calibrate(jury): v1.1+v1.1.1 — fix weighting bugs; recency-position paraphrase clause

fix(judges,calibration,harness): three Codex adversarial-review findings

fix(judges,calibration): five review follow-ups (items 5, 6, 7, 9, 10)

fix(judges): four review-blocking bugs (review items 1–4 + 8)

feat(config): add evaluation.judge_dimensions field

feat(calibration): generate_kappa_table with strict/warn modes

feat(scripts): run_calibration.py orchestrator for Steps A/C/D

test(calibration): sklearn-parity fixtures + cross-check CI test

feat(calibration): hand-rolled cohen_kappa, gwets_ac2, bootstrap_ci

feat(variance): PermutedJudge + Jury — N permutations and multi-judge aggregator

feat(judges): CitationFaithfulnessJudge with all-or-nothing aggregation

feat(judges): CompletenessJudge + three-point reference-based rubric

feat(judges): RelevanceJudge + anchored three-point rubric

feat(judges): GroundednessJudge + anchored binary rubric

feat(judges): _call_judge_with_retry helper with strict-reprompt + abstain

feat(judges): MockJudge with LookupError on missing keys

feat(judges): Judge ABC with judge_id derived from model + dimension

feat(judges): Rubric markdown loader with aggressive validation

feat(judges): ScoreResult + abstain-reason constants

test: scaffold tests/evaluation/ directory for judge-layer tests