Round UUID: e8515955-7d36-42c0-a4ba-3e3ced824c50
Prompt:
Predict whether a coral reef is "Healthy" or "Stressed" based on the following rules: **PREDICT STRESSED IF ANY OF THESE CONDITIONS ARE MET:** 1. **Critical Integrity Rule**: ReefIntegrityScore is "Very Poor" 2. **Poor Integrity with Multiple Stressors Rule**: ReefIntegrityScore is "Poor" AND at least 2 of the following are true: - BiodiversityIndex is NOT "High" AND NOT "Very High" - AlgalCoverage is "Extensive" OR "Heavy" - PollutionLevel is "High" OR "Critical" - CurrentFlowQuality is "Poor" 3. **Severe Predation Rule**: PredatorActivityLevel is "Severe" AND AlgalCoverage is "Extensive" OR "Heavy" 4. **Poor Flow with High Acoustic Rule**: CurrentFlowQuality is "Poor" AND AcousticIntensity > 600 5. **Young Coral Under Constant Bleaching Rule**: CoralAgeEstimate < 20 AND BleachingEventsPerYear is "Constant" AND BiodiversityIndex is NOT "Very High" 6. **Young Reef System Under Stress Rule**: ReefAverageAge < 35 AND BleachingEventsPerYear is "Constant" AND PollutionLevel is "High" OR "Critical" 7. **Poor Flow with Confirmed Distant Stress Rule**: CurrentFlowQuality is "Poor" AND DistantStressIndicators is "Confirmed" AND BiodiversityIndex is NOT "High" AND NOT "Very High" 8. **Multiple Stress Indicators Rule**: Count how many of these are true: - CurrentFlowQuality is "Poor" - AlgalCoverage is "Extensive" - BiodiversityIndex is "Low" OR "Very Low" OR "Medium" - PollutionLevel is "High" OR "Critical" - PreviousStressIncidents is "Major" OR "Severe" - BleachingEventsPerYear is "Constant" - DistantStressIndicators is "Confirmed" If 4 or more are true, predict STRESSED 9. **Extreme Algae with Low Diversity Rule**: AlgalCoverage is "Extensive" AND BiodiversityIndex is "Low" OR "Very Low" **OTHERWISE, PREDICT HEALTHY IF:** - None of the above stress conditions are met - OR if BiodiversityIndex is "Very High" AND ReefIntegrityScore is NOT "Very Poor" **DEFAULT**: If unclear, predict HEALTHY