path, experiments_data, fakepdf, fakenoise, filterseed, data_index, sep_mult + filter_path, + experiments_data, + fakepdf, + fakenoise, + filterseed, + data_index, + separate_multiplicative, ): """ Like :py:func:`filter_closure_data` except filters data by experiment. @@ -218,7 +226,13 @@ def filter_closure_data_by_experiment( experiment_index = data_index[data_index.isin([exp.name], level=0)] res.append( _filter_closure_data( - filter_path, exp, fakepdf, fakenoise, filterseed, experiment_index, sep_mult + filter_path, + exp, + fakepdf, + fakenoise, + filterseed, + experiment_index, + separate_multiplicative, ) ) @@ -269,7 +283,9 @@ def _filter_real_data(filter_path, data): return total_data_points, total_cut_data_points -def _filter_closure_data(filter_path, data, fakepdf, fakenoise, filterseed, data_index, sep_mult): +def _filter_closure_data( + filter_path, data, fakepdf, fakenoise, filterseed, data_index, separate_multiplicative +): """ This function is accessed within a closure test only, that is, the fakedata namespace has to be True (If fakedata = False, the _filter_real_data function @@ -334,7 +350,9 @@ def _filter_closure_data(filter_path, data, fakepdf, fakenoise, filterseed, data if fakenoise: # ======= Level 1 closure test =======# - closure_data = make_level1_data(data, closure_data, filterseed, data_index, sep_mult) + closure_data = make_level1_data( + data, closure_data, filterseed, data_index, separate_multiplicative + ) # ====== write commondata and systype files ======# if fakenoise: diff --git a/validphys2/src/validphys/pseudodata.py b/validphys2/src/validphys/pseudodata.py index c12368f13e..a0083bb803 100644 --- a/validphys2/src/validphys/pseudodata.py +++ b/validphys2/src/validphys/pseudodata.py @@ -126,7 +126,7 @@ def make_replica( groups_dataset_inputs_loaded_cd_with_cuts, replica_mcseed, dataset_inputs_sampling_covmat, - sep_mult, + separate_multiplicative=False, genrep=True, max_tries=int(1e6), resample_negative_pseudodata=True, @@ -153,8 +153,8 @@ def make_replica( Full covmat to be used. It can be either only experimental or also theoretical. separate_multiplicative: bool - Specifies whether computing the shifts with the full covmat or separating multiplicative - errors (in the latter case remember to generate the covmat coherently) + Specifies whether computing the shifts with the full covmat + or whether multiplicative errors should be separated genrep: bool Specifies whether computing replicas or not @@ -221,7 +221,7 @@ def make_replica( pseudodatas.append(pseudodata) # Separation of multiplicative errors. If separate_multiplicative is True also the exp_covmat is produced # without multiplicative errors - if sep_mult: + if separate_multiplicative: mult_errors = cd.multiplicative_errors mult_uncorr_errors = mult_errors.loc[:, mult_errors.columns == "UNCORR"].to_numpy() mult_corr_errors = mult_errors.loc[:, mult_errors.columns == "CORR"].to_numpy() @@ -234,7 +234,7 @@ def make_replica( else: check_positive_masks.append(np.ones_like(pseudodata, dtype=bool)) # concatenating special multiplicative errors, pseudodatas and positive mask - if sep_mult: + if separate_multiplicative: special_mult_errors = pd.concat(special_mult, axis=0, sort=True).fillna(0).to_numpy() all_pseudodata = np.concatenate(pseudodatas, axis=0) full_mask = np.concatenate(check_positive_masks, axis=0) @@ -255,10 +255,10 @@ def make_replica( mult_shifts.append(mult_shift) - # If sep_mult is true then the multiplicative shifts were not included in the covmat + # If separate_multiplicative is true then the multiplicative shifts were not included in the covmat shifts = covmat_sqrt @ rng.normal(size=covmat.shape[1]) mult_part = 1.0 - if sep_mult: + if separate_multiplicative: special_mult = ( 1 + special_mult_errors * rng.normal(size=(1, special_mult_errors.shape[1])) / 100 ).prod(axis=1) @@ -329,7 +329,7 @@ def level0_commondata_wc(data, fakepdf): return level0_commondata_instances_wc -def make_level1_data(data, level0_commondata_wc, filterseed, data_index, sep_mult): +def make_level1_data(data, level0_commondata_wc, filterseed, data_index, separate_multiplicative): """ Given a list of Level 0 commondata instances, return the same list with central values replaced by Level 1 data. @@ -395,12 +395,16 @@ def make_level1_data(data, level0_commondata_wc, filterseed, data_index, sep_mul use_weights_in_covmat=False, norm_threshold=None, _list_of_central_values=None, - _only_additive=sep_mult, + _only_additive=separate_multiplicative, ) # ================== generation of Level1 data ======================# level1_data = make_replica( - level0_commondata_wc, filterseed, covmat, sep_mult=sep_mult, genrep=True + level0_commondata_wc, + filterseed, + covmat, + separate_multiplicative=separate_multiplicative, + genrep=True, ) indexed_level1_data = indexed_make_replica(data_index, level1_data) From dd98198940dd3911e2ba8b18e8014886c737ca25 Mon Sep 17 00:00:00 2001 From: juacrumar Date: Thu, 6 Jun 2024 13:02:08 +0200 Subject: [PATCH 62/70] commit with regression test hopefully passing before regenerating --- extra_tests/regression_fits/diagonal.yml | 2 ++ extra_tests/regression_fits/feature_scaling.yml | 2 ++ extra_tests/regression_fits/flavour.yml | 2 ++ extra_tests/regression_fits/no_csr.yml | 2 ++ extra_tests/regression_fits/no_lagrange.yml | 2 ++ extra_tests/regression_fits/no_msr.yml | 2 ++ extra_tests/regression_fits/no_sumrules.yml | 2 ++ extra_tests/regression_fits/no_vsr.yml | 2 ++ extra_tests/regression_fits/normal_fit.yml | 2 ++ extra_tests/regression_fits/polarized_evol.yml | 2 ++ extra_tests/regression_fits/single_dense.yml | 2 ++ extra_tests/regression_fits/trainable_prepro.yml | 2 ++ validphys2/src/validphys/tests/conftest.py | 2 +- validphys2/src/validphys/tests/test_overfit_metric.py | 1 + validphys2/src/validphys/tests/test_pseudodata.py | 2 +- 15 files changed, 27 insertions(+), 2 deletions(-) diff --git a/extra_tests/regression_fits/diagonal.yml b/extra_tests/regression_fits/diagonal.yml index 8c4ba68d9c..ed1999c9e6 100644 --- a/extra_tests/regression_fits/diagonal.yml +++ b/extra_tests/regression_fits/diagonal.yml @@ -34,6 +34,8 @@ mcseed: 1 diagonal_basis: True load: "weights.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] diff --git a/extra_tests/regression_fits/feature_scaling.yml b/extra_tests/regression_fits/feature_scaling.yml index 7bb3a9687b..bb809b5310 100644 --- a/extra_tests/regression_fits/feature_scaling.yml +++ b/extra_tests/regression_fits/feature_scaling.yml @@ -34,6 +34,8 @@ mcseed: 1 load: "weights_feature.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/flavour.yml b/extra_tests/regression_fits/flavour.yml index 8e4fc6f058..33b10443ea 100644 --- a/extra_tests/regression_fits/flavour.yml +++ b/extra_tests/regression_fits/flavour.yml @@ -33,6 +33,8 @@ mcseed: 1 load: "weights_flavour.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/no_csr.yml b/extra_tests/regression_fits/no_csr.yml index 47e7d4bd02..0446404ff2 100644 --- a/extra_tests/regression_fits/no_csr.yml +++ b/extra_tests/regression_fits/no_csr.yml @@ -35,6 +35,8 @@ sum_rules: "ALLBUTCSR" save: "weights_casymm.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 9] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/no_lagrange.yml b/extra_tests/regression_fits/no_lagrange.yml index 4a58652996..aebf67eab6 100644 --- a/extra_tests/regression_fits/no_lagrange.yml +++ b/extra_tests/regression_fits/no_lagrange.yml @@ -35,6 +35,8 @@ mcseed: 1 load: "weights.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/no_msr.yml b/extra_tests/regression_fits/no_msr.yml index 64ce255cf9..e84357ca5b 100644 --- a/extra_tests/regression_fits/no_msr.yml +++ b/extra_tests/regression_fits/no_msr.yml @@ -35,6 +35,8 @@ mcseed: 1 sum_rules: "VSR" load: "weights.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] diff --git a/extra_tests/regression_fits/no_sumrules.yml b/extra_tests/regression_fits/no_sumrules.yml index a42d4efde9..df2933ed90 100644 --- a/extra_tests/regression_fits/no_sumrules.yml +++ b/extra_tests/regression_fits/no_sumrules.yml @@ -36,6 +36,8 @@ sum_rules: False load: "weights.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/no_vsr.yml b/extra_tests/regression_fits/no_vsr.yml index 0fd296acdc..d7ae02d4a3 100644 --- a/extra_tests/regression_fits/no_vsr.yml +++ b/extra_tests/regression_fits/no_vsr.yml @@ -36,6 +36,8 @@ sum_rules: "MSR" load: "weights.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/normal_fit.yml b/extra_tests/regression_fits/normal_fit.yml index bcedeb053e..e943b124c6 100644 --- a/extra_tests/regression_fits/normal_fit.yml +++ b/extra_tests/regression_fits/normal_fit.yml @@ -27,6 +27,8 @@ mcseed: 1 save: "normal_fit.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/polarized_evol.yml b/extra_tests/regression_fits/polarized_evol.yml index cea9ccd333..4190fc1c89 100644 --- a/extra_tests/regression_fits/polarized_evol.yml +++ b/extra_tests/regression_fits/polarized_evol.yml @@ -32,6 +32,8 @@ mcseed: 746898422 genrep: true load: "weights_polevol.weights.h5" +sampling: + separate_multiplicative: True parameters: nodes_per_layer: [25, 20, 4] diff --git a/extra_tests/regression_fits/single_dense.yml b/extra_tests/regression_fits/single_dense.yml index 8c9165597e..2317d01166 100644 --- a/extra_tests/regression_fits/single_dense.yml +++ b/extra_tests/regression_fits/single_dense.yml @@ -37,6 +37,8 @@ mcseed: 1 save: "single_dense.weights.h5" load: "single_dense.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/trainable_prepro.yml b/extra_tests/regression_fits/trainable_prepro.yml index 5b5a69547b..b20d70c29e 100644 --- a/extra_tests/regression_fits/trainable_prepro.yml +++ b/extra_tests/regression_fits/trainable_prepro.yml @@ -35,6 +35,8 @@ mcseed: 1 load: "weights.weights.h5" +sampling: + separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/validphys2/src/validphys/tests/conftest.py b/validphys2/src/validphys/tests/conftest.py index b80f64d9c5..a56cf31583 100644 --- a/validphys2/src/validphys/tests/conftest.py +++ b/validphys2/src/validphys/tests/conftest.py @@ -76,7 +76,7 @@ def tmp(tmpdir): PSEUDODATA_FIT = "pseudodata_test_fit_n3fit_221130" -base_config = dict(pdf=PDF, use_cuts='nocuts', dataset_inputs=DATA, theoryid=THEORYID, Q=10) +base_config = dict(pdf=PDF, use_cuts='nocuts', dataset_inputs=DATA, theoryid=THEORYID, Q=10, separate_multiplicative=True) @pytest.fixture(scope='module') diff --git a/validphys2/src/validphys/tests/test_overfit_metric.py b/validphys2/src/validphys/tests/test_overfit_metric.py index 92b6a4332b..342f21f79c 100644 --- a/validphys2/src/validphys/tests/test_overfit_metric.py +++ b/validphys2/src/validphys/tests/test_overfit_metric.py @@ -17,6 +17,7 @@ "t0pdfset": {"from_": "datacuts"}, "pdf": {"from_": "fit"}, "dataset_inputs": {"from_": "fit"}, + "separate_multiplicative": True } diff --git a/validphys2/src/validphys/tests/test_pseudodata.py b/validphys2/src/validphys/tests/test_pseudodata.py index 74f2dd87d0..be6e02ebe5 100644 --- a/validphys2/src/validphys/tests/test_pseudodata.py +++ b/validphys2/src/validphys/tests/test_pseudodata.py @@ -74,7 +74,7 @@ def test_no_savepseudodata(): def test_read_matches_recreate(): reads = API.read_fit_pseudodata(fit=PSEUDODATA_FIT) - recreates = API.recreate_fit_pseudodata(fit=PSEUDODATA_FIT) + recreates = API.recreate_fit_pseudodata(fit=PSEUDODATA_FIT, separate_multiplicative=True) for read, recreate in zip(reads, recreates): # We ignore the absolute ordering of the dataframes and just check # that they contain identical elements. From 5a9efd55dc13f9fa93fe72e2c069c8382da59b3d Mon Sep 17 00:00:00 2001 From: juacrumar Date: Thu, 6 Jun 2024 15:42:41 +0200 Subject: [PATCH 63/70] update regression runcards, and regenerate some of the tests --- extra_tests/regression_fits/diagonal.yml | 2 - .../regression_fits/feature_scaling.yml | 2 - extra_tests/regression_fits/flavour.yml | 2 - extra_tests/regression_fits/no_csr.yml | 2 - extra_tests/regression_fits/no_lagrange.yml | 2 - extra_tests/regression_fits/no_msr.yml | 2 - extra_tests/regression_fits/no_sumrules.yml | 2 - extra_tests/regression_fits/no_vsr.yml | 2 - extra_tests/regression_fits/normal_fit.yml | 2 - .../regression_fits/polarized_evol.yml | 2 - extra_tests/regression_fits/single_dense.yml | 2 - .../regression_fits/trainable_prepro.yml | 1 + validphys2/src/validphys/tests/conftest.py | 2 +- .../regressions/test_art_rep_generation.csv | 532 +++++++++--------- .../tests/regressions/test_mcreplica.csv | 532 +++++++++--------- 15 files changed, 534 insertions(+), 555 deletions(-) diff --git a/extra_tests/regression_fits/diagonal.yml b/extra_tests/regression_fits/diagonal.yml index ed1999c9e6..8c4ba68d9c 100644 --- a/extra_tests/regression_fits/diagonal.yml +++ b/extra_tests/regression_fits/diagonal.yml @@ -34,8 +34,6 @@ mcseed: 1 diagonal_basis: True load: "weights.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] diff --git a/extra_tests/regression_fits/feature_scaling.yml b/extra_tests/regression_fits/feature_scaling.yml index bb809b5310..7bb3a9687b 100644 --- a/extra_tests/regression_fits/feature_scaling.yml +++ b/extra_tests/regression_fits/feature_scaling.yml @@ -34,8 +34,6 @@ mcseed: 1 load: "weights_feature.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/flavour.yml b/extra_tests/regression_fits/flavour.yml index 33b10443ea..8e4fc6f058 100644 --- a/extra_tests/regression_fits/flavour.yml +++ b/extra_tests/regression_fits/flavour.yml @@ -33,8 +33,6 @@ mcseed: 1 load: "weights_flavour.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/no_csr.yml b/extra_tests/regression_fits/no_csr.yml index 0446404ff2..47e7d4bd02 100644 --- a/extra_tests/regression_fits/no_csr.yml +++ b/extra_tests/regression_fits/no_csr.yml @@ -35,8 +35,6 @@ sum_rules: "ALLBUTCSR" save: "weights_casymm.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 9] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/no_lagrange.yml b/extra_tests/regression_fits/no_lagrange.yml index aebf67eab6..4a58652996 100644 --- a/extra_tests/regression_fits/no_lagrange.yml +++ b/extra_tests/regression_fits/no_lagrange.yml @@ -35,8 +35,6 @@ mcseed: 1 load: "weights.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/no_msr.yml b/extra_tests/regression_fits/no_msr.yml index e84357ca5b..64ce255cf9 100644 --- a/extra_tests/regression_fits/no_msr.yml +++ b/extra_tests/regression_fits/no_msr.yml @@ -35,8 +35,6 @@ mcseed: 1 sum_rules: "VSR" load: "weights.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] diff --git a/extra_tests/regression_fits/no_sumrules.yml b/extra_tests/regression_fits/no_sumrules.yml index df2933ed90..a42d4efde9 100644 --- a/extra_tests/regression_fits/no_sumrules.yml +++ b/extra_tests/regression_fits/no_sumrules.yml @@ -36,8 +36,6 @@ sum_rules: False load: "weights.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/no_vsr.yml b/extra_tests/regression_fits/no_vsr.yml index d7ae02d4a3..0fd296acdc 100644 --- a/extra_tests/regression_fits/no_vsr.yml +++ b/extra_tests/regression_fits/no_vsr.yml @@ -36,8 +36,6 @@ sum_rules: "MSR" load: "weights.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/normal_fit.yml b/extra_tests/regression_fits/normal_fit.yml index e943b124c6..bcedeb053e 100644 --- a/extra_tests/regression_fits/normal_fit.yml +++ b/extra_tests/regression_fits/normal_fit.yml @@ -27,8 +27,6 @@ mcseed: 1 save: "normal_fit.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/polarized_evol.yml b/extra_tests/regression_fits/polarized_evol.yml index 4190fc1c89..cea9ccd333 100644 --- a/extra_tests/regression_fits/polarized_evol.yml +++ b/extra_tests/regression_fits/polarized_evol.yml @@ -32,8 +32,6 @@ mcseed: 746898422 genrep: true load: "weights_polevol.weights.h5" -sampling: - separate_multiplicative: True parameters: nodes_per_layer: [25, 20, 4] diff --git a/extra_tests/regression_fits/single_dense.yml b/extra_tests/regression_fits/single_dense.yml index 2317d01166..8c9165597e 100644 --- a/extra_tests/regression_fits/single_dense.yml +++ b/extra_tests/regression_fits/single_dense.yml @@ -37,8 +37,6 @@ mcseed: 1 save: "single_dense.weights.h5" load: "single_dense.weights.h5" -sampling: - separate_multiplicative: True parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/extra_tests/regression_fits/trainable_prepro.yml b/extra_tests/regression_fits/trainable_prepro.yml index b20d70c29e..132620e0b7 100644 --- a/extra_tests/regression_fits/trainable_prepro.yml +++ b/extra_tests/regression_fits/trainable_prepro.yml @@ -37,6 +37,7 @@ load: "weights.weights.h5" sampling: separate_multiplicative: True + parameters: # This defines the parameter dictionary that is passed to the Model Trainer nodes_per_layer: [15, 10, 8] activation_per_layer: ['sigmoid', 'tanh', 'linear'] diff --git a/validphys2/src/validphys/tests/conftest.py b/validphys2/src/validphys/tests/conftest.py index a56cf31583..b80f64d9c5 100644 --- a/validphys2/src/validphys/tests/conftest.py +++ b/validphys2/src/validphys/tests/conftest.py @@ -76,7 +76,7 @@ def tmp(tmpdir): PSEUDODATA_FIT = "pseudodata_test_fit_n3fit_221130" -base_config = dict(pdf=PDF, use_cuts='nocuts', dataset_inputs=DATA, theoryid=THEORYID, Q=10, separate_multiplicative=True) +base_config = dict(pdf=PDF, use_cuts='nocuts', dataset_inputs=DATA, theoryid=THEORYID, Q=10) @pytest.fixture(scope='module') diff --git a/validphys2/src/validphys/tests/regressions/test_art_rep_generation.csv b/validphys2/src/validphys/tests/regressions/test_art_rep_generation.csv index f2b40b260b..0eecde74ff 100644 --- a/validphys2/src/validphys/tests/regressions/test_art_rep_generation.csv +++ b/validphys2/src/validphys/tests/regressions/test_art_rep_generation.csv @@ -1,267 +1,267 @@ rep0 -0 572338.2619436508 -1 596772.0069843959 -2 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dataset id data -ATLAS ATLASWZRAP36PB 0 632751.995285571 -ATLAS ATLASWZRAP36PB 1 617041.3770628204 -ATLAS ATLASWZRAP36PB 2 657031.1685434954 -ATLAS ATLASWZRAP36PB 3 632499.3965744593 -ATLAS ATLASWZRAP36PB 4 654675.1207168144 -ATLAS ATLASWZRAP36PB 5 671000.2517548004 -ATLAS ATLASWZRAP36PB 6 664492.5507759772 -ATLAS ATLASWZRAP36PB 7 673032.1212200349 -ATLAS ATLASWZRAP36PB 8 665215.788381472 -ATLAS ATLASWZRAP36PB 9 658123.0178381058 -ATLAS ATLASWZRAP36PB 10 597391.6454749889 -ATLAS ATLASWZRAP36PB 11 444047.30792477645 -ATLAS ATLASWZRAP36PB 12 461624.00308643933 -ATLAS ATLASWZRAP36PB 13 466682.65352411283 -ATLAS ATLASWZRAP36PB 14 443015.00625158753 -ATLAS ATLASWZRAP36PB 15 445907.12168187584 -ATLAS ATLASWZRAP36PB 16 434486.1014580558 -ATLAS ATLASWZRAP36PB 17 409162.7570787424 -ATLAS ATLASWZRAP36PB 18 391449.7144861298 -ATLAS ATLASWZRAP36PB 19 382191.8381592813 -ATLAS ATLASWZRAP36PB 20 370809.4669654236 -ATLAS ATLASWZRAP36PB 21 353657.9867115815 -ATLAS ATLASWZRAP36PB 22 134625.48129342342 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PR 2107, branch separate_multiplicative_to_false. --- extra_tests/regression_fits/central_16.json | 23 +- .../regression_fits/diagonal_45.exportgrid | 1152 ++++++++-------- extra_tests/regression_fits/diagonal_45.json | 49 +- .../feature_scaling_81.exportgrid | 1166 ++++++++-------- .../regression_fits/feature_scaling_81.json | 49 +- .../regression_fits/flavour_29.exportgrid | 1164 ++++++++-------- extra_tests/regression_fits/flavour_29.json | 53 +- .../regression_fits/no_csr_613.exportgrid | 1170 ++++++++--------- extra_tests/regression_fits/no_csr_613.json | 49 +- .../regression_fits/no_lagrange_27.json | 23 +- .../regression_fits/no_msr_92.exportgrid | 1160 ++++++++-------- extra_tests/regression_fits/no_msr_92.json | 49 +- .../regression_fits/no_sumrules_18.exportgrid | 1166 ++++++++-------- .../regression_fits/no_sumrules_18.json | 49 +- .../regression_fits/no_vsr_54.exportgrid | 1148 ++++++++-------- extra_tests/regression_fits/no_vsr_54.json | 49 +- .../regression_fits/normal_fit_72.exportgrid | 1136 ++++++++-------- .../regression_fits/normal_fit_72.json | 53 +- .../polarized_evol_34.exportgrid | 784 +++++------ .../regression_fits/polarized_evol_34.json | 47 +- .../regression_fits/single_dense_316.json | 23 +- .../regression_fits/trainable_prepro_61.json | 23 +- 22 files changed, 5301 insertions(+), 5284 deletions(-) diff --git a/extra_tests/regression_fits/central_16.json b/extra_tests/regression_fits/central_16.json index 39aa4f3cb3..d607d3b395 100644 --- a/extra_tests/regression_fits/central_16.json +++ b/extra_tests/regression_fits/central_16.json @@ -71,24 +71,25 @@ ], "timing": { "walltime": { - "Total": 32.32825946807861, + "Total": 33.35334396362305, "start": 0.0, - "replica_set": 0.23800349235534668, - "replica_fitted": 32.32805871963501, - "replica_set_to_replica_fitted": 32.09005522727966 + "replica_set": 0.23613405227661133, + "replica_fitted": 33.3531174659729, + "replica_set_to_replica_fitted": 33.11698341369629 }, 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b/extra_tests/regression_fits/diagonal_45.json index 4fcf18d09c..6c24b69486 100644 --- a/extra_tests/regression_fits/diagonal_45.json +++ b/extra_tests/regression_fits/diagonal_45.json @@ -51,44 +51,45 @@ ], "stop_epoch": 1100, "best_epoch": 1099, - "erf_tr": 3.3770647048950195, - "erf_vl": 3.232318639755249, - "chi2": 2.2297277450561523, + "erf_tr": 3.7433674335479736, + "erf_vl": 3.06573224067688, + "chi2": 2.1767020225524902, "pos_state": "POS_VETO", "arc_lengths": [ - 1.318226246486323, - 1.5444156168391867, - 1.1791073597859465, - 1.0015316307958235, - 1.2179144267244248 + 1.3174401174899257, + 1.5070530572454897, + 1.1761948219147023, + 1.0013647421970557, + 1.2246977365119018 ], "integrability": [ - 0.0008988644076473595, - 0.0008988644076458607, - 4.7246509779275137e-05, - 0.46261498332023554, - 0.00705060712061667 + 0.0008957563404708435, + 0.0008957563404695668, + 4.806763138198722e-05, + 0.4638940915465348, + 0.007004071318077343 ], "timing": { "walltime": { - "Total": 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a/extra_tests/regression_fits/feature_scaling_81.exportgrid b/extra_tests/regression_fits/feature_scaling_81.exportgrid index bacc8df354..2f907ee9c1 100644 --- a/extra_tests/regression_fits/feature_scaling_81.exportgrid +++ b/extra_tests/regression_fits/feature_scaling_81.exportgrid @@ -1,593 +1,593 @@ labels: [TBAR, BBAR, CBAR, SBAR, UBAR, DBAR, GLUON, D, U, S, C, B, T, PHT] pdfgrid: -- [0.0, 0.0, 0.9970256090164185, 0.4224754869937897, 0.4242808222770691, 0.4242810308933258, - 0.06217297911643982, 0.42429959774017334, 0.42430004477500916, 0.422805517911911, - 0.9970256090164185, 0.0, 0.0, 0.0] -- [0.0, 0.0, 0.965130090713501, 0.4109417796134949, 0.4129239618778229, 0.41292423009872437, - 0.06504666060209274, 0.4129442572593689, 0.4129447638988495, 0.41131123900413513, - 0.965130090713501, 0.0, 0.0, 0.0] -- [0.0, 0.0, 0.9341123104095459, 0.39977285265922546, 0.4019491970539093, 0.4019494354724884, - 0.06804729998111725, 0.40197113156318665, 0.4019717574119568, 0.4001863896846771, - 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0.0, 0.0, 0.0, 0.0, 0.0, 0.0] q20: 2.7224999999999997 replica: 29 diff --git a/extra_tests/regression_fits/flavour_29.json b/extra_tests/regression_fits/flavour_29.json index 045396ff1e..b9a7bf3879 100644 --- a/extra_tests/regression_fits/flavour_29.json +++ b/extra_tests/regression_fits/flavour_29.json @@ -49,46 +49,47 @@ "trainable": false } ], - "stop_epoch": 140, - "best_epoch": 28, - "erf_tr": 5.085887432098389, - "erf_vl": 5.384581089019775, - "chi2": 3.8961896896362305, + "stop_epoch": 181, + "best_epoch": 69, + "erf_tr": 4.977456092834473, + "erf_vl": 5.562390327453613, + "chi2": 3.896981954574585, "pos_state": "POS_PASS", "arc_lengths": [ - 1.1046909732525076, - 1.2122390889491175, - 0.9906464905279492, - 0.9904917309060217, - 0.9907080519677236 + 1.1047281554636061, + 1.2121893672897062, + 0.9906464941994304, + 0.9904916213693944, + 0.9907080935720707 ], "integrability": [ - 0.46764427423477195, - 0.4676442742347716, - 0.08089738525450241, - 0.1000113487243652, - 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0.0, 0.0, 0.0, 0.0, 0.0, 0.0] q20: 2.7224999999999997 replica: 613 diff --git a/extra_tests/regression_fits/no_csr_613.json b/extra_tests/regression_fits/no_csr_613.json index 29319b0842..22bad86cbe 100644 --- a/extra_tests/regression_fits/no_csr_613.json +++ b/extra_tests/regression_fits/no_csr_613.json @@ -57,44 +57,45 @@ ], "stop_epoch": 1100, "best_epoch": 1099, - "erf_tr": 52.448638916015625, - "erf_vl": 52.265071868896484, - "chi2": 29.3955078125, + "erf_tr": 50.92805862426758, + "erf_vl": 50.83631134033203, + "chi2": 29.386581420898438, "pos_state": "POS_VETO", "arc_lengths": [ - 0.9916716082991431, - 1.925850885881192, - 1.3551547641298252, - 1.0247357422266838, - 1.3300020695083878 + 0.9916593109635676, + 1.8120037933717692, + 1.3579849560807138, + 1.0247125754536226, + 1.3362143325718208 ], "integrability": [ - 0.0005367029261819367, - 0.002806974167469556, - 1.8677989657267524e-05, - 0.002482869982487257, - 0.016741260187701057 + 0.0005673111809293141, + 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"4.0.9.post576.dev0+47a077fe1" + "nnpdf": "4.0.9.post909.dev0+d8a530032", + "validphys": "4.0.9.post909.dev0+d8a530032" } } diff --git a/extra_tests/regression_fits/no_lagrange_27.json b/extra_tests/regression_fits/no_lagrange_27.json index 720997b4b6..6f5b56932d 100644 --- a/extra_tests/regression_fits/no_lagrange_27.json +++ b/extra_tests/regression_fits/no_lagrange_27.json @@ -71,24 +71,25 @@ ], "timing": { "walltime": { - "Total": 37.980634450912476, + "Total": 34.23224234580994, "start": 0.0, - "replica_set": 0.22922587394714355, - "replica_fitted": 37.98039174079895, - "replica_set_to_replica_fitted": 37.75116586685181 + "replica_set": 0.2355959415435791, + "replica_fitted": 34.23207902908325, + "replica_set_to_replica_fitted": 33.99648308753967 }, "cputime": { - "Total": 39.138274702000004, + "Total": 34.959316629, "start": 0.0, - "replica_set": 0.22799105100000006, - "replica_fitted": 39.138029595, - "replica_set_to_replica_fitted": 38.910038543999995 + "replica_set": 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b/extra_tests/regression_fits/no_msr_92.json @@ -51,44 +51,45 @@ ], "stop_epoch": 1100, "best_epoch": 1099, - "erf_tr": 6.576594829559326, - "erf_vl": 5.858449935913086, - "chi2": 3.3300018310546875, + "erf_tr": 5.661350727081299, + "erf_vl": 5.671205043792725, + "chi2": 3.3254096508026123, "pos_state": "POS_PASS", "arc_lengths": [ - 1.3370216319814459, - 0.9939697402767997, - 1.179148683250488, - 1.0013385209813972, - 1.175109752177304 + 1.3377684868747033, + 0.9939545216245528, + 1.1826499004778586, + 1.0015656903069137, + 1.1694081596657295 ], "integrability": [ - 0.0009919884832926065, - 0.0009919884832925857, - 4.6653166691515424e-05, - 0.4762776866555214, - 0.007486372429411588 + 0.0009784702342583926, + 0.0009784702342586354, + 4.6017493104885676e-05, + 0.47618312388658507, + 0.007452807622030058 ], "timing": { "walltime": { - "Total": 46.0448694229126, + "Total": 45.44354581832886, "start": 0.0, - "replica_set": 0.23608732223510742, - "replica_fitted": 46.04460954666138, - 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a/extra_tests/regression_fits/no_sumrules_18.exportgrid +++ b/extra_tests/regression_fits/no_sumrules_18.exportgrid @@ -1,590 +1,590 @@ labels: [TBAR, BBAR, CBAR, SBAR, UBAR, DBAR, GLUON, D, U, S, C, B, T, PHT] pdfgrid: -- [0.0, 0.0, -2.4447736740112305, 0.48206278681755066, 0.4548843801021576, 0.4549284875392914, - -0.536359429359436, 0.4549674689769745, 0.45492371916770935, 0.4819997251033783, - -2.4447736740112305, 0.0, 0.0, 0.0] -- [0.0, 0.0, -2.3672444820404053, 0.47239094972610474, 0.44413238763809204, 0.44418248534202576, - -0.5363330841064453, 0.4442256689071655, 0.44417592883110046, 0.4723217785358429, - -2.3672444820404053, 0.0, 0.0, 0.0] -- [0.0, 0.0, -2.2921900749206543, 0.4632742702960968, 0.43389198184013367, 0.43394893407821655, - -0.5362372994422913, 0.43399667739868164, 0.43394026160240173, 0.46319839358329773, - -2.2921900749206543, 0.0, 0.0, 0.0] -- [0.0, 0.0, -2.219531536102295, 0.4547019600868225, 0.4241504371166229, 0.4242151379585266, - -0.5360674858093262, 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mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post576.dev0+47a077fe1", - "validphys": "4.0.9.post576.dev0+47a077fe1" + "nnpdf": "4.0.9.post909.dev0+d8a530032", + "validphys": "4.0.9.post909.dev0+d8a530032" } } diff --git a/extra_tests/regression_fits/normal_fit_72.exportgrid b/extra_tests/regression_fits/normal_fit_72.exportgrid index 8d42665be6..1058c8e826 100644 --- a/extra_tests/regression_fits/normal_fit_72.exportgrid +++ b/extra_tests/regression_fits/normal_fit_72.exportgrid @@ -1,591 +1,591 @@ labels: [TBAR, BBAR, CBAR, SBAR, UBAR, DBAR, GLUON, D, U, S, C, B, T, PHT] pdfgrid: -- [0.0, 0.0, -1.136602759361267, 0.7716962695121765, 0.7504222393035889, 0.7926294207572937, - -25.532499313354492, 0.7929382920265198, 0.7507315874099731, 0.7718683481216431, - -1.136602759361267, 0.0, 0.0, 0.0] -- [0.0, 0.0, -1.1071027517318726, 0.7551030516624451, 0.7332092523574829, 0.7766196727752686, - -25.423473358154297, 0.776973307132721, 0.7335633635520935, 0.7553030848503113, - 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b/extra_tests/regression_fits/normal_fit_72.json index adb403c767..8288fca89c 100644 --- a/extra_tests/regression_fits/normal_fit_72.json +++ b/extra_tests/regression_fits/normal_fit_72.json @@ -49,46 +49,47 @@ "trainable": false } ], - "stop_epoch": 1485, - "best_epoch": 183, - "erf_tr": 4.598884105682373, - "erf_vl": 5.284733772277832, - "chi2": 3.2790424823760986, + "stop_epoch": 3449, + "best_epoch": 2147, + "erf_tr": 4.3604960441589355, + "erf_vl": 5.548332691192627, + "chi2": 2.8331196308135986, "pos_state": "POS_PASS", "arc_lengths": [ - 1.1169308148774457, - 1.2720392456218312, - 4.3550092339885556, - 1.0073990149237644, - 1.0536516407475909 + 1.0489743427459048, + 1.3840237758432037, + 7.447239029040191, + 1.2081939349795308, + 1.0586443187696393 ], "integrability": [ - 0.012613800994590169, - 0.012613800994586644, - 1.785231125861486e-05, - 0.003321282420073568, - 0.003176734346196919 + 0.013233038480392631, + 0.013233038480393422, + 1.7842459385852827e-05, + 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"validphys": "4.0.9.post909.dev0+d8a530032" } } diff --git a/extra_tests/regression_fits/polarized_evol_34.exportgrid b/extra_tests/regression_fits/polarized_evol_34.exportgrid index b0228e9f06..9a6961eb76 100644 --- a/extra_tests/regression_fits/polarized_evol_34.exportgrid +++ b/extra_tests/regression_fits/polarized_evol_34.exportgrid @@ -1,583 +1,587 @@ labels: [TBAR, BBAR, CBAR, SBAR, UBAR, DBAR, GLUON, D, U, S, C, B, T, PHT] pdfgrid: -- [0.0, 0.0, 0.0, -0.10375979542732239, -0.10418701171875, -0.10418701171875, -0.6372790932655334, - -0.10418701171875, -0.10418701171875, -0.10375979542732239, 0.0, 0.0, 0.0, 0.0] -- [0.0, 0.0, 0.0, -0.096921905875206, -0.09737326204776764, -0.09737326204776764, - -0.6048541069030762, -0.09737326204776764, -0.09737326204776764, -0.096921905875206, +- [0.0, 0.0, 0.0, -0.18479739129543304, -0.18503735959529877, -0.18503735959529877, + -0.7364077568054199, -0.18503735959529877, -0.18503735959529877, -0.18479739129543304, 0.0, 0.0, 0.0, 0.0] -- [0.0, 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0.0, 0.0, 0.0] q20: 1.0 diff --git a/extra_tests/regression_fits/polarized_evol_34.json b/extra_tests/regression_fits/polarized_evol_34.json index c185258ef1..4252d4f68e 100644 --- a/extra_tests/regression_fits/polarized_evol_34.json +++ b/extra_tests/regression_fits/polarized_evol_34.json @@ -25,46 +25,47 @@ "trainable": false } ], - "stop_epoch": 435, - "best_epoch": 323, - "erf_tr": 1.2238341569900513, - "erf_vl": 3.0599794387817383, - "chi2": 1.109000325202942, + "stop_epoch": 466, + "best_epoch": 354, + "erf_tr": 1.1801773309707642, + "erf_vl": 2.664975166320801, + "chi2": 1.2875453233718872, "pos_state": "POS_PASS", "arc_lengths": [ - 1.0326780832672715, - 1.014154549694492, + 1.0365227251310736, + 1.0125186351030275, 0.9899487587939698, 0.9899487587939698, 0.9899487587939698 ], "integrability": [ - 1.0061396160665481e-16, - 1.734723475976807e-17, - 3.122502256758253e-17, - 0.008682500803843137, - 7.979727989493313e-17 + 1.3183898417423734e-16, + 4.85722573273506e-17, + 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"replica_fitted": 31.545524994999997, + "replica_set_to_replica_fitted": 31.316966729999997 } }, "version": { - "tensorflow": "2.16.1, mkl=??", + "keras": "3.3.3", + "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post576.dev0+47a077fe1", - "validphys": "4.0.9.post576.dev0+47a077fe1" + "nnpdf": "4.0.9.post909.dev0+d8a530032", + "validphys": "4.0.9.post909.dev0+d8a530032" } } diff --git a/extra_tests/regression_fits/trainable_prepro_61.json b/extra_tests/regression_fits/trainable_prepro_61.json index 5c426e7b05..c0e8af0fa9 100644 --- a/extra_tests/regression_fits/trainable_prepro_61.json +++ b/extra_tests/regression_fits/trainable_prepro_61.json @@ -71,24 +71,25 @@ ], "timing": { "walltime": { - "Total": 34.79690074920654, + "Total": 32.61800265312195, "start": 0.0, - "replica_set": 0.24268245697021484, - "replica_fitted": 34.79669666290283, - "replica_set_to_replica_fitted": 34.55401420593262 + "replica_set": 0.23979687690734863, + "replica_fitted": 32.61782908439636, + "replica_set_to_replica_fitted": 32.378032207489014 }, "cputime": { - "Total": 36.326103099, + "Total": 33.684330003, "start": 0.0, - "replica_set": 0.24133399599999983, - "replica_fitted": 36.325896654, - "replica_set_to_replica_fitted": 36.084562657999996 + "replica_set": 0.23799519599999996, + "replica_fitted": 33.684154264, + "replica_set_to_replica_fitted": 33.446159068 } }, "version": { - "tensorflow": "2.16.1, mkl=??", + "keras": "3.3.3", + "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post576.dev0+47a077fe1", - "validphys": "4.0.9.post576.dev0+47a077fe1" + "nnpdf": "4.0.9.post909.dev0+d8a530032", + "validphys": "4.0.9.post909.dev0+d8a530032" } } From 4d5360ba99fb270ded88f1e33a08b867e8ff2687 Mon Sep 17 00:00:00 2001 From: Redo regressions bot Date: Fri, 7 Jun 2024 20:11:10 +0000 Subject: [PATCH 65/70] Automatically regenerated regressions from PR 2107, branch separate_multiplicative_to_false. --- extra_tests/regression_fits/central_16.json | 20 +++++++++---------- extra_tests/regression_fits/diagonal_45.json | 20 +++++++++---------- .../regression_fits/feature_scaling_81.json | 20 +++++++++---------- extra_tests/regression_fits/flavour_29.json | 20 +++++++++---------- extra_tests/regression_fits/no_csr_613.json | 20 +++++++++---------- .../regression_fits/no_lagrange_27.json | 20 +++++++++---------- extra_tests/regression_fits/no_msr_92.json | 20 +++++++++---------- .../regression_fits/no_sumrules_18.json | 20 +++++++++---------- extra_tests/regression_fits/no_vsr_54.json | 20 +++++++++---------- .../regression_fits/normal_fit_72.json | 20 +++++++++---------- .../regression_fits/polarized_evol_34.json | 20 +++++++++---------- .../regression_fits/single_dense_316.json | 20 +++++++++---------- .../regression_fits/trainable_prepro_61.json | 20 +++++++++---------- 13 files changed, 130 insertions(+), 130 deletions(-) diff --git a/extra_tests/regression_fits/central_16.json b/extra_tests/regression_fits/central_16.json index d607d3b395..6f2b9a68d7 100644 --- a/extra_tests/regression_fits/central_16.json +++ b/extra_tests/regression_fits/central_16.json @@ -71,25 +71,25 @@ ], "timing": { "walltime": { - "Total": 33.35334396362305, + "Total": 30.10047173500061, "start": 0.0, - "replica_set": 0.23613405227661133, - "replica_fitted": 33.3531174659729, - "replica_set_to_replica_fitted": 33.11698341369629 + "replica_set": 0.23421192169189453, + "replica_fitted": 30.100268602371216, + "replica_set_to_replica_fitted": 29.86605668067932 }, "cputime": { - "Total": 34.918751412, + "Total": 31.299373692000003, "start": 0.0, - "replica_set": 0.23205279599999962, - "replica_fitted": 34.918523647, - "replica_set_to_replica_fitted": 34.686470850999996 + "replica_set": 0.23228165799999978, + "replica_fitted": 31.299169341000002, + "replica_set_to_replica_fitted": 31.066887683000004 } }, "version": { "keras": "3.3.3", "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post909.dev0+d8a530032", - "validphys": "4.0.9.post909.dev0+d8a530032" + "nnpdf": "4.0.9.post910.dev0+670d39e81", + "validphys": "4.0.9.post910.dev0+670d39e81" } } diff --git a/extra_tests/regression_fits/diagonal_45.json b/extra_tests/regression_fits/diagonal_45.json index 6c24b69486..520c9561bf 100644 --- a/extra_tests/regression_fits/diagonal_45.json +++ b/extra_tests/regression_fits/diagonal_45.json @@ -71,25 +71,25 @@ ], "timing": { "walltime": { - "Total": 31.73482918739319, + "Total": 29.147084712982178, "start": 0.0, - "replica_set": 0.2278597354888916, - "replica_fitted": 31.734679460525513, - "replica_set_to_replica_fitted": 31.50681972503662 + "replica_set": 0.2392897605895996, + "replica_fitted": 29.146868228912354, + "replica_set_to_replica_fitted": 28.907578468322754 }, "cputime": { - "Total": 32.994349703000005, + "Total": 30.027262939000003, "start": 0.0, - "replica_set": 0.22653086100000053, - "replica_fitted": 32.994198551000004, - 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"walltime": { - "Total": 8.88758897781372, + "Total": 8.016386985778809, "start": 0.0, - "replica_set": 0.24344515800476074, - "replica_fitted": 8.887479782104492, - "replica_set_to_replica_fitted": 8.644034624099731 + "replica_set": 0.22813057899475098, + "replica_fitted": 8.016170024871826, + "replica_set_to_replica_fitted": 7.788039445877075 }, "cputime": { - "Total": 8.904189728, + "Total": 8.175631554, "start": 0.0, - "replica_set": 0.24074732199999982, - "replica_fitted": 8.904077878999999, - "replica_set_to_replica_fitted": 8.663330556999998 + "replica_set": 0.22713051000000029, + "replica_fitted": 8.175411814, + "replica_set_to_replica_fitted": 7.948281304 } }, "version": { "keras": "3.3.3", "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post909.dev0+d8a530032", - "validphys": "4.0.9.post909.dev0+d8a530032" + "nnpdf": "4.0.9.post910.dev0+670d39e81", + "validphys": "4.0.9.post910.dev0+670d39e81" } } diff --git a/extra_tests/regression_fits/no_csr_613.json b/extra_tests/regression_fits/no_csr_613.json index 22bad86cbe..2fc2d91e09 100644 --- a/extra_tests/regression_fits/no_csr_613.json +++ b/extra_tests/regression_fits/no_csr_613.json @@ -77,25 +77,25 @@ ], "timing": { "walltime": { - "Total": 26.523786067962646, + "Total": 26.624579191207886, "start": 0.0, - "replica_set": 0.23438024520874023, - "replica_fitted": 26.52363872528076, - "replica_set_to_replica_fitted": 26.28925848007202 + "replica_set": 0.23645830154418945, + "replica_fitted": 26.624445915222168, + "replica_set_to_replica_fitted": 26.38798761367798 }, "cputime": { - "Total": 27.565364704000004, + "Total": 27.446348086999997, "start": 0.0, - "replica_set": 0.2324746950000005, - "replica_fitted": 27.565215195, - "replica_set_to_replica_fitted": 27.3327405 + "replica_set": 0.23441415199999938, + "replica_fitted": 27.446212664999997, + "replica_set_to_replica_fitted": 27.211798512999998 } }, "version": { "keras": "3.3.3", 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"Total": 40.60607957839966, + "Total": 36.43538308143616, "start": 0.0, - "replica_set": 0.23620843887329102, - "replica_fitted": 40.60572862625122, - "replica_set_to_replica_fitted": 40.36952018737793 + "replica_set": 0.239013671875, + "replica_fitted": 36.43523669242859, + "replica_set_to_replica_fitted": 36.19622302055359 }, "cputime": { - "Total": 41.856023717, + "Total": 37.53883287, "start": 0.0, - "replica_set": 0.23487604600000012, - "replica_fitted": 41.855670527, - "replica_set_to_replica_fitted": 41.620794481 + "replica_set": 0.23726900299999976, + "replica_fitted": 37.538684784, + "replica_set_to_replica_fitted": 37.301415781 } }, "version": { "keras": "3.3.3", "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post909.dev0+d8a530032", - "validphys": "4.0.9.post909.dev0+d8a530032" + "nnpdf": "4.0.9.post910.dev0+670d39e81", + "validphys": "4.0.9.post910.dev0+670d39e81" } } diff --git a/extra_tests/regression_fits/no_vsr_54.json b/extra_tests/regression_fits/no_vsr_54.json index 781a402a35..4019baa223 100644 --- a/extra_tests/regression_fits/no_vsr_54.json +++ b/extra_tests/regression_fits/no_vsr_54.json @@ -71,25 +71,25 @@ ], "timing": { "walltime": { - "Total": 32.9323308467865, + "Total": 30.527060508728027, "start": 0.0, - "replica_set": 0.2385575771331787, - "replica_fitted": 32.932140827178955, - "replica_set_to_replica_fitted": 32.693583250045776 + "replica_set": 0.22086048126220703, + "replica_fitted": 30.526944875717163, + "replica_set_to_replica_fitted": 30.306084394454956 }, "cputime": { - "Total": 34.291036620999996, + "Total": 31.326699913, "start": 0.0, - "replica_set": 0.2361963970000005, - "replica_fitted": 34.290844522, - "replica_set_to_replica_fitted": 34.054648125 + "replica_set": 0.2198726510000002, + "replica_fitted": 31.326582775000006, + "replica_set_to_replica_fitted": 31.106710124000003 } }, "version": { "keras": "3.3.3", "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post909.dev0+d8a530032", - "validphys": "4.0.9.post909.dev0+d8a530032" + "nnpdf": "4.0.9.post910.dev0+670d39e81", + "validphys": "4.0.9.post910.dev0+670d39e81" } } diff --git a/extra_tests/regression_fits/normal_fit_72.json b/extra_tests/regression_fits/normal_fit_72.json index 8288fca89c..708832894a 100644 --- a/extra_tests/regression_fits/normal_fit_72.json +++ b/extra_tests/regression_fits/normal_fit_72.json @@ -71,25 +71,25 @@ ], "timing": { "walltime": { - "Total": 89.21900463104248, + "Total": 85.83472943305969, "start": 0.0, - "replica_set": 0.249161958694458, - "replica_fitted": 89.21872687339783, - "replica_set_to_replica_fitted": 88.96956491470337 + "replica_set": 0.2223529815673828, + "replica_fitted": 85.83457326889038, + "replica_set_to_replica_fitted": 85.612220287323 }, "cputime": { - "Total": 92.275349605, + "Total": 88.582687306, "start": 0.0, - "replica_set": 0.24215598299999996, - "replica_fitted": 92.275069191, - "replica_set_to_replica_fitted": 92.032913208 + "replica_set": 0.22130740499999924, + "replica_fitted": 88.582529111, + "replica_set_to_replica_fitted": 88.36122170600001 } }, "version": { "keras": "3.3.3", "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post909.dev0+d8a530032", - "validphys": "4.0.9.post909.dev0+d8a530032" + "nnpdf": "4.0.9.post910.dev0+670d39e81", + "validphys": "4.0.9.post910.dev0+670d39e81" } } diff --git a/extra_tests/regression_fits/polarized_evol_34.json b/extra_tests/regression_fits/polarized_evol_34.json index 4252d4f68e..1165450546 100644 --- a/extra_tests/regression_fits/polarized_evol_34.json +++ b/extra_tests/regression_fits/polarized_evol_34.json @@ -47,25 +47,25 @@ ], "timing": { "walltime": { - "Total": 17.964065313339233, + "Total": 16.877962350845337, "start": 0.0, - "replica_set": 0.23597407341003418, - "replica_fitted": 17.963902473449707, - "replica_set_to_replica_fitted": 17.727928400039673 + "replica_set": 0.2315657138824463, + "replica_fitted": 16.87779140472412, + "replica_set_to_replica_fitted": 16.646225690841675 }, "cputime": { - "Total": 18.071885989000002, + "Total": 17.490882718, "start": 0.0, - "replica_set": 0.2340430049999993, - "replica_fitted": 18.071721742999998, - "replica_set_to_replica_fitted": 17.837678738 + "replica_set": 0.2302778019999998, + "replica_fitted": 17.490709896, + "replica_set_to_replica_fitted": 17.260432094000002 } }, "version": { "keras": "3.3.3", "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post909.dev0+d8a530032", - "validphys": "4.0.9.post909.dev0+d8a530032" + "nnpdf": "4.0.9.post910.dev0+670d39e81", + "validphys": "4.0.9.post910.dev0+670d39e81" } } diff --git a/extra_tests/regression_fits/single_dense_316.json b/extra_tests/regression_fits/single_dense_316.json index 073e96f113..fee541f314 100644 --- a/extra_tests/regression_fits/single_dense_316.json +++ b/extra_tests/regression_fits/single_dense_316.json @@ -71,25 +71,25 @@ ], "timing": { "walltime": { - "Total": 32.28785991668701, + "Total": 30.10720419883728, "start": 0.0, - "replica_set": 0.23024249076843262, - "replica_fitted": 32.287729263305664, - "replica_set_to_replica_fitted": 32.05748677253723 + "replica_set": 0.23196172714233398, + "replica_fitted": 30.106998682022095, + "replica_set_to_replica_fitted": 29.87503695487976 }, "cputime": { - "Total": 31.545657242, + "Total": 31.332164543999998, "start": 0.0, - "replica_set": 0.2285582650000002, - "replica_fitted": 31.545524994999997, - "replica_set_to_replica_fitted": 31.316966729999997 + "replica_set": 0.23007352200000053, + "replica_fitted": 31.331957337000002, + "replica_set_to_replica_fitted": 31.101883815 } }, "version": { "keras": "3.3.3", "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post909.dev0+d8a530032", - "validphys": "4.0.9.post909.dev0+d8a530032" + "nnpdf": "4.0.9.post910.dev0+670d39e81", + "validphys": "4.0.9.post910.dev0+670d39e81" } } diff --git a/extra_tests/regression_fits/trainable_prepro_61.json b/extra_tests/regression_fits/trainable_prepro_61.json index c0e8af0fa9..71d35e6f10 100644 --- a/extra_tests/regression_fits/trainable_prepro_61.json +++ b/extra_tests/regression_fits/trainable_prepro_61.json @@ -71,25 +71,25 @@ ], "timing": { "walltime": { - "Total": 32.61800265312195, + "Total": 31.844950675964355, "start": 0.0, - "replica_set": 0.23979687690734863, - "replica_fitted": 32.61782908439636, - "replica_set_to_replica_fitted": 32.378032207489014 + "replica_set": 0.23360300064086914, + "replica_fitted": 31.844779014587402, + "replica_set_to_replica_fitted": 31.611176013946533 }, "cputime": { - "Total": 33.684330003, + "Total": 32.889014591, "start": 0.0, - "replica_set": 0.23799519599999996, - "replica_fitted": 33.684154264, - "replica_set_to_replica_fitted": 33.446159068 + "replica_set": 0.23132029399999965, + "replica_fitted": 32.888841699, + "replica_set_to_replica_fitted": 32.657521405 } }, "version": { "keras": "3.3.3", "tensorflow": "2.16.1, mkl=False", "numpy": "1.26.4", - "nnpdf": "4.0.9.post909.dev0+d8a530032", - "validphys": "4.0.9.post909.dev0+d8a530032" + "nnpdf": "4.0.9.post910.dev0+670d39e81", + "validphys": "4.0.9.post910.dev0+670d39e81" } } From bd8df3b0d5aafb3a0b2e92efe7006629233c711b Mon Sep 17 00:00:00 2001 From: juacrumar Date: Mon, 3 Jun 2024 10:42:54 +0200 Subject: [PATCH 66/70] add shape to boolean mask --- n3fit/src/n3fit/backends/keras_backend/MetaLayer.py | 6 +++--- n3fit/src/n3fit/backends/keras_backend/operations.py | 11 +++++++++-- n3fit/src/n3fit/layers/mask.py | 3 +-- validphys2/src/validphys/calcutils.py | 3 ++- validphys2/src/validphys/uploadutils.py | 3 ++- 5 files changed, 17 insertions(+), 9 deletions(-) diff --git a/n3fit/src/n3fit/backends/keras_backend/MetaLayer.py b/n3fit/src/n3fit/backends/keras_backend/MetaLayer.py index 31def842c4..acdf01bc1d 100644 --- a/n3fit/src/n3fit/backends/keras_backend/MetaLayer.py +++ b/n3fit/src/n3fit/backends/keras_backend/MetaLayer.py @@ -8,8 +8,8 @@ For instance: np_to_tensor is just a call to K.constant """ -from tensorflow.keras.layers import Layer -from tensorflow.keras.initializers import Constant, RandomUniform, glorot_normal, glorot_uniform +from keras.initializers import Constant, RandomUniform, glorot_normal, glorot_uniform +from keras.layers import Layer # Define in this dictionary new initializers as well as the arguments they accept (with default values if needed be) initializers = { @@ -25,7 +25,7 @@ class MetaLayer(Layer): In order to write a custom Keras layer you usually need to override: - __init__ - - meta_call + - call """ initializers = initializers diff --git a/n3fit/src/n3fit/backends/keras_backend/operations.py b/n3fit/src/n3fit/backends/keras_backend/operations.py index 844274379c..38f5682ca6 100644 --- a/n3fit/src/n3fit/backends/keras_backend/operations.py +++ b/n3fit/src/n3fit/backends/keras_backend/operations.py @@ -228,14 +228,21 @@ def reshape(x, shape): return tf.reshape(x, shape) -def boolean_mask(*args, **kwargs): +@tf.function +def boolean_mask(*args, target_shape=None, **kwargs): """ Applies a boolean mask to a tensor Relevant parameters: (tensor, mask, axis=None) see full `docs `_. + + tensorflow's masking concatenates the masked dimensions, it is possible to + provide a `target_shape` to reshape the output to the desired shape """ - return tf.boolean_mask(*args, **kwargs) + ret = tf.boolean_mask(*args, **kwargs) + if target_shape is not None: + ret = reshape(ret, target_shape) + return ret @tf.function diff --git a/n3fit/src/n3fit/layers/mask.py b/n3fit/src/n3fit/layers/mask.py index 2b0bff6c00..b6731e757a 100644 --- a/n3fit/src/n3fit/layers/mask.py +++ b/n3fit/src/n3fit/layers/mask.py @@ -58,8 +58,7 @@ def call(self, ret): Tensor of shape (batch_size, n_replicas, n_features) """ if self.mask is not None: - flat_res = op.boolean_mask(ret, self.mask, axis=1) - ret = op.reshape(flat_res, shape=self.masked_output_shape) + ret = op.boolean_mask(ret, self.mask, axis=1, target_shape=self.masked_output_shape) if self.c is not None: ret = ret * self.kernel return ret diff --git a/validphys2/src/validphys/calcutils.py b/validphys2/src/validphys/calcutils.py index 48e402f687..8976de7b56 100644 --- a/validphys2/src/validphys/calcutils.py +++ b/validphys2/src/validphys/calcutils.py @@ -4,6 +4,7 @@ Low level utilities to calculate χ² and such. These are used to implement the higher level functions in results.py """ + import logging from typing import Callable @@ -15,7 +16,7 @@ def calc_chi2(sqrtcov, diffs): - """Elementary function to compute the chi², given a Cholesky decomposed + r"""Elementary function to compute the chi², given a Cholesky decomposed lower triangular part and a vector of differences. Parameters diff --git a/validphys2/src/validphys/uploadutils.py b/validphys2/src/validphys/uploadutils.py index bc459c7a17..f61d7d7d0a 100644 --- a/validphys2/src/validphys/uploadutils.py +++ b/validphys2/src/validphys/uploadutils.py @@ -3,6 +3,7 @@ Tools to upload resources to remote servers. """ + import base64 import contextlib from glob import glob @@ -431,7 +432,7 @@ def check_input(path): files = os.listdir(path) # Require that a .info file and replica 0 exist before admitting # the input is a valid LHAPDF set - info_reg, rep0_reg = map(re.compile, ('.+\.info', '.+0000\.dat')) + info_reg, rep0_reg = map(re.compile, (r'.+\.info', r'.+0000\.dat')) if 'meta.yaml' in files: return 'report' From ec43880c26998937b011c51efebb152cfb3f20c5 Mon Sep 17 00:00:00 2001 From: juacrumar Date: Mon, 3 Jun 2024 11:32:35 +0200 Subject: [PATCH 67/70] match name fo tensors with corresponding layers --- n3fit/src/n3fit/hyper_optimization/rewards.py | 2 +- n3fit/src/n3fit/model_gen.py | 20 +++++++++---------- n3fit/src/n3fit/model_trainer.py | 2 +- n3fit/src/n3fit/msr.py | 2 +- n3fit/src/n3fit/tests/test_multireplica.py | 4 ++-- n3fit/src/n3fit/tests/test_preprocessing.py | 2 +- 6 files changed, 16 insertions(+), 16 deletions(-) diff --git a/n3fit/src/n3fit/hyper_optimization/rewards.py b/n3fit/src/n3fit/hyper_optimization/rewards.py index bba8057d89..9d00045225 100644 --- a/n3fit/src/n3fit/hyper_optimization/rewards.py +++ b/n3fit/src/n3fit/hyper_optimization/rewards.py @@ -403,7 +403,7 @@ def _set_central_value(n3pdf, model): # Get the input x for key, grid in model.x_in.items(): - if key != "integration_grid": + if key != "xgrid_integration": input_x = grid.numpy() break diff --git a/n3fit/src/n3fit/model_gen.py b/n3fit/src/n3fit/model_gen.py index f45a0f7205..8cf3ca8bfc 100644 --- a/n3fit/src/n3fit/model_gen.py +++ b/n3fit/src/n3fit/model_gen.py @@ -547,13 +547,13 @@ def pdfNN_layer_generator( # Define the main input do_nothing = lambda x: x if use_feature_scaling: - pdf_input = Input(shape=(None, pdf_input_dimensions), batch_size=1, name='scaledx_x') + pdf_input = Input(shape=(None, pdf_input_dimensions), batch_size=1, name="scaledx_x") process_input = do_nothing - extract_nn_input = Lambda(lambda x: op.op_gather_keep_dims(x, 0, axis=-1), name='x_scaled') - extract_original = Lambda(lambda x: op.op_gather_keep_dims(x, 1, axis=-1), name='x') + extract_nn_input = Lambda(lambda x: op.op_gather_keep_dims(x, 0, axis=-1), name="x_scaled") + extract_original = Lambda(lambda x: op.op_gather_keep_dims(x, 1, axis=-1), name="pdf_input") else: # add log(x) - pdf_input = Input(shape=(None, pdf_input_dimensions), batch_size=1, name='x') - process_input = Lambda(lambda x: op.concatenate([x, op.op_log(x)], axis=-1), name='x_logx') + pdf_input = Input(shape=(None, pdf_input_dimensions), batch_size=1, name="pdf_input") + process_input = Lambda(lambda x: op.concatenate([x, op.op_log(x)], axis=-1), name="x_logx") extract_original = do_nothing extract_nn_input = do_nothing @@ -564,12 +564,12 @@ def pdfNN_layer_generator( if use_feature_scaling: input_x_eq_1 = scaler(input_x_eq_1)[0] # the layer that subtracts 1 from the NN output - subtract_one_layer = Lambda(op.op_subtract, name='subtract_one') - layer_x_eq_1 = op.numpy_to_input(np.array(input_x_eq_1).reshape(1, 1), name='x_eq_1') + subtract_one_layer = Lambda(op.op_subtract, name="subtract_one") + layer_x_eq_1 = op.numpy_to_input(np.array(input_x_eq_1).reshape(1, 1), name="x_eq_1") model_input["layer_x_eq_1"] = layer_x_eq_1 # the layer that multiplies the NN output by the preprocessing factor - apply_preprocessing_factor = Lambda(op.op_multiply, name='prefactor_times_NN') + apply_preprocessing_factor = Lambda(op.op_multiply, name="prefactor_times_NN") # Photon layer layer_photon = AddPhoton(photons=photons, name="add_photon") @@ -587,7 +587,7 @@ def pdfNN_layer_generator( sumrule_layer, integrator_input = generate_msr_model_and_grid( fitbasis=fitbasis, mode=impose_sumrule, scaler=scaler, replica_seeds=seed ) - model_input["integrator_input"] = integrator_input + model_input["xgrid_integration"] = integrator_input else: sumrule_layer = lambda x: x @@ -727,7 +727,7 @@ def generate_nn( Single model containing all replicas. """ nodes_list = list(nodes) # so we can modify it - x_input = Input(shape=(None, nodes_in), batch_size=1, name='xgrids_processed') + x_input = Input(shape=(None, nodes_in), batch_size=1, name="NN_input") reg = regularizer_selector(regularizer, **regularizer_args) if layer_type == "dense_per_flavour": diff --git a/n3fit/src/n3fit/model_trainer.py b/n3fit/src/n3fit/model_trainer.py index df2e0be917..21da5d0d17 100644 --- a/n3fit/src/n3fit/model_trainer.py +++ b/n3fit/src/n3fit/model_trainer.py @@ -352,7 +352,7 @@ def _xgrid_generation(self): if self._scaler: # Apply feature scaling if given input_arr = self._scaler(input_arr) - input_layer = op.numpy_to_input(input_arr) + input_layer = op.numpy_to_input(input_arr, name="pdf_input") # The PDF model will be called with a concatenation of all inputs # now the output needs to be splitted so that each experiment takes its corresponding input diff --git a/n3fit/src/n3fit/msr.py b/n3fit/src/n3fit/msr.py index a9a30190c2..9d36fa589a 100644 --- a/n3fit/src/n3fit/msr.py +++ b/n3fit/src/n3fit/msr.py @@ -68,7 +68,7 @@ def generate_msr_model_and_grid( xgrid_integration = scaler(xgrid_integration) # Turn into input layer. - xgrid_integration = op.numpy_to_input(xgrid_integration, name="integration_grid") + xgrid_integration = op.numpy_to_input(xgrid_integration, name="xgrid_integration") # 1c Get the original grid if scaler: diff --git a/n3fit/src/n3fit/tests/test_multireplica.py b/n3fit/src/n3fit/tests/test_multireplica.py index 61f40716a1..aa1893ff3f 100644 --- a/n3fit/src/n3fit/tests/test_multireplica.py +++ b/n3fit/src/n3fit/tests/test_multireplica.py @@ -23,10 +23,10 @@ def test_replica_split(): eps = 1e-9 pdf_input = np.maximum(rng.random((1, 5, 1)), eps) int_input = np.maximum(rng.random((1, 2_000, 1)), eps) - + fake_input = { 'pdf_input': np.sort(pdf_input, axis=1), - 'integrator_input': np.sort(int_input, axis=1), + 'xgrid_integration': np.sort(int_input, axis=1), } output_full = pdf_model(fake_input) diff --git a/n3fit/src/n3fit/tests/test_preprocessing.py b/n3fit/src/n3fit/tests/test_preprocessing.py index 2ed415df87..4a448172e5 100644 --- a/n3fit/src/n3fit/tests/test_preprocessing.py +++ b/n3fit/src/n3fit/tests/test_preprocessing.py @@ -86,7 +86,7 @@ def test_constraint(): x = Input(shape=test_x.shape[1:]) prefactors = prepro(x) scalar = Lambda(lambda x: op.sum(x, axis=(1, 2, 3)))(prefactors) - model = MetaModel(input_tensors={'x': x}, output_tensors=scalar) + model = MetaModel(input_tensors={'pdf_input': x}, output_tensors=scalar) model.compile(loss='mse', learning_rate=1e-15) # Simulate training where weights of replica 1 are updated to violate the constraint From e5ca1ed8fa080f49e275108afed8e8fbff8e7a0a Mon Sep 17 00:00:00 2001 From: juacrumar Date: Mon, 3 Jun 2024 11:48:59 +0200 Subject: [PATCH 68/70] remove the explicit input_shape arguments --- n3fit/src/n3fit/backends/keras_backend/base_layers.py | 3 --- n3fit/src/n3fit/model_gen.py | 5 +---- n3fit/src/n3fit/msr.py | 2 +- 3 files changed, 2 insertions(+), 8 deletions(-) diff --git a/n3fit/src/n3fit/backends/keras_backend/base_layers.py b/n3fit/src/n3fit/backends/keras_backend/base_layers.py index a68f058c5a..d27d08223e 100644 --- a/n3fit/src/n3fit/backends/keras_backend/base_layers.py +++ b/n3fit/src/n3fit/backends/keras_backend/base_layers.py @@ -135,7 +135,6 @@ def apply_dense(xinput): "dense": ( MultiDense, { - "input_shape": (1,), "replica_seeds": None, "base_seed": 0, "kernel_initializer": "glorot_normal", @@ -148,7 +147,6 @@ def apply_dense(xinput): "single_dense": ( Dense, { - "input_shape": (1,), "kernel_initializer": "glorot_normal", "units": 5, "activation": "sigmoid", @@ -158,7 +156,6 @@ def apply_dense(xinput): "dense_per_flavour": ( dense_per_flavour, { - "input_shape": (1,), "kernel_initializer": "glorot_normal", "units": 5, "activation": "sigmoid", diff --git a/n3fit/src/n3fit/model_gen.py b/n3fit/src/n3fit/model_gen.py index 8cf3ca8bfc..fa2b37badd 100644 --- a/n3fit/src/n3fit/model_gen.py +++ b/n3fit/src/n3fit/model_gen.py @@ -580,7 +580,7 @@ def pdfNN_layer_generator( ) # Evolution layer - layer_evln = FkRotation(input_shape=(last_layer_nodes,), output_dim=out, name="pdf_FK_basis") + layer_evln = FkRotation(output_dim=out, name="pdf_FK_basis") # Normalization and sum rules if impose_sumrule: @@ -593,7 +593,6 @@ def pdfNN_layer_generator( compute_preprocessing_factor = Preprocessing( flav_info=flav_info, - input_shape=(1,), name=PREPROCESSING_LAYER_ALL_REPLICAS, replica_seeds=seed, large_x=not subtract_one, @@ -753,7 +752,6 @@ def layer_generator(i_layer, nodes_out, activation): kernel_initializer=initializers, units=int(nodes_out), activation=activation, - input_shape=(nodes_in,), basis_size=basis_size, ) layers.append(layer) @@ -775,7 +773,6 @@ def layer_generator(i_layer, nodes_out, activation): ), units=nodes_out, activation=activation, - input_shape=(nodes_in,), regularizer=reg, ) diff --git a/n3fit/src/n3fit/msr.py b/n3fit/src/n3fit/msr.py index 9d36fa589a..a66e03a3fe 100644 --- a/n3fit/src/n3fit/msr.py +++ b/n3fit/src/n3fit/msr.py @@ -88,7 +88,7 @@ def generate_msr_model_and_grid( )([x_divided, pdf_xgrid_integration]) # 4. Integrate the pdf - pdf_integrated = xIntegrator(weights_array, input_shape=(nx,))(pdf_integrand) + pdf_integrated = xIntegrator(weights_array)(pdf_integrand) # 5. THe input for the photon integral, will be set to 0 if no photons photon_integral = Input(shape=(replicas, 1), batch_size=1, name='photon_integral') From b9aadbb4022d4d13ca81985837fcb2db2826f212 Mon Sep 17 00:00:00 2001 From: RoyStegeman Date: Tue, 18 Jun 2024 14:25:16 +0100 Subject: [PATCH 69/70] rever import keras to from tensorflow import keras --- .../n3fit/backends/keras_backend/MetaLayer.py | 4 ++-- .../n3fit/backends/keras_backend/MetaModel.py | 4 ++-- .../n3fit/backends/keras_backend/base_layers.py | 4 ++-- .../n3fit/backends/keras_backend/multi_dense.py | 10 +++++----- .../n3fit/backends/keras_backend/operations.py | 2 +- n3fit/src/n3fit/hyper_optimization/rewards.py | 8 ++++---- n3fit/src/n3fit/layers/mask.py | 2 +- n3fit/src/n3fit/model_gen.py | 16 ++++++++-------- validphys2/src/validphys/uploadutils.py | 4 ++-- 9 files changed, 27 insertions(+), 27 deletions(-) diff --git a/n3fit/src/n3fit/backends/keras_backend/MetaLayer.py b/n3fit/src/n3fit/backends/keras_backend/MetaLayer.py index acdf01bc1d..ed083983ff 100644 --- a/n3fit/src/n3fit/backends/keras_backend/MetaLayer.py +++ b/n3fit/src/n3fit/backends/keras_backend/MetaLayer.py @@ -8,8 +8,8 @@ For instance: np_to_tensor is just a call to K.constant """ -from keras.initializers import Constant, RandomUniform, glorot_normal, glorot_uniform -from keras.layers import Layer +from tensorflow.keras.initializers import Constant, RandomUniform, glorot_normal, glorot_uniform +from tensorflow.keras.layers import Layer # Define in this dictionary new initializers as well as the arguments they accept (with default values if needed be) initializers = { diff --git a/n3fit/src/n3fit/backends/keras_backend/MetaModel.py b/n3fit/src/n3fit/backends/keras_backend/MetaModel.py index 21c858a181..7ea2d5b9b1 100644 --- a/n3fit/src/n3fit/backends/keras_backend/MetaModel.py +++ b/n3fit/src/n3fit/backends/keras_backend/MetaModel.py @@ -8,10 +8,10 @@ from pathlib import Path import re -from keras import optimizers as Kopt -from keras.models import Model import numpy as np import tensorflow as tf +from tensorflow.keras import optimizers as Kopt +from tensorflow.keras.models import Model from tensorflow.python.keras.utils import tf_utils # pylint: disable=no-name-in-module import n3fit.backends.keras_backend.operations as op diff --git a/n3fit/src/n3fit/backends/keras_backend/base_layers.py b/n3fit/src/n3fit/backends/keras_backend/base_layers.py index d27d08223e..e6afc6c5c6 100644 --- a/n3fit/src/n3fit/backends/keras_backend/base_layers.py +++ b/n3fit/src/n3fit/backends/keras_backend/base_layers.py @@ -191,7 +191,7 @@ def base_layer_selector(layer_name, **kwargs): layer_tuple = layers[layer_name] except KeyError as e: raise NotImplementedError( - "Layer not implemented in keras_backend/base_layers.py: {0}".format(layer_name) + f"Layer not implemented in keras_backend/base_layers.py: {layer_name}" ) from e layer_class = layer_tuple[0] @@ -231,7 +231,7 @@ def regularizer_selector(reg_name, **kwargs): reg_tuple = regularizers[reg_name] except KeyError: raise NotImplementedError( - "Regularizer not implemented in keras_backend/base_layers.py: {0}".format(reg_name) + f"Regularizer not implemented in keras_backend/base_layers.py: {reg_name}" ) reg_class = reg_tuple[0] diff --git a/n3fit/src/n3fit/backends/keras_backend/multi_dense.py b/n3fit/src/n3fit/backends/keras_backend/multi_dense.py index 6d789de90e..192b6821f9 100644 --- a/n3fit/src/n3fit/backends/keras_backend/multi_dense.py +++ b/n3fit/src/n3fit/backends/keras_backend/multi_dense.py @@ -4,11 +4,11 @@ Dense layer from Keras even in the single replica case. """ # Tested last: Feb 2024 -from typing import List +pass -from keras.initializers import Initializer -from keras.layers import Dense import tensorflow as tf +from tensorflow.keras.initializers import Initializer +from tensorflow.keras.layers import Dense # Note for developers: # This class plays with fire as it exploits the internals of Keras @@ -51,7 +51,7 @@ class MultiDense(Dense): def __init__( self, - replica_seeds: List[int], + replica_seeds: list[int], kernel_initializer: Initializer, is_first_layer: bool = False, base_seed: int = 0, @@ -176,7 +176,7 @@ class MultiInitializer(Initializer): Base seed for the single replica initializer to which the replica seeds are added. """ - def __init__(self, single_initializer: Initializer, replica_seeds: List[int], base_seed: int): + def __init__(self, single_initializer: Initializer, replica_seeds: list[int], base_seed: int): self.initializer_class = type(single_initializer) self.initializer_config = single_initializer.get_config() self.base_seed = base_seed diff --git a/n3fit/src/n3fit/backends/keras_backend/operations.py b/n3fit/src/n3fit/backends/keras_backend/operations.py index 38f5682ca6..b6ad0e010e 100644 --- a/n3fit/src/n3fit/backends/keras_backend/operations.py +++ b/n3fit/src/n3fit/backends/keras_backend/operations.py @@ -25,10 +25,10 @@ from typing import Optional -import keras import numpy as np import numpy.typing as npt import tensorflow as tf +from tensorflow import keras from tensorflow.keras import backend as K from tensorflow.keras.layers import Input from tensorflow.keras.layers import Lambda as keras_Lambda diff --git a/n3fit/src/n3fit/hyper_optimization/rewards.py b/n3fit/src/n3fit/hyper_optimization/rewards.py index 9d00045225..9f48208599 100644 --- a/n3fit/src/n3fit/hyper_optimization/rewards.py +++ b/n3fit/src/n3fit/hyper_optimization/rewards.py @@ -32,7 +32,7 @@ """ import logging -from typing import Callable, Dict, List +from typing import Callable import numpy as np @@ -194,10 +194,10 @@ def __init__( def compute_loss( self, - penalties: Dict[str, np.ndarray], + penalties: dict[str, np.ndarray], experimental_loss: np.ndarray, pdf_model: MetaModel, - experimental_data: List[DataGroupSpec], + experimental_data: list[DataGroupSpec], fold_idx: int = 0, ) -> float: """ @@ -271,7 +271,7 @@ def _save_hyperopt_metrics( self, phi_per_fold: float, chi2_per_fold: np.ndarray, - penalties: Dict[str, np.ndarray], + penalties: dict[str, np.ndarray], fold_idx: int = 0, ) -> None: """ diff --git a/n3fit/src/n3fit/layers/mask.py b/n3fit/src/n3fit/layers/mask.py index b6731e757a..3ed007a18f 100644 --- a/n3fit/src/n3fit/layers/mask.py +++ b/n3fit/src/n3fit/layers/mask.py @@ -43,7 +43,7 @@ def build(self, input_shape): self.masked_output_shape = [-1 if d is None else d for d in input_shape] self.masked_output_shape[-1] = self.last_dim self.masked_output_shape[-2] = self.mask.shape[-2] - super(Mask, self).build(input_shape) + super().build(input_shape) def call(self, ret): """ diff --git a/n3fit/src/n3fit/model_gen.py b/n3fit/src/n3fit/model_gen.py index fa2b37badd..e5a2cf55ba 100644 --- a/n3fit/src/n3fit/model_gen.py +++ b/n3fit/src/n3fit/model_gen.py @@ -11,7 +11,7 @@ """ from dataclasses import dataclass -from typing import Callable, List +from typing import Callable import numpy as np @@ -320,8 +320,8 @@ def observable_generator( def generate_pdf_model( - nodes: List[int] = None, - activations: List[str] = None, + nodes: list[int] = None, + activations: list[str] = None, initializer_name: str = "glorot_normal", layer_type: str = "dense", flav_info: dict = None, @@ -383,8 +383,8 @@ def generate_pdf_model( def pdfNN_layer_generator( - nodes: List[int] = None, - activations: List[str] = None, + nodes: list[int] = None, + activations: list[str] = None, initializer_name: str = "glorot_normal", layer_type: str = "dense", flav_info: dict = None, @@ -684,10 +684,10 @@ def compute_unnormalized_pdf(x): def generate_nn( layer_type: str, nodes_in: int, - nodes: List[int], - activations: List[str], + nodes: list[int], + activations: list[str], initializer_name: str, - replica_seeds: List[int], + replica_seeds: list[int], dropout: float, regularizer: str, regularizer_args: dict, diff --git a/validphys2/src/validphys/uploadutils.py b/validphys2/src/validphys/uploadutils.py index f61d7d7d0a..2420845282 100644 --- a/validphys2/src/validphys/uploadutils.py +++ b/validphys2/src/validphys/uploadutils.py @@ -92,7 +92,7 @@ def check_auth(self): % str_line ) from e except OSError as e: - raise BadSSH("Could not run the command\n%s\n: %s" % (str_line, e)) from e + raise BadSSH(f"Could not run the command\n{str_line}\n: {e}") from e log.info("Connection seems OK.") @@ -300,7 +300,7 @@ def check_fit_md5(self, output_path): """ md5_path = output_path / "md5" try: - with open(md5_path, "r") as f: + with open(md5_path) as f: saved_md5 = f.read() except FileNotFoundError as e: log.error( From b2b36b4e4e9e90d1ded84b0c1a88f501c0b8b6b6 Mon Sep 17 00:00:00 2001 From: RoyStegeman Date: Tue, 18 Jun 2024 14:26:37 +0100 Subject: [PATCH 70/70] remove unnecessary pass statement --- n3fit/src/n3fit/backends/keras_backend/multi_dense.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/n3fit/src/n3fit/backends/keras_backend/multi_dense.py b/n3fit/src/n3fit/backends/keras_backend/multi_dense.py index 192b6821f9..07b045fb45 100644 --- a/n3fit/src/n3fit/backends/keras_backend/multi_dense.py +++ b/n3fit/src/n3fit/backends/keras_backend/multi_dense.py @@ -4,8 +4,6 @@ Dense layer from Keras even in the single replica case. """ # Tested last: Feb 2024 -pass - import tensorflow as tf from tensorflow.keras.initializers import Initializer from tensorflow.keras.layers import Dense