Round 298

Round UUID: 9aaeb4f3-02d3-4c7c-ab5b-480bf13e6c48

Prompt:

# Coral Reef Health Classification Rules

Evaluate each coral reef using the following set of rules to determine if it is HEALTHY or STRESSED. Apply these rules sequentially and classify accordingly.

## Rule 1: Current Flow and Integrity Indicators
- If CurrentFlowQuality is "Poor" AND ReefIntegrityScore is "Poor" or "Very Poor", classify as STRESSED.
- If CurrentFlowQuality is "Excellent" AND ReefIntegrityScore is "Excellent" or "Good", classify as HEALTHY unless contradicted by Rule 4.

## Rule 2: Pollution and Biodiversity Assessment
- If PollutionLevel is "Critical" AND BiodiversityIndex is "Low" or "Medium", classify as STRESSED.
- If BiodiversityIndex is "Very High" OR "High" AND PollutionLevel is "Low", classify as HEALTHY unless contradicted by Rule 4.

## Rule 3: Reef Age and Coral Type Evaluation
- If CoralAgeEstimate ≤ 11 AND ReefAverageAge < 30, classify as STRESSED.
- If CoralAgeEstimate ≥ 21 AND ReefAverageAge > 35 AND CoralDominantType is "Massive", classify as HEALTHY unless contradicted by Rule 4.

## Rule 4: Critical Stress Indicators Override
- If ANY TWO of the following conditions are met, classify as STRESSED regardless of other factors:
  * AcousticIntensity > 600
  * PollutionLevel is "Critical" or "High"
  * CurrentFlowQuality is "Poor"
  * ReefIntegrityScore is "Very Poor" or "Poor"
  * BleachingEventsPerYear is "Frequent"

## Rule 5: Positive Health Indicators
- If THREE OR MORE of the following conditions are met, classify as HEALTHY unless Rule 4 applies:
  * CurrentFlowQuality is "Excellent" or "Good"
  * BiodiversityIndex is "High" or "Very High"
  * AlgalCoverage is "Minimal"
  * ReefIntegrityScore is "Excellent" or "Good"
  * PollutionLevel is "Low"

## Default Rule
- If no clear classification can be made from the above rules, evaluate the overall pattern:
  * If the majority of indicators (CurrentFlowQuality, ReefIntegrityScore, BiodiversityIndex, PollutionLevel) are positive, classify as HEALTHY.
  * Otherwise, classify as STRESSED.

When evaluating, always check Rule 4 (Critical Stress Indicators) last, as it can override previous classifications.