Scoring & Analytics
Recommendation Logic
How Advance, Hold, and Decline recommendations are determined.
Current Logic
The recommendation is determined by the weighted score against two configurable thresholds:
| Condition | Result |
|---|---|
weighted_score >= advance_threshold | Advance |
weighted_score >= hold_threshold | Hold |
weighted_score < hold_threshold | Decline |
Default Thresholds
- Advance threshold: 3.5 (configurable via scorer rubric)
- Hold threshold: 2.5 (configurable via scorer rubric)
Adjusting Thresholds
Edit via /admin/rubrics → Advance Threshold and Hold Threshold fields (number steppers).
Considerations:
- Higher advance threshold = fewer candidates recommended → more selective
- Lower advance threshold = more candidates recommended → less selective
- The gap between hold and advance defines the "Hold" zone
- Setting advance = hold eliminates the Hold category entirely
Red Flag Override
If the scorer flags a response for review (adverse impact guidance, coached response), the recommendation field may be set to "REVIEW" regardless of score. This is determined by the adverse_impact_guidance and coached_response_flag rubric fields.