Audit Trail · Article #2334550

Le PCQ va «défendre le droit de poser des questions» sans «remettre en cause la science»

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

published 2026-10-14T15:35:57 · ingested 2026-10-14T11:57:57.494422

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-10-14T11:57:57.494422
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 41% valhalla/distilbart-mnli-12-3

      computed at 2026-10-14T12:07:08.337433-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-14T12:07:57.220439

Tier-2 at: —

AI analyzed: ✓ at 2026-10-14T12:06:18.327007

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (5)

unverified Le débat fait partie de la démarche

        fact_v1 · 2026-10-14T12:06:24.120488
      

unverified mais toutes les affirmations ne se valent pas

        fact_v1 · 2026-10-14T12:06:24.120488
      

unverified Le débat fait partie de la démarche

        V.E.R.I.F.Y. · 2026-10-14T12:07:57.121533
      

unverified toutes les affirmations ne se valent pas

        V.E.R.I.F.Y. · 2026-10-14T12:07:57.121533
      

unverified Le PCQ va défendre le droit de poser des questions

        V.E.R.I.F.Y. · 2026-10-14T12:07:57.121533
      

Cross-Outlet Cluster · I.N.K.

Le PCQ va «défendre le droit de poser des questions» sans «remettre en cause la science» 1 article across outlets

      clustered at 2026-10-14T11:57:57.505291
    

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)

2026-10-14T11:57:57.494422 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
}

2026-10-14T12:07:08.337433 bias_v2_scored

payload

{
  "confidence": 0.41,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

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