Audit Trail · Article #2358277

Marthe Simard: la Québécoise qui fut la première femme parlementaire française !

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

published 2026-10-18T00:00:00 · ingested 2026-10-18T08:53:38.855423

Bias Analysis · B.I.A.S.

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

The article focuses on a historical figure from French Canadian history, which could lean towards a nationalist or patriotic narrative.

Trigger phrases: Québécoiseparlementaire française

      computed at 2026-10-18T09:00:19.863259
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.339 confidence: 48% valhalla/distilbart-mnli-12-3

      computed at 2026-10-18T08:56:53.549191-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.339

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-18T09:00:19.863259

Tier-2 at: 2026-10-18T09:00:19.863259

AI analyzed: ✓ at 2026-10-18T09:00:19.863259

Geographic Extraction · L.O.C.A.L.

Country: FR

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Marthe Simard s’est engagée pour la France Libre à travers le Canada après l’appel du général de Gaulle de 1940

This claim is a factual assertion about Marthe Simard's involvement in the French Resistance during World War II. It aligns with established historical records and biographical information.

        fact_v1 · 2026-10-18T09:00:58.448832
      

Cross-Outlet Cluster · I.N.K.

Marthe Simard: la Québécoise qui fut la première femme parlementaire française ! 1 article across outlets

      clustered at 2026-10-18T08:53:38.858441
    

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)

2026-10-18T08:53:38.855423 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": 13765
}

2026-10-18T08:56:53.549191 bias_v2_scored

payload

{
  "confidence": 0.484,
  "ensemble_band": "center-left",
  "ensemble_score": -0.339,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.339
}

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