Round UUID: e3c62693-cd22-4c45-bd39-5c4cbd6b1d53
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 * Strong preservation of APPROVAL potential - If 10 < TimelineDeviation ≤ 12: * Add 2 points to APPROVAL score * Robust compensatory mechanisms Negative ParadoxCount Special Handling: - Negative ParadoxCount Severity Scale: * If -0.5 ≤ ParadoxCount < 0: - Minimal DENIAL penalty (1-1.5 points) - Preserve APPROVAL potential if TimelineDeviation > 8 * If -1 ≤ ParadoxCount < -0.5: - Moderate DENIAL penalty (1.5-2 points) - Careful assessment of TimelineDeviation context * If -2 ≤ ParadoxCount < -1: - Significant DENIAL penalty (2-2.5 points) - Strongly reduce APPROVAL potential * If ParadoxCount < -2: - Maximum DENIAL penalty (2.5-3 points) - Effectively block APPROVAL Critical Low ParadoxCount Interaction Rules: - If 7 < TimelineDeviation ≤ 9 AND ParadoxCount < 0: * Introduce compensatory scoring mechanism * Partial APPROVAL potential preservation based on: - Absolute value of ParadoxCount - Precise TimelineDeviation magnitude * Reduce standard DENIAL penalty by 0.5-1 point ParadoxCount Secondary 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 0.75-1 point to DENIAL score - If 0 < ParadoxCount ≤ 1: Add 1.25-1.75 points to DENIAL score Metric Interaction Mechanisms: - Calculate balanced ratio between TimelineDeviation and ParadoxCount - Penalty for extreme metric imbalances - Progressive scoring to reduce decision cliff effects Final Classification: - If APPROVAL score ≥ 4: Classify as APPROVED - If DENIAL score ≥ 4: Classify as DENIED - Borderline Zone (3-4 scores): * Weighted interpolation * Favor more conservative outcome * Prioritize balanced metric interactions - Exact tie or within 0.5 points: Require additional review Tiebreaker Criteria: - Strongly penalize extreme negative metric combinations - Use nuanced, progressive scoring - Default to DENIAL in truly ambiguous scenarios