Audit Trail · Article #2384261

Publisher cuts ties with Quebec author Thélyson Orélien over alleged AI use

Source article ↗ · The Globe and Mail · outlet lean: center · owner: Globe and Mail Inc. (Woodbridge) (corporate)

published 2026-10-21T17:19:51.262866 · ingested 2026-10-21T13:19:51.262866

Bias Analysis · B.I.A.S.

CENTER score: -0.20 vv3

The article presents a balanced view without明显的偏见，既没有过分夸大也没有刻意贬低涉事作者或出版商。触发词包括：‘author Thélyson Orélien has denied using AI’和‘publisher says it will not reprint the book or publish more books by Orélien’.

Trigger phrases: denied using AIwill not reprint the book

      computed at 2026-10-21T13:34:58.774690
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.249 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-10-21T13:31:02.134959-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.249

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-21T13:34:58.774690

Tier-2 at: 2026-10-21T13:34:58.774690

AI analyzed: ✓ at 2026-10-21T13:34:58.774690

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 verifiable claims detected.

        fact_v1 · 2026-10-21T13:35:05.846732
      

Cross-Outlet Cluster · I.N.K.

Publisher cuts ties with Quebec author accused of AI use in award-winning novel 4 articles across outlets

      clustered at 2026-10-21T13:19:43.089660
    

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)

2026-10-21T13:19:51.262866 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": 488
}

2026-10-21T13:31:02.134959 bias_v2_scored

payload

{
  "confidence": 0.356,
  "ensemble_band": "center",
  "ensemble_score": 0.249,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.249
}

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