Audit Trail · Article #468262

Après la mort de son fils, le combat d’un député pour le traitement des dépendances

Source article ↗ · Radio-Canada · outlet lean: center-left · owner: CBC/Radio-Canada (public)

published 2026-06-09T08:00:00 · ingested 2026-06-09T09:14:03.998361

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — defaulted center

      computed at 2026-08-31T21:57:51.550152
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.335 confidence: 48% valhalla/distilbart-mnli-12-3

      computed at 2026-06-09T05:39:36.704435-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.335

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-06-09T09:50:52.384820

Tier-2 at: —

AI analyzed: ✓ at 2026-06-09T09:50:52.384820

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified No verifiable claims detected.

        fact_v1 · 2026-06-09T09:51:02.084789
      

unverified No verifiable claims detected.

        fact_v1 · 2026-06-09T09:54:40.680660
      

unverified No verifiable claims detected.

        fact_v1 · 2026-06-09T10:00:56.993842
      

Cross-Outlet Cluster · I.N.K.

Après la mort de son fils, le combat d’un député pour le traitement des dépendances 1 article across outlets

      clustered at 2026-06-09T09:14:04.139585
    

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)

2026-06-09T09:14:03.998361 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 591
}

2026-06-09T09:39:36.704435 bias_v2_scored

payload

{
  "confidence": 0.478,
  "ensemble_band": "center-left",
  "ensemble_score": -0.168,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.335
}

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