Audit Trail · Article #823699

Au centre-ville avec un fusil à plomb, il avoue que c’était stupide - Le Droit

Source article ↗ · Le Droit · outlet lean: center-left · owner: Coopérative nationale de l'information indépendante (non_profit)

published 2026-06-26T18:58:00 · ingested 2026-06-27T03:55:53.321794

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

      computed at 2026-06-27T04:23:13.662606
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.307 confidence: 44% valhalla/distilbart-mnli-12-3

      computed at 2026-06-27T04:19:57.118819+00:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.153

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-06-27T04:23:13.662606

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Au centre-ville avec un fusil à plomb, il avoue que c’était stupide - Le Droit 1 article across outlets

      clustered at 2026-06-27T03:55:53.467187
    

Governance — C.R.E.E.D.

A+

overall grade

99.6

By Category

Accountability {'events': 1760, 'grade': 'A+', 'score': 98.3}

Environmental {'events': 2, 'grade': 'F', 'note': 'insufficient data (2 events; minimum 100 to count toward overall)', 'provisional': True, 'score': 40.0}

Fairness {'events': 204278, 'grade': 'A+', 'score': 100.0}

Privacy {'events': 7753, 'grade': 'A+', 'score': 99.9}

Safety {'events': 528, 'grade': 'A+', 'score': 100.0}

Transparency {'events': 3409, 'grade': 'A+', 'score': 99.7}

Ethics audit by C.R.E.E.D. Institute · 217862 events tracked

Raw Audit Trail (2 events)

2026-06-27T03:55:53.321794 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 14344
}

2026-06-27T04:19:57.118819 bias_v2_scored

payload

{
  "confidence": 0.438,
  "ensemble_band": "center",
  "ensemble_score": 0.153,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.307
}

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