RMCMA v0.17 Forecast Calibration + Self-Tuning Policy Lab
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Status: PASS
Semantic digest: 15fa05b4094c04ee59efcd03412da1881464d60e48640d639e3f93fd1ec103d1
Calibration count / MAE: 10 / 0.2958
Mean signed error: -0.1113
Policy revision: 6
Pressure bias: -0.1500
Degraded threshold: 0.6100
Preemptive ceiling: 0.4750
Outcomes B/H/I: 2/0/0

Checks:
  PASS seed_v011_passes
  PASS mature_forecasts_are_scored
  PASS systematic_error_creates_revision
  PASS pressure_bias_is_bounded
  PASS thresholds_are_bounded
  PASS outcome_attribution_records_benefit
  PASS beneficial_outcomes_can_expand_safe_window
  PASS operator_freeze_blocks_learning
  PASS calibrated_forecast_carries_revision
  PASS learning_status_is_auditable
  PASS tuned_policy_still_uses_existing_safety_advisor
