Audit Trail · Article #2543399

À six mois de la présidentielle française, les médias sur la corde raide

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

published 2026-11-10T23:42:50 · ingested 2026-11-10T19:26:19.595422

Bias Analysis · B.I.A.S.

CENTER score: -0.30 confidence: 85% vv3

Le Devoir, a reputable Montreal-based daily, reports factual incidents in France with measured language. The article focuses on press freedom violations without overt editorializing, but highlights journalist safety concerns, which may reflect a progressive stance on civil liberties. The tone is neutral yet emphasizes systemic risks to free speech.

Trigger phrases: les médias sur la corde raideReporters sans frontières44 violences physiques

      computed at 2026-11-10T19:30:12.446675
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

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

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-10T19:30:12.446675

Tier-2 at: 2026-11-10T19:30:12.446675

AI analyzed: ✓ at 2026-11-10T19:30:12.446675

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Reporters sans frontières a recensé 71 cas de journalistes entravés en manifestation, dont 44 violences physiques.

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

        heuristic-v1 · 2026-11-10T19:26:19.636262
      

Cross-Outlet Cluster · I.N.K.

À six mois de la présidentielle française, les médias sur la corde raide 1 article across outlets

      clustered at 2026-11-10T19:26:19.628388
    

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 (1 event)

2026-11-10T19:26:19.595422 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
}

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