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reuse each task's frozen 80-text calibration subset; target texts are reused across configurations and rows are correlated.", "trEC_supplemental_note": "Rows whose source or target task is TREC are supplemental support-shift diagnostics.", "no_target_selection_note": "All ordered source/target, score and threshold configurations are reported; no score or source was selected using target test outcomes." }, "notes": [ "Independent public-data confirmation scoring; the v1 validator is not reused because it assumes one replicate and mandatory probabilities.", "Native partitions use the with-NONE call; failures are a separate category and are never counted as wrong or as a zero score.", "Rate families average per text over variants first, then over texts equally; bootstrap resamples text families (2,000 draws, seed 20261005).", "Intervals are marginal descriptive intervals, not p-values, universal rankings, risk guarantees or simultaneous tests.", "Thresholds maximize empirical calibration detection subject to present false rejection <= 5% with strict score > threshold.", "Calibration thresholds use complete-score families only; discrete-only models keep native decisions and receive no invented scores.", "Coverage Brier/reliability uses raw p(NONE) on the balanced constructed mixture; zero ordinary mass is reported separately.", "The primary transfer never selects a score or source using target test outcomes; target-local recalibration is a separate label-consuming reference.", "Confirmation outputs stay separate from v1 and discovery artifacts." ] }