Remove parameters to ee.Authenticate() to get the default Colab authentication experience (#2033)

* Remove parameters to ee.Authenticate to get default Colab experience

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: Sufyan Abbasi <sufy@google.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

Author: sufyanAbbasi

geemap/common.py

@@ -74,7 +74,6 @@ def ee_initialize(
         if in_colab_shell():
             from google.colab import userdata
 
-            auth_args["auth_mode"] = "colab"
             if project is None:
                 try:
                     project = userdata.get("EE_PROJECT_ID")
@@ -83,7 +82,9 @@ def ee_initialize(
                     raise Exception(
                         "Please set a secret named 'EE_PROJECT_ID' in Colab or provide a project ID."
                     )
-            ee.Authenticate(**auth_args)
+            # Authentication will automatically detect the Colab environment,
+            # no additional params needed.
+            ee.Authenticate()
             ee.Initialize(**kwargs)
             return
         else: