Audit Trail · Article #2388363

Face à la justice, des mères violentées se retrouvent parfois entre l’arbre et l’écorce

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

published 2026-10-22T04:00:00 · ingested 2026-10-22T00:55:51.139083

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 85% vv3

The article discusses a social issue without obvious bias towards any political side, but the content focuses on a negative aspect of justice system which might be perceived as critical.

Trigger phrases: se retrouvent parfois entre l’arbre et l’écorcedénonciation de la violence peut se retourner contre les femmes

      computed at 2026-10-22T01:01:54.030442
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.249 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-10-22T01:01:18.738517-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.249

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-22T01:06:07.428449

Tier-2 at: 2026-10-22T01:01:54.030442

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (5)

unverified La dénonciation de la violence peut se retourner contre les femmes.

        fact_v1 · 2026-10-22T01:01:58.935838
      

unverified Des experts mentionnent que la dénonciation de la violence violente peut avoir des effets négatifs sur les femmes.

        fact_v1 · 2026-10-22T01:01:58.935838
      

unverified La dénonciation de la violence violentées mères peuvent se retrouver entre l’arbre et l’écorce

        V.E.R.I.F.Y. · 2026-10-22T01:06:07.424393
      

unverified des expertes notent que la dénonciation de la violence peut se retourner contre les femmes

        V.E.R.I.F.Y. · 2026-10-22T01:06:07.424393
      

unverified mères violentées reçoivent parfois des choix difficiles

        V.E.R.I.F.Y. · 2026-10-22T01:06:07.424393
      

Cross-Outlet Cluster · I.N.K.

Face à la justice, des mères violentées se retrouvent parfois entre l’arbre et l’écorce 1 article across outlets

      clustered at 2026-10-22T00:55:51.151402
    

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)

2026-10-22T00:55:51.139083 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
}

2026-10-22T01:01:18.738517 bias_v2_scored

payload

{
  "confidence": 0.356,
  "ensemble_band": "center",
  "ensemble_score": 0.249,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.249
}

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