Fix issue template: replace radio with dropdown input type

GitHub Issue forms don't support radio input type. Replace with dropdown
and update audit script to extract ratings from template body field.

Fixes template validation error and ensures ratings are properly parsed.

Author: stephen-rowan

.github/ISSUE_TEMPLATE/analysis_review.yml

@@ -19,18 +19,15 @@ body:
     validations:
       required: true
 
-  - type: radio
+  - type: dropdown
     id: rating
     attributes:
       label: Rating
       description: How would you rate the accuracy of this analysis?
       options:
-        - label: Correct
-          value: correct
-        - label: Needs Review
-          value: needs-review
-        - label: Incorrect
-          value: incorrect
+        - Correct
+        - Needs Review
+        - Incorrect
     validations:
       required: true
 

Scripts/audit_reviews.py

@@ -81,6 +81,37 @@ def extract_rating_from_labels(labels: List[Any]) -> Optional[str]:
     return None
 
 
+def extract_rating_from_body(body: str) -> Optional[str]:
+    """Extract rating from issue body (template dropdown field)."""
+    if not body:
+        return None
+    
+    # Try to find rating from template field (dropdown)
+    rating_match = re.search(r'###\s*Rating\s*\n\s*([^\n]+)', body, re.IGNORECASE)
+    if rating_match:
+        rating = rating_match.group(1).strip()
+        return normalize_rating(rating)
+    
+    return None
+
+
+def normalize_rating(rating: str) -> str:
+    """Normalize rating value to standard format."""
+    if not rating:
+        return "needs-review"
+    
+    rating_lower = rating.lower().strip()
+    # Handle dropdown format values (with spaces, title case)
+    if "correct" in rating_lower:
+        return "correct"
+    elif "incorrect" in rating_lower:
+        return "incorrect"
+    elif "needs review" in rating_lower or "needs-review" in rating_lower or "needs_review" in rating_lower:
+        return "needs-review"
+    else:
+        return "needs-review"  # Default
+
+
 def extract_comment_from_body(body: str) -> str:
     """Extract comment text from issue body."""
     if not body:
@@ -162,9 +193,12 @@ def main() -> None:
             # Skip issues without a valid method
             continue
 
-        rating = extract_rating_from_labels(list(issue.labels))
+        # Try to extract rating from body first (template field), then from labels
+        rating = extract_rating_from_body(issue.body or "")
+        if not rating:
+            rating = extract_rating_from_labels(list(issue.labels))
         if not rating:
-            rating = "needs-review"  # Default if no rating label
+            rating = "needs-review"  # Default if no rating found
 
         comment = extract_comment_from_body(issue.body or "")