Round 4

Round UUID: 4d376ae3-b0ee-4842-b49e-7a988ffef004

Prompt:

Classification Decision Rules:

Metric 1: TimelineDeviation Scoring
- If TimelineDeviation > 15: Add 3 points to APPROVAL score
- If 12 < TimelineDeviation ≤ 15: Add 2.5 points to APPROVAL score
- If 10 < TimelineDeviation ≤ 12: Add 2 points to APPROVAL score
- If 7 < TimelineDeviation ≤ 10: Add 1 point to APPROVAL score
- If TimelineDeviation ≤ 7: Add 1-3 points to DENIAL score based on proximity to 0

Metric 2: ParadoxCount Scoring
- If ParadoxCount > 6: Add 3 points to APPROVAL score
- If 4 < ParadoxCount ≤ 6: Add 2 points to APPROVAL score
- If 2 < ParadoxCount ≤ 4: Add 1 point to APPROVAL score
- If ParadoxCount ≤ 2: Add 1-3 points to DENIAL score based on proximity to 0

Interaction Penalty/Bonus Rules:
- If TimelineDeviation > 12 AND ParadoxCount < 3: 
  Reduce APPROVAL score by 1.5 points
- If TimelineDeviation < 8 AND ParadoxCount > 5: 
  Reduce DENIAL score by 1.5 points

Compensatory Scoring:
- Calculate a compensation factor by comparing TimelineDeviation and ParadoxCount
- If the metrics are misaligned (one high, one low), apply a 0.5-point penalty to the more extreme score

Final Classification:
- If APPROVAL score ≥ 4: Classify as APPROVED
- If DENIAL score ≥ 4: Classify as DENIED
- If APPROVAL score between 3-4 AND DENIAL score between 3-4: 
  - If TimelineDeviation > 10 OR ParadoxCount > 4: Lean APPROVED
  - If TimelineDeviation < 8 AND ParadoxCount < 3: Lean DENIED
- If scores are exactly tied: Require additional review

• Inferences: 200
• Created: 2025-04-21 01:42:54+00:00
• First inference: 2025-04-21 01:43:00+00:00
• Last inference: 2025-04-21 01:58:12+00:00
• Completed: yes
• Train accuracy: 0.75 (KT 0.126)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.65 (KT 0.188)