Audit Trail · Article #458906

Deux voies s’ouvrent pour le Québec

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

published 2026-06-03T04:00:00 · ingested 2026-06-03T22:34:32.496956

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

      computed at 2026-06-04T01:23:10.908871
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

ML scoring pending — backlog worker processes ~50 articles per ingest cycle.

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-06-04T01:23:10.908871

Geographic Extraction · L.O.C.A.L.

Country: —

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Deux voies s’ouvrent pour le Québec 1 article across outlets

      clustered at 2026-06-03T22:34:32.635420
    

Governance — C.R.E.E.D.

A+

overall grade

99.5

By Category

Accountability {'events': 4106, 'grade': 'A+', 'score': 98.6}

Fairness {'events': 239483, 'grade': 'A+', 'score': 100.0}

Privacy {'events': 4206, 'grade': 'A+', 'score': 99.7}

Safety {'events': 917, 'grade': 'A+', 'score': 100.0}

Transparency {'events': 3239, 'grade': 'A+', 'score': 99.1}

Ethics audit by C.R.E.E.D. Institute · 251951 events tracked

Raw Audit Trail (1 event)

2026-06-03T22:34:32.496956 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 592
}

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