Audit Trail · Article #2279222

Christine Fréchette s’adressera aux médias à 15h30

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

published 2026-10-06T16:06:59 · ingested 2026-10-06T12:50:36.633187

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The article does not present a strong political bias, but it focuses on the defeat of a party leader, which can be seen as slightly negative.

Trigger phrases: cuisante

      computed at 2026-10-06T13:11:52.721547
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.282 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-10-06T13:09:56.920251-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.282

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-06T13:11:52.721547

Tier-2 at: 2026-10-06T13:11:52.721547

AI analyzed: ✓ at 2026-10-06T13:11:52.721547

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Christine Fréchette will address the media at 15:30 on the following day after a disastrous defeat.

        fact_v1 · 2026-10-06T13:11:56.221459
      

Cross-Outlet Cluster · I.N.K.

Christine Fréchette s’adressera aux médias à 15h30 1 article across outlets

      clustered at 2026-10-06T12:50:36.639169
    

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)

2026-10-06T12:50:36.633187 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
}

2026-10-06T13:09:56.920251 bias_v2_scored

payload

{
  "confidence": 0.403,
  "ensemble_band": "center-left",
  "ensemble_score": -0.282,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.282
}

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