Round UUID: 93865618-3901-4f5f-8b01-bdbfbcdc5b5e
Prompt:
Determine if the coral reef is 'Healthy' or 'Stressed'. Apply rules in order.
1. **Severe Stress:** If `ReefIntegrityScore` is 'Very Poor' or 'Poor', predict 'Stressed'.
2. **Past Stress:** If `PreviousStressIncidents` is 'Moderate' or 'Severe', predict 'Stressed'.
3. **Excellent/Good Reef Health/Stress Check:** If `ReefIntegrityScore` is 'Excellent' or 'Good':
* a. If `PollutionLevel` is 'High' AND `BleachingEventsPerYear` is 'Constant' AND `CurrentFlowQuality` is 'Poor', predict 'Stressed'.
* b. If `PollutionLevel` is 'Critical' OR `AlgalCoverage` is 'Heavy' OR `AlgalCoverage` is 'Extensive' OR `AlgalCoverage` is 'Moderate' OR (`CurrentFlowQuality` is 'Fair' AND `DistantStressIndicators` is 'Confirmed'), predict 'Stressed'.
* c. Otherwise (if none of the above 'Stressed' conditions for Excellent/Good apply), predict 'Healthy'.
4. **Moderate Integrity Check - Presume Stressed unless proven Healthy:** If `ReefIntegrityScore` is 'Moderate':
* a. **Exception for Health:** Predict 'Healthy' ONLY IF one of the following is true:
* i. (`PollutionLevel` is 'Low' OR `PollutionLevel` is 'Moderate') AND (`BleachingEventsPerYear` is 'Rare' OR `BleachingEventsPerYear` is 'Occasional' OR (`BleachingEventsPerYear` is 'Frequent' AND `PollutionLevel` is 'Low')) AND (`AlgalCoverage` is 'Minimal' OR `AlgalCoverage` is 'Sparse')
* ii. (`ReefAverageAge` >= 40 AND (`PredatorActivityLevel` is 'Low' OR `PredatorActivityLevel` is 'None' OR `PredatorActivityLevel` is 'Moderate Low')) AND (`BleachingEventsPerYear` is 'Rare' OR `BleachingEventsPerYear` is 'Occasional')
* iii. (`PollutionLevel` is 'Critical' AND `BleachingEventsPerYear` is 'Frequent' AND `CurrentFlowQuality` is 'Excellent' AND `BiodiversityIndex` is 'High')
* b. **Otherwise (Default for Moderate Integrity):** Predict 'Stressed'.
5. **Default:** If no rule applied (e.g. missing integrity), predict 'Stressed'.