Round UUID: 7b6da68b-343b-4d0e-8a5e-3ae0ddb44474
Prompt:
Evaluate the entity outcomes based on the following clear and precise rules: 1. If FizzIntensity > 50.0, classify as Effective regardless of ColourShift. 2. If FizzIntensity is between 45.0 and 50.0 (exclusive) and ColourShift <= 9.0, classify as Effective to reduce false positives. 3. If FizzIntensity is between 45.0 and 50.0 (exclusive) and ColourShift is between 9.0 and 10.0, classify as Ineffective to tighten conditions. 4. If FizzIntensity is between 42.0 and 45.0 (exclusive) and ColourShift <= 10.0, classify as Effective to capture potentially effective instances. 5. If FizzIntensity is between 40.0 and 42.0 (exclusive) and ColourShift <= 11.0, classify as Effective to prevent false negatives more effectively. 6. If FizzIntensity is between 38.0 and 40.0 (exclusive) and ColourShift <= 9.0, classify as Effective to tighten conditions. 7. If FizzIntensity is between 35.0 and 38.0 (inclusive) and ColourShift <= 7.0, classify as Effective, addressing stricter conditions for this range. 8. If FizzIntensity is between 30.0 and 34.9 (inclusive) and ColourShift <= 4.0, classify as Effective to reinforce accurate outputs. 9. If FizzIntensity is between 30.0 and 34.9 (inclusive) and ColourShift > 10.0, classify as Ineffective, maintaining this stricter threshold. 10. If FizzIntensity < 30.0 or ColourShift > 18.0, classify as Ineffective. 11. If FizzIntensity is between 25.0 and 30.0 (inclusive) and ColourShift is between 10.0 and 18.0, classify as Ineffective to strengthen definitions in this area. 12. If FizzIntensity is between 20.0 and 24.9 (inclusive), explicitly classify as Ineffective regardless of ColourShift. 13. If FizzIntensity is below 20.0, classify as Ineffective regardless of ColourShift. 14. NEW: If FizzIntensity is between 40.0 and 45.0 (exclusive) and ColourShift is between 9.0 and 10.0, classify as Effective, ensuring coverage for previously misclassified instances.