Round UUID: dec44dbf-68e3-443c-ae01-83a3077a3554
Prompt:
Please use the following updated rules to classify each row as either "Healthy" or "Stressed" reef. Apply them in the order listed, and stop as soon as a rule applies: 1) If PredatorActivityLevel is "Severe," label the reef as "Stressed." (High predator activity is a strong stress signal, so we classify these cases immediately.) 2) If CurrentFlowQuality is "Poor" AND DistantStressIndicators is "Confirmed" AND (ReefIntegrityScore is "Excellent" OR ReefIntegrityScore is "Good") AND PredatorActivityLevel is "None," label the reef as "Healthy." (This rule allows us to catch reefs that otherwise appear very healthy, even if flow is poor and distant indicators are confirmed, but there are no predators present.) 3) If CurrentFlowQuality is "Poor" AND DistantStressIndicators is "Confirmed," label the reef as "Stressed." (Covers situations where poor flow and confirmed distant stress typically correlate with actual reef stress.) 4) If DistantStressIndicators is "None" AND PreviousStressIncidents is "None," label as "Healthy." (These reefs have no immediate or historical stress indicators, so we consider them healthy unless contradicted by an earlier rule.) 5) If (CurrentFlowQuality is "Excellent" OR CurrentFlowQuality is "Good") AND PredatorActivityLevel is not "Severe" AND DistantStressIndicators is not "Confirmed," label as "Healthy." (Previously, this rule labeled reefs as healthy even if distant stress was confirmed. Now we exclude those reefs from healthy status to reduce false positives.) 6) In all other cases not covered by the rules above, label the reef as "Stressed." Output only the single classification—either "Healthy" or "Stressed"—that matches the first rule satisfied.