Audit Trail · Article #2467647

Le chef du Bloc québécois se dit optimiste face au déclenchement des partielles

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

published 2026-11-01T16:30:00 · ingested 2026-11-01T12:43:58.029179

Bias Analysis · B.I.A.S.

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

The article focuses on the political stance of the Bloc Québécois, which is a center-left party in Canada.

Trigger phrases: Le chef du Bloc québécoisparti feront valoir

      computed at 2026-11-01T12:43:58.029179
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.242 confidence: 35% valhalla/distilbart-mnli-12-3

      computed at 2026-11-01T13:53:44.516963-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.021

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-01T12:49:44.536810

Tier-2 at: 2026-11-01T13:35:32.175170

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Les candidats du parti feront valuer «la différence québécoise»

This is a statement of intent by the party, and there's no reason to doubt its authenticity in this context.

        V.E.T. · 2026-11-01T13:35:32.175170
      

true notamment en matière d’environnement et de culture

These are typical areas where Quebec's political parties emphasize their distinctiveness, as they relate directly to provincial identity and governance.

        V.E.T. · 2026-11-01T13:35:32.175170
      

Cross-Outlet Cluster · I.N.K.

Le chef du Bloc québécois se dit optimiste face au déclenchement des partielles 1 article across outlets

      clustered at 2026-11-01T12:43:58.052387
    

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)

2026-11-01T12:43:58.029179 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: bloc qu\u00e9b\u00e9cois(-0.20\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 592
}

2026-11-01T13:53:44.516963 bias_v2_scored

payload

{
  "confidence": 0.346,
  "ensemble_band": "center",
  "ensemble_score": 0.021,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.242
}

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