Round UUID: fff7935c-127d-4f3d-ae22-ca16bbc1513f
Prompt:
Predict whether a coral reef is "Healthy" or "Stressed" based on the following rules:
A reef should be classified as "Stressed" if ANY of these conditions are met:
1. ReefIntegrityScore is "Poor" OR "Very Poor" AND ReefAverageAge is less than 45 years
2. CoralAgeEstimate is less than or equal to 11 years AND ReefAverageAge is less than 30 years
3. ObservationDuration is greater than 130 days AND ReefIntegrityScore is NOT "Excellent" AND ReefAverageAge is less than 40 years
4. CurrentFlowQuality is "Poor" AND ReefIntegrityScore is "Poor" or worse
5. PredatorActivityLevel is "High" OR "Severe" AND at least one of the following:
- ReefIntegrityScore is "Moderate" or worse
- PollutionLevel is "High" or "Critical"
- AlgalCoverage is "Heavy" or "Extensive"
6. ReefAverageAge is less than 25 years AND CurrentFlowQuality is "Poor"
7. CoralAgeEstimate is 6 years or less
8. PollutionLevel is "Critical" AND ReefIntegrityScore is NOT "Excellent" AND ReefAverageAge is less than 50 years
9. AlgalCoverage is "Heavy" AND at least one of the following:
- BiodiversityIndex is "Low" or "Medium"
- BleachingEventsPerYear is "Frequent" or "Constant"
10. PreviousStressIncidents is "Major"
11. BleachingEventsPerYear is "Constant" AND at least TWO of the following:
- CoralAgeEstimate is less than or equal to 11 years
- ReefAverageAge is less than 35 years
- BiodiversityIndex is "Medium" or "Low"
- CurrentFlowQuality is "Fair" or "Poor"
- AlgalCoverage is "Moderate", "Extensive", or "Heavy"
12. ReefAverageAge is less than 30 years AND at least TWO of the following:
- CurrentFlowQuality is "Fair" or "Poor"
- ReefIntegrityScore is "Moderate"
- PollutionLevel is "High" or "Critical"
- AlgalCoverage is "Extensive" or "Heavy"
- BleachingEventsPerYear is "Constant"
13. At least THREE of the following moderate stress factors are present AND ReefAverageAge is less than 40 years:
- CurrentFlowQuality is "Fair" or "Poor"
- ReefIntegrityScore is "Moderate"
- PollutionLevel is "High"
- AlgalCoverage is "Extensive"
- BiodiversityIndex is "Low" or "Medium"
- BleachingEventsPerYear is "Constant"
Otherwise, classify the reef as "Healthy".
When evaluating conditions:
- For ReefIntegrityScore, the order from best to worst is: Excellent > Good > Moderate > Poor > Very Poor
- For CurrentFlowQuality, the order from best to worst is: Excellent > Good > Fair > Poor
- For PollutionLevel, the order from best to worst is: Low > Moderate > High > Critical
- For AlgalCoverage, the order from least to most is: Minimal > Sparse > Moderate > Extensive > Heavy
- For BiodiversityIndex, the order from best to worst is: Very High > High > Medium > Low
- For BleachingEventsPerYear, the order from least to most frequent is: Rare > Occasional > Frequent > Constant
- For numeric values, use exact comparisons (e.g., "less than or equal to 11" means ≤ 11)