Audit Trail · Article #2441438

Much work on disability legislation or policy begins next year, review continues

Source article ↗ · Yukon News · outlet lean: center-right · owner: Black Press Media (corporate)

published 2026-10-29T20:30:00 · ingested 2026-10-29T17:01:14.316417

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 90% vv3

The article presents factual information without obvious bias or strong stance.

      computed at 2026-10-29T17:01:14.316417
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.313 confidence: 45% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T17:08:26.916442-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.313

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T18:11:43.391044

Tier-2 at: 2026-10-29T22:40:54.276307

AI analyzed: ✓ at 2026-10-29T18:11:43.391044

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: YT

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Yukon legislature debates disability legislation and social assistance review

The claim is directly stated in the article without contradiction or additional information required to verify it.

        C.H.E.C.K. · 2026-10-29T22:40:54.276307
      

Cross-Outlet Cluster · I.N.K.

Much work on disability legislation or policy begins next year, review continues 1 article across outlets

      clustered at 2026-10-29T17:01:14.420833
    

Governance — C.R.E.E.D.

A+

overall grade

100.0

By Category

Accountability {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Environmental {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Fairness {'events': 3, 'grade': 'A+', 'note': 'below minimum volume (3 events; minimum 100 for a non-provisional score)', 'provisional': True, 'score': 100.0}

Privacy {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Safety {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Transparency {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Ethics audit by C.R.E.E.D. Institute · 3 events tracked

Raw Audit Trail (2 events)

2026-10-29T17:01:14.316417 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 14333
}

2026-10-29T17:08:26.916442 bias_v2_scored

payload

{
  "confidence": 0.448,
  "ensemble_band": "center-right",
  "ensemble_score": 0.313,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.313
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.