Audit Trail · Article #2439006

Joly demande que les travailleurs de Stelco soient rappelés «immédiatement»

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

published 2026-10-29T15:34:27 · ingested 2026-10-29T11:58:39.739699

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.40 confidence: 85% vv3

The article primarily focuses on the actions and demands made by a federal minister, which aligns with government policies.

Trigger phrases: ministre de l’Industriegouvernement fédéralengagements pris envers le Canada et les travailleurs canadiens

      computed at 2026-10-29T13:53:20.967918
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.299 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T12:06:14.417709-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.299

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T13:56:08.400217

Tier-2 at: 2026-10-30T03:15:09.135206

AI analyzed: ✓ at 2026-10-29T13:53:20.967918

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

true Mélanie Joly demands that Stelco recall workers immediately.

The article directly states this demand in the context of a letter to Paul Simon, president of Stelco.

        C.H.E.C.K. · 2026-10-30T03:15:09.135206
      

true The recall is presented as the basis for future discussions between the government and Stelco.

Mélanie Joly explicitly states this in her letter to Stelco.

        C.H.E.C.K. · 2026-10-30T03:15:09.135206
      

mixed Stelco has laid off 175 workers due to U.S. tariffs.

While the article mentions the layoffs, it does not provide evidence of the exact reason for them being related to tariffs; this could be a simplified summary or an overgeneralization.

        C.H.E.C.K. · 2026-10-30T03:15:09.135206
      

Cross-Outlet Cluster · I.N.K.

Joly demande que les travailleurs de Stelco soient rappelés «immédiatement» 2 articles across outlets

      clustered at 2026-10-29T11:58:39.742119
    

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)

2026-10-29T11:58:39.739699 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": 592
}

2026-10-29T12:06:14.417709 bias_v2_scored

payload

{
  "confidence": 0.427,
  "ensemble_band": "center-right",
  "ensemble_score": 0.299,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.299
}

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