Audit Trail · Article #2507874

Budget Champagne: Blanchet dénonce la réduction des transferts en santé

Source article ↗ · Le Journal de Montréal · outlet lean: right · owner: Quebecor (corporate)

published 2026-11-06T08:31:52 · ingested 2026-11-06T06:44:10.787556

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: bloc québécois(-0.20×1)

      computed at 2026-11-06T06:44:10.787556
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.316 confidence: 45% valhalla/distilbart-mnli-12-3

      computed at 2026-11-06T11:22:54.771937-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.342

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-11-06T07:00:11.550466

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Budget Champagne: Blanchet dénonce la réduction des transferts en santé 1 article across outlets

      clustered at 2026-11-06T06:44:10.790942
    

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)

2026-11-06T06:44:10.787556 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: bloc qu\u00e9b\u00e9cois(-0.20\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13765
}

2026-11-06T11:22:54.771937 bias_v2_scored

payload

{
  "confidence": 0.452,
  "ensemble_band": "center-left",
  "ensemble_score": -0.342,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.316
}

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