Audit Trail · Article #2373523

«Inébranlable»: la loi et l’ordre de France Charbonneau

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)

published 2026-10-20T13:48:00 · ingested 2026-10-20T10:21:59.526196

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-20T10:21:59.526196
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.298 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-10-20T10:34:41.024803-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.298

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-20T10:35:39.633381

Tier-2 at: —

AI analyzed: ✓ at 2026-10-20T10:33:48.074246

Geographic Extraction · L.O.C.A.L.

Country: FR

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (5)

unverified L'ex-juge a présidé la commission Charbonneau.

        fact_v1 · 2026-10-20T10:33:51.727395
      

unverified Il raconte les moments forts de sa carrière dans son autobiographie.

        fact_v1 · 2026-10-20T10:33:51.727395
      

unverified The ex-judge who presided over the Charbonneau commission recounts the highlights of his career in his autobiography.

        V.E.R.I.F.Y. · 2026-10-20T10:35:39.627403
      

unverified La loi et l'ordre de France Charbonneau is an article about a judge who led a committee called Charbonneau.

        V.E.R.I.F.Y. · 2026-10-20T10:35:39.627403
      

unverified An autobiographical book by an ex-judge, which previously chaired the Charbonneau commission, is being discussed.

        V.E.R.I.F.Y. · 2026-10-20T10:35:39.627403
      

Cross-Outlet Cluster · I.N.K.

«Inébranlable»: la loi et l’ordre de France Charbonneau 1 article across outlets

      clustered at 2026-10-20T10:21:59.534830
    

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)

2026-10-20T10:21:59.526196 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": 592
}

2026-10-20T10:34:41.024803 bias_v2_scored

payload

{
  "confidence": 0.426,
  "ensemble_band": "center-right",
  "ensemble_score": 0.298,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.298
}

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