Analyze calibration separately for different domains because

Why This Is a Principle

This principle follows from People rapidly adapt to material improvements, returning… (calibration is domain-specific) and Expertise as Domain-Specific Schema Organization (expertise doesn't transfer across domains). It prescribes organizing calibration tracking by domain rather than treating all predictions as a single category. This is actionable (sort your predictions by domain) and general (applies to any calibration practice).