diff --git a/.github/workflows/build-test.yml b/.github/workflows/build-test.yml
index 8bc21b89..86aa2aaf 100644
--- a/.github/workflows/build-test.yml
+++ b/.github/workflows/build-test.yml
@@ -90,7 +90,7 @@ jobs:
           python -m pytest -s -v -m "inference" skops/
 
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v3
         with:
           env_vars: OS,PYTHON
           fail_ci_if_error: true
@@ -101,4 +101,4 @@ jobs:
           # the coverage is uploaded with or without a token. This only helps with some
           # codecov errors. It's a recommended action from here:
           # https://github.com/codecov/codecov-action/issues/837#issuecomment-1453877750
-          token: 79395387-e193-4b18-b2ee-74a3b8dce269
+          token: 2b8d4d69-6de6-4e1d-840a-5ccf9d849565
diff --git a/skops/card/_model_card.py b/skops/card/_model_card.py
index 02cd8000..0f7ffaf4 100644
--- a/skops/card/_model_card.py
+++ b/skops/card/_model_card.py
@@ -21,6 +21,7 @@
 
 from skops.card._templates import CONTENT_PLACEHOLDER, SKOPS_TEMPLATE, Templates
 from skops.io import load
+from skops.utils._fixes import boxplot
 from skops.utils.importutils import import_or_raise
 
 if sys.version_info >= (3, 11):
@@ -28,13 +29,11 @@
 else:
     from typing_extensions import Self
 
-
 # Repr attributes can be used to control the behavior of repr
 aRepr = Repr()
 aRepr.maxother = 79
 aRepr.maxstring = 79
 
-
 VALID_TEMPLATES = {item.value for item in Templates}
 NEED_SECTION_ERR_MSG = (
     "You are trying to {action} but you're using a custom template, please pass the "
@@ -1225,9 +1224,10 @@ def add_permutation_importances(
             )
         sorted_importances_idx = permutation_importances.importances_mean.argsort()
         _, ax = plt.subplots()
-        ax.boxplot(
+        boxplot(
+            ax,
             x=permutation_importances.importances[sorted_importances_idx].T,
-            labels=columns[sorted_importances_idx],
+            tick_labels=columns[sorted_importances_idx],
             vert=False,
         )
         ax.set_title(plot_name)
diff --git a/skops/hub_utils/tests/common.py b/skops/hub_utils/tests/common.py
index 4903c6bf..f06f3b6a 100644
--- a/skops/hub_utils/tests/common.py
+++ b/skops/hub_utils/tests/common.py
@@ -1,2 +1,2 @@
 # This is the token for the skops user on the hub, used for the CI.
-HF_HUB_TOKEN = "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"
+HF_HUB_TOKEN = "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"
diff --git a/skops/utils/_fixes.py b/skops/utils/_fixes.py
new file mode 100644
index 00000000..212cb08f
--- /dev/null
+++ b/skops/utils/_fixes.py
@@ -0,0 +1,8 @@
+def boxplot(ax, *, tick_labels, **kwargs):
+    """A function to handle labels->tick_labels deprecation.
+    labels is deprecated in 3.9 and removed in 3.11.
+    """
+    try:
+        return ax.boxplot(tick_labels=tick_labels, **kwargs)
+    except TypeError:
+        return ax.boxplot(labels=tick_labels, **kwargs)