Audit Trail · Article #2366950

Charles Milliard se met au défi d’incarner le gouvernement en attente

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

published 2026-10-19T20:46:15.221028 · ingested 2026-10-19T18:46:15.221028

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 80% vv3

The article presents a balanced view without clear bias, focusing on the political challenge posed by Charles Milliard to his colleagues.

Trigger phrases: met ses députés au défigouvernement en attente

      computed at 2026-10-19T19:57:14.375391
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.300 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T19:58:22.973121-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.300

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-19T19:59:16.073052

Tier-2 at: 2026-10-19T19:59:16.073052

AI analyzed: ✓ at 2026-10-19T19:57:14.375391

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (4)

unverified Charles Milliard se met au défi d’incarner le gouvernement en attente

The claim is a statement of intent or action by Charles Milliard, but there are no specific factual assertions like dates, statistics, or references to sources that could be verified.

        fact_v1 · 2026-10-19T19:58:04.476749
      

unverified Charles Milliard met ses députés au défi de s’élever au niveau de gouvernement en attente

The claim is a statement of action by Charles Milliard, but there are no specific factual assertions like dates, statistics, or references to sources that could be verified.

        fact_v1 · 2026-10-19T19:58:04.476749
      

unverified dans le contexte actuel de parlement minoritaire

The claim refers to the current minority parliament, but there are no specific factual assertions like dates, statistics, or references to sources that could be verified.

        fact_v1 · 2026-10-19T19:58:04.476749
      

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-10-19T19:59:16.070907
      

Cross-Outlet Cluster · I.N.K.

Charles Milliard se met au défi d’incarner le gouvernement en attente 1 article across outlets

      clustered at 2026-10-19T18:46:15.224372
    

Governance — C.R.E.E.D.

Ethics audit pending — C.R.E.E.D. score not available right now. creed-ai.org ↗

Raw Audit Trail (2 events)

2026-10-19T18:46:15.221028 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
}

2026-10-19T19:58:22.973121 bias_v2_scored

payload

{
  "confidence": 0.428,
  "ensemble_band": "center-left",
  "ensemble_score": -0.3,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.3
}

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