Audit Trail · Article #2420439

Cape Breton miner opens up about trauma, addiction, recovery, service

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-10-27T14:40:28 · ingested 2026-10-27T11:00:53.568019

Bias Analysis · B.I.A.S.

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

The article presents a personal narrative without much critical analysis or external verification, which could be seen as slightly favoring the author's perspective.

Trigger phrases: promoting his recently published memoir

      computed at 2026-10-27T11:00:53.568019
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.238 confidence: 34% valhalla/distilbart-mnli-12-3

      computed at 2026-10-27T11:10:50.892854-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.238

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-27T11:10:15.972033

Tier-2 at: 2026-10-27T11:31:25.438339

AI analyzed: ✓ at 2026-10-27T11:10:15.972033

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

true Hughie MacArthur initially did not want to become a coal miner but was pressured by family expectations.

The article directly quotes MacArthur describing his reluctance and the pressure from his father.

        R.A.N.G.E.R. · 2026-10-27T11:31:25.438339
      

true MacArthur started in mining with minimal training, working on dangerous conditions.

The author’s own words describe his initial training and the hazardous conditions he faced.

        R.A.N.G.E.R. · 2026-10-27T11:31:25.438339
      

true MacArthur experienced trauma, addiction, recovery, and service as part of his life journey.

These themes are explicitly mentioned in the article title and within MacArthur's own narrative.

        R.A.N.G.E.R. · 2026-10-27T11:31:25.438339
      

Cross-Outlet Cluster · I.N.K.

Cape Breton miner opens up about trauma, addiction, recovery, service 1 article across outlets

      clustered at 2026-10-27T11:00:53.577626
    

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)

2026-10-27T11:00:53.568019 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": 13771
}

2026-10-27T11:10:50.892854 bias_v2_scored

payload

{
  "confidence": 0.34,
  "ensemble_band": "center-left",
  "ensemble_score": -0.238,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.238
}

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