diff --git a/tests/glm/test_golden_master.py b/tests/glm/test_golden_master.py
index d58a45f6..4f70c6a7 100644
--- a/tests/glm/test_golden_master.py
+++ b/tests/glm/test_golden_master.py
@@ -101,8 +101,8 @@ def expected_all():
 
 gm_model_parameters = {
     # TODO add an unregularized case
-    "regularization": {"alpha": 1.0},  # regularization with alpha = 1
-    "half-regularization": {"alpha": 0.5},  # regularization with alpha = 0
+    "regularization": {"alpha": 1.0},  # default prior to v3
+    "half-regularization": {"alpha": 0.5},  # regularization with alpha = 0.5
     "elastic-net": {"l1_ratio": 0.5, "alpha": 1.0},  # elastic-net
     "lasso": {"l1_ratio": 1, "alpha": 1.0},  # lasso
     "variable_p1": {