Round 5

Round UUID: 1a876f0a-9c3b-4a7b-bf6f-880ad8aeae2b

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 8 < TimelineDeviation ≤ 10: Add 1.5 points to APPROVAL score
- If 7 < TimelineDeviation ≤ 8: Add 1 point to APPROVAL score
- If 5 ≤ TimelineDeviation ≤ 7: Add 1-1.5 points to DENIAL score (interpolated)
- If TimelineDeviation < 5: Add 2-3 points to DENIAL score (interpolated)

Metric 2: ParadoxCount Scoring
- If ParadoxCount > 6: Add 3 points to APPROVAL score
- If 4 < ParadoxCount ≤ 6: Add 2.5 points to APPROVAL score
- If 3 < ParadoxCount ≤ 4: Add 2 points to APPROVAL score
- If 2 < ParadoxCount ≤ 3: Add 1.5 points to APPROVAL score
- If 1 < ParadoxCount ≤ 2: Add 1 point to DENIAL score
- If ParadoxCount ≤ 1: Add 2-3 points to DENIAL score (interpolated)

Interaction and Compensation Rules:
- If TimelineDeviation > 10 AND ParadoxCount < 3: 
  Add 0.5 bonus points to APPROVAL score
- If TimelineDeviation < 7 AND ParadoxCount > 5: 
  Add 0.5 bonus points to DENIAL score
- Introduce a compensatory mechanism: 
  If metrics are divergent (one high, one low), apply a sliding penalty/bonus
  - Penalty/bonus ranges from 0.25 to 1 point based on degree of divergence

Final Classification:
- If APPROVAL score ≥ 4: Classify as APPROVED
- If DENIAL score ≥ 4: Classify as DENIED
- If APPROVAL score between 3.5-4 AND DENIAL score between 3.5-4: 
  - Use weighted interpolation based on precise metric values
  - Slight lean towards APPROVED if TimelineDeviation > 10
  - Slight lean towards DENIED if TimelineDeviation < 7
- If scores are exactly tied or within 0.5 points: Require additional review

Tiebreaker Criteria:
- Prioritize interpolated scoring to reduce binary cliff effects
- Consider granular metric interactions more comprehensively