0-Call Engine & Verification Slot
PAVA isotonic calibrator, Brier/ECE & Bayes-factor combiner
Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 57 - 60 0..100 Scoring, Polymorphic Advisories, Flat Variants & Lexicons
0..100 Calibrated Scores (aq57_score_confidence_probability_0_100)
Calibrates four distinct 0..100 scales (confidence, strength, probability, likelihood) via 0-call PAVA isotonic maps and log-odds Bayes factors.
Confidence & StrengthProbability 0..100Likelihood Ratio
Model-Guided Escalation & Synthesis Role
Reference-class prior & evidential-support estimator
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
Enforced Category State Machine: audio_chromagram_asr_stem
Commit Invariant: Verifies -14 LUFS loudness, <=-1.0 dBTP true peak, zero copyrighted sample matches, and forced-alignment ASR transcript normalization.
Architectural Problem Solved: Prevents inter-sample codec clipping, copyright contamination, and casing-induced WER false alarms.
POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq57_score_confidence_probability_0_100/enqueue
{
"queue_category": "audio_chromagram_asr_stem",
"priority": 80,
"payload": { "stage": "57", "objective": "0..100 Calibrated Scores" }
}