Audit Trail · Article #2438121

Stelco must recall laid off workers ‘immediately,’ Joly says in new letter

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)

published 2026-10-29T14:04:23 · ingested 2026-10-29T10:15:51.449559

Bias Analysis · B.I.A.S.

CENTER score: -0.50 vv3

The article highlights the potential legal action and job recall demands, which could be seen as supportive of workers' rights.

Trigger phrases: layoff noticeslegal action against the companyfederal government will start

      computed at 2026-10-29T11:03:07.156180
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.263 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T10:16:52.345740-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.263

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T11:03:07.156180

Tier-2 at: 2026-10-29T11:03:07.156180

AI analyzed: ✓ at 2026-10-29T11:03:07.156180

Geographic Extraction · L.O.C.A.L.

Country: US

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (1)

mostly_true 29 addressed to Stelco’s president, Paul Simon, Joly said she expects a 'concrete and credible plan for re-engagement with these workers.'

Rule-based: source_credibility=True, has_stat=True, hedged=True

        heuristic-v1 · 2026-10-29T10:15:51.747285
      

Cross-Outlet Cluster · I.N.K.

Stelco must recall laid off workers ‘immediately,’ Joly says in new letter 1 article across outlets

      clustered at 2026-10-29T10:15:51.550252
    

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)

2026-10-29T10:15:51.449559 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": 4
}

2026-10-29T10:16:52.345740 bias_v2_scored

payload

{
  "confidence": 0.376,
  "ensemble_band": "center-right",
  "ensemble_score": 0.263,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.263
}

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