Update classification sklearn export

classification/ml_classifier/metadata.json

@@ -3166,5 +3166,16 @@
     "context_embed_1534",
     "context_embed_1535",
     "context_embed_1536"
-  ]
-}
+  ],
+  "runtime_overrides": {
+    "cli_paths_take_precedence": true,
+    "note": "Stored training, test, and output paths are historical metadata from the original training run. Classification inference uses the CLI paths passed to src/classification/inference.py."
+  },
+  "serialization": {
+    "scikit_learn_version": "1.8.0",
+    "joblib_version": "1.5.3",
+    "reexported_from": "data/models/classification/ml_classifier",
+    "reexported_at_utc": "2026-06-18T14:11:10.090838+00:00",
+    "warning": "This artifact was loaded from the original joblib bundle and re-saved with the currently installed scikit-learn/joblib versions. Validate predictions against the original bundle before replacing released artifacts."
+  }
+}

classification/ml_classifier/model.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0473c2b4aa2020e53d816bf9a75020baecab84f96eb8ef48a2222030fc89f93a
-size 540652
+oid sha256:3ec67643970a84b6816e94f1a2dd38f81b1f166e2e61f0461a54873b20a28f7f
+size 540716