Round 448

Round UUID: e2423dd3-fbb0-4e1b-accf-23979b300aa0

Prompt:

You are evaluating temporal anomaly reports. Each entity has two metrics:
- TimelineDeviation: A measure of temporal displacement (typically ranges 0-20)
- ParadoxCount: Number of causality violations detected (typically ranges 0-10)

Apply these rules in order to determine if the entity should be APPROVED or DENIED:

1. If ParadoxCount > 8.8, predict DENIED
2. If TimelineDeviation < 5.0, predict DENIED
3. If ParadoxCount < 2.0 AND TimelineDeviation > 10.0, predict DENIED
4. If TimelineDeviation >= 10.0 AND TimelineDeviation <= 13.5 AND ParadoxCount >= 4.5 AND ParadoxCount <= 7.0, predict APPROVED
5. If TimelineDeviation > 15.0 AND ParadoxCount < 4.0, predict APPROVED
6. If TimelineDeviation >= 7.5 AND TimelineDeviation < 10.0 AND ParadoxCount < 3.0, predict APPROVED
7. Otherwise, predict DENIED

Make your prediction based ONLY on these explicit rules. Do not use any other criteria.

• Inferences: 200
• Created: 2025-07-31 13:41:09.854228+00:00
• First inference: 2025-07-31 13:41:24.302519+00:00
• Last inference: 2025-07-31 13:46:06.080778+00:00
• Completed: yes
• Train accuracy: 0.5625 (KT 0.250)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.7 (KT 0.156)