Bias Detection Consensus

Detect bias in {{model}} across {{evaluation_dimensions}} using consensus.

Conduct 3 independent bias analyses:
- Analysis 1: Statistical disparity measurement
- Analysis 2: Counterfactual testing
- Analysis 3: Stereotype association probing

Flag bias only when detected by 2+ methods. Calculate consensus severity score. Prioritize remediation for unanimous detections from {{test_set}}.