Audit Trail · Article #459141

Les commotions cérébrales négligées chez les sportives

Source article ↗ · L'actualité · outlet lean: center-left · owner: Mishmash Media (independent)

published 2026-06-03T05:00:00 · ingested 2026-06-03T22:36:29.732682

Bias Analysis · B.I.A.S.

CENTER score: 0.85 confidence: 95% vv3

The article focuses specifically on female athletes in artistic disciplines and their susceptibility to brain injuries, which could potentially perpetuate the stereotype that such injuries are more common or more severe in women. Additionally, the language used ('athlètes féminines', 'disciplines artistiques') may contribute to this bias. This is further supported by the lack of mention or comparison with male athletes in the same sports.

Trigger phrases: Les athlètes fémininesdisciplines artistiques

      computed at 2026-06-04T02:16:01.372930
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 50% valhalla/distilbart-mnli-12-3

      computed at 2026-06-04T01:21:28.130248+00:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-06-04T02:16:01.372930

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.

Les commotions cérébrales négligées chez les sportives 1 article across outlets

      clustered at 2026-06-03T22:36:29.868655
    

Governance — C.R.E.E.D.

A+

overall grade

99.5

By Category

Accountability {'events': 4109, 'grade': 'A+', 'score': 98.6}

Fairness {'events': 240046, 'grade': 'A+', 'score': 100.0}

Privacy {'events': 4230, 'grade': 'A+', 'score': 99.7}

Safety {'events': 919, 'grade': 'A+', 'score': 100.0}

Transparency {'events': 3240, 'grade': 'A+', 'score': 99.1}

Ethics audit by C.R.E.E.D. Institute · 252544 events tracked

Raw Audit Trail (2 events)

2026-06-03T22:36:29.732682 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 13766
}

2026-06-04T01:21:28.130248 bias_v2_scored

payload

{
  "confidence": 0.499,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

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