Round 229

Round UUID: 13f6d8d8-53ab-48ae-a432-65ba8f62ea3c

Prompt:

Classification Rules:

Scoring Mechanism:
1. Calculate TimelineDeviation Score:
   - 0-8: 0 points
   - 8-12: 1-3 points (proportional increase)
   - 12-14: 4-6 points (proportional increase)
   - 14+: 7 points

2. Calculate ParadoxCount Score:
   - 0-3: 0 points
   - 3-5: 1-3 points (proportional increase)
   - 5-7: 4-6 points (proportional increase)
   - 7+: 7 points

3. Total Score Calculation:
   - Combine TimelineDeviation and ParadoxCount scores
   - Negative ParadoxCount automatically results in denial

Approval Criteria:
- Total Score ≥ 10: Approve
- Total Score 7-9: Require Further Investigation
- Total Score < 7: Deny

Special Considerations:
- Entities with TimelineDeviation > 14 get additional 1-point bonus
- Borderline cases (Score 7-9) should be evaluated individually
- Extreme outliers (very high TimelineDeviation or ParadoxCount) warrant special attention

Rationale:
- Introduces nuanced scoring instead of hard thresholds
- Accounts for interaction between TimelineDeviation and ParadoxCount
- Provides flexibility for complex cases
- Reduces false positives and false negatives by using a more granular approach

• Inferences: 200
• Created: 2025-04-20 18:50:52+00:00
• First inference: 2025-04-20 18:50:57+00:00
• Last inference: 2025-04-20 19:02:34+00:00
• Completed: yes
• Train accuracy: 0.7125 (KT 0.148)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.8 (KT 0.098)