Audit Trail · Article #2258140

Retrouvailles avec Marie Laberge et Michel Jean

Source article ↗ · L'actualité · outlet lean: center-left · owner: Mishmash Media (independent)

published 2026-10-04T05:00:00 · ingested 2026-10-04T02:03:50.459788

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 85% vv3

The article is from a reputable news source and maintains a balanced tone, but the focus on high-profile figures might lean slightly towards a positive bias.

Trigger phrases: journalists of L'actualitéregard juste et sans complaisance

      computed at 2026-10-04T02:07:04.083457
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 78% valhalla/distilbart-mnli-12-3

      computed at 2026-10-04T02:06:45.888245-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1_failed+full

Tier-1 at: —

Tier-2 at: 2026-10-04T02:07:05.486436

AI analyzed: ✓ at 2026-10-04T02:07:04.083457

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified L'entrevue et le portrait sont des spécialités des journalistes de L’actualité.

        fact_v1 · 2026-10-04T02:07:10.582051
      

unverified Les journalistes de L’actualité portent un regard juste et sans complaisance sur leurs sujets.

        fact_v1 · 2026-10-04T02:07:10.582051
      

unverified Voici deux de leurs rencontres les plus mémorables avec de grands écrivains.

        fact_v1 · 2026-10-04T02:07:10.582051
      

Cross-Outlet Cluster · I.N.K.

Retrouvailles avec Marie Laberge et Michel Jean 1 article across outlets

      clustered at 2026-10-04T02:03:50.466868
    

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)

2026-10-04T02:03:50.459788 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": 13766
}

2026-10-04T02:06:45.888245 bias_v2_scored

payload

{
  "confidence": 0.785,
  "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.