Round 93

Round UUID: 571960c7-a302-40ba-9cdb-04a03da14b01

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" AND BiodiversityIndex is NOT "High" AND NOT "Very High"

2. **Poor Integrity with Stressors Rule**: ReefIntegrityScore is "Poor" AND at least 1 of the following is true:
   - PollutionLevel is "Critical"
   - AlgalCoverage is "Extensive" OR "Heavy"
   - BleachingEventsPerYear is "Constant" AND BiodiversityIndex is NOT "High" AND NOT "Very High"

3. **Severe Predation with Algae Rule**: PredatorActivityLevel is "Severe" OR "Catastrophic" AND AlgalCoverage is "Heavy" OR "Extensive"

4. **Poor Flow with High Acoustic Rule**: CurrentFlowQuality is "Poor" AND AcousticIntensity > 600

5. **Young Coral Stress Rule**: CoralAgeEstimate < 20 AND BleachingEventsPerYear is "Constant" AND BiodiversityIndex is NOT "Very High"

6. **Young Reef System Under Stress Rule**: ReefAverageAge < 30 AND at least 2 of the following are true:
   - BleachingEventsPerYear is "Constant"
   - PollutionLevel is "High" OR "Critical"
   - CurrentFlowQuality is "Poor"
   - AlgalCoverage is "Extensive"

7. **Extensive Algae Impact Rule**: AlgalCoverage is "Extensive" AND (BiodiversityIndex is "Low" OR "Very Low" OR "Medium")

8. **Poor Flow with Distant Stress Rule**: CurrentFlowQuality is "Poor" AND DistantStressIndicators is "Confirmed" AND BiodiversityIndex is NOT "High" AND NOT "Very High"

9. **Multiple Stress Indicators Rule**: Count how many of these are true:
   - CurrentFlowQuality is "Poor" 
   - AlgalCoverage is "Extensive" OR "Heavy"
   - 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 3 or more are true, predict STRESSED

**OTHERWISE, PREDICT HEALTHY IF:**
- None of the above stress conditions are met

**DEFAULT**: If unclear, predict HEALTHY