Update scoring/specificity.py

scoring/specificity.py

@@ -93,6 +93,8 @@ def predict_batch(items: ProblematicList):
     
     try:
         results = []
+        if not items.problematics:
+            return []
         
         # Batch processing
         batch_size = 8
@@ -119,7 +121,11 @@ def predict_batch(items: ProblematicList):
                     )
                 )
         
-        return results
+    return results
     
+    except AttributeError as ae:
+        print(f"AttributeError during prediction in predict_batch (likely wrong input type): {str(ae)}")
+        return []
     except Exception as e:
-        print(f"Error during prediction: {str(e)}")
+        print(f"Generic error during prediction in predict_batch: {str(e)}")
+        return []