Round UUID: 20de42ee-5124-4ab4-94d2-90edaee90d9b
Prompt:
To enhance the approval and denial accuracy based on entity characteristics, please adhere to the following distinct and clear rules: 1. If `TimelineDeviation` > 16: - Predict 'Denied' if `ParadoxCount` < 10.0. - Predict 'Approved' if `ParadoxCount >= 11.0` with strong evidence. - For `10.0 <= ParadoxCount < 11.0`, require 'Require Further Review' with robust documentation. 2. If `14 < TimelineDeviation <= 16`: - Predict 'Denied' if `ParadoxCount` < 9.0. - Predict 'Approved' for `ParadoxCount >= 10.5` with strong justification; require review for `9.0 <= ParadoxCount < 10.5` with clear documentation. 3. If `12 < TimelineDeviation <= 14`: - Predict 'Denied' for `ParadoxCount < 8.0`. - Predict 'Approved' if `ParadoxCount >= 9.5` with strong evidence; for `8.0 <= ParadoxCount < 9.5`, require a comprehensive review with detailed documentation. 4. If `10 < TimelineDeviation <= 12`: - Predict 'Denied' if `ParadoxCount < 6.5` (no exceptions). - Predict 'Approved' if `ParadoxCount >= 8.5` with rigorous reasoning; for `6.5 <= ParadoxCount < 8.5`, a review with comprehensive documentation is necessary. 5. If `8 < TimelineDeviation <= 10`: - Predict 'Denied' if `ParadoxCount < 5.5`. - Predict 'Approved' if `ParadoxCount >= 7.5` with strong evidence; for `5.5 <= ParadoxCount < 7.5`, a detailed review is necessary. 6. If `TimelineDeviation <= 8`: - Predict 'Denied' if `ParadoxCount < 4.0`. - Predict 'Approved' if `ParadoxCount > 6.0` with thorough documentation. - For `4.0 <= ParadoxCount <= 6.0`, substantial evidence must accompany the review. 7. Always predict 'Denied' when adequate documentation is lacking to support approval under these established rules. 8. For cases where `TimelineDeviation` = 12.0 and `ParadoxCount` in `[8.0, 9.5)`, predict 'Require Further Review'. 9. For instances of `11.0 <= TimelineDeviation < 12.0` with `ParadoxCount` in `[5.5, 7.5)`, predict 'Require Further Review'. 10. All predictions must have substantial justification; any approvals must strictly align with the established criteria.