Audit Trail · Article #2379974

Cent ans de diplomatie littéraire pour PEN Québec

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

published 2026-10-21T02:28:54.880067 · ingested 2026-10-21T00:28:54.880067

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-21T00:28:54.880067
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.296 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-10-21T00:36:31.829652-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.296

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-21T00:35:54.729832

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified PEN Québec has been offering support to authors worldwide who have faced censorship.

        fact_v1 · 2026-10-21T00:35:58.432384
      

unverified The organization was founded in 1926 and continues its mission of promoting literature.

        fact_v1 · 2026-10-21T00:35:58.432384
      

unverified Cent ans de diplomatie littéraire for PEN Québec refers to the centennial celebration of their work in literary diplomacy.

        fact_v1 · 2026-10-21T00:35:58.432384
      

Cross-Outlet Cluster · I.N.K.

Cent ans de diplomatie littéraire pour PEN Québec 1 article across outlets

      clustered at 2026-10-21T00:28:54.887642
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (2 events)

2026-10-21T00:28:54.880067 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
}

2026-10-21T00:36:31.829652 bias_v2_scored

payload

{
  "confidence": 0.423,
  "ensemble_band": "center-left",
  "ensemble_score": -0.296,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.296
}

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