Round UUID: d169720f-9f37-4054-a025-1e54aaad10b1
Prompt:
Given the available data on a coral reef system, predict whether the current reef condition is 'Healthy' or 'Stressed' using the following refined rules: 1. Reef is considered 'Healthy' if: - CurrentFlowQuality is 'Excellent' or 'Good'. - ReefIntegrityScore is 'Good' or 'Excellent'. - AlgalCoverage is 'Minimal' or 'Sparse'. - BiodiversityIndex is 'High' or 'Very High'. - PollutionLevel is 'Low' to 'Moderate'. - PredatorActivityLevel is 'None', 'Low', 'Moderate Low', or 'Moderate'. - ObservationDuration exceeds 40 units. - NearbyHealthyReef is indicated as 'Adjacent' or 'Nearby'. - SurveyorExperience is confirmed. 2. Reef is considered 'Stressed' if: - ReefIntegrityScore is 'Moderate', 'Poor', or 'Very Poor'. - PollutionLevel is 'High' to 'Critical'. - ObservationDuration is less than or equal to 40 units. - AlgalCoverage is 'Heavy' or 'Extensive'. - NearbyHealthyReef is 'Absent' or 'Distant' and DistantStressIndicators are 'Confirmed'. 3. Additional considerations: - If PollutionLevel is 'Critical', default to 'Stressed' unless all other metrics strongly indicate 'Healthy'. - If PredatorActivityLevel is 'Severe' or 'Catastrophic', consider it 'Stressed' unless ObservationDuration and other indices such as ReefIntegrityScore and BiodiversityIndex are excellent. In case of contradictory data points, give preference in the following order: PollutionLevel, ReefIntegrityScore, and CurrentFlowQuality. Default to 'Stressed' if the conclusion remains uncertain. This revised approach incorporates more contextual indicators and prioritizes certain attributes to reduce false classifications.