Score Analysis

Decide whether to use one analysis

Keep the evidence dimensions separate:

• task and metric meaning;
• source and freshness;
• execution and query checks;
• repeated behavior;
• independent analytical support;
• interpretation;
• safety and authorization; and
• unresolved evidence.

Mark each criterion as pass, fail, flag, unknown, error, blocked, or not applicable. Mark it as blocking when failure makes the analysis unsafe to use for the stated decision. Otherwise mark it diagnostic.

Use helpers.evals.scorecard.decide. Never average the criteria into one confidence number. A clean receipt cannot cancel a wrong result. A stable result cannot substitute for ground truth.

Return one recommendation:

• act when all required evidence passes for the stated consequence;
• investigate when a specific unresolved issue could change the answer;
• abstain when a blocking correctness or safety criterion fails; or
• incomplete when too little evidence exists to decide.