Audit Trail · Article #2366949

Plan stratégique: la Ville de Bécancour veut s’attaquer au vieillissement de ses infrastructures

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

published 2026-10-19T20:46:15.138315 · ingested 2026-10-19T18:46:15.138315

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 100% vv3

The article is factual and provides no clear bias towards a particular political or social stance.

      computed at 2026-10-19T19:58:45.573908
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.268 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T19:58:28.378673-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.268

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-19T19:59:41.675849

Tier-2 at: 2026-10-19T19:59:41.675849

AI analyzed: ✓ at 2026-10-19T19:58:45.573908

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-10-19T19:59:41.672931
      

Cross-Outlet Cluster · I.N.K.

Plan stratégique: la Ville de Bécancour veut s’attaquer au vieillissement de ses infrastructures 1 article across outlets

      clustered at 2026-10-19T18:46:15.141461
    

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)

2026-10-19T18:46:15.138315 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
}

2026-10-19T19:58:28.378673 bias_v2_scored

payload

{
  "confidence": 0.383,
  "ensemble_band": "center-right",
  "ensemble_score": 0.268,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.268
}

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