Audit Trail · Article #2354143

Pourquoi la colère contre la vie chère gagne-t-elle les rues de France?

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

published 2026-10-17T18:20:00 · ingested 2026-10-17T15:56:57.329088

Bias Analysis · B.I.A.S.

CENTER score: -0.50 confidence: 80% vv3

The article discusses social unrest and economic issues in France, which is a neutral topic but uses language that suggests public sentiment.

Trigger phrases: colère contre la vie chèremobilisations lycéennes

      computed at 2026-10-17T16:17:35.545335
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.297 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-10-17T16:16:26.352267-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.297

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-17T16:19:53.710811

Tier-2 at: 2026-10-17T16:17:35.545335

AI analyzed: ✓ at 2026-10-17T16:17:35.545335

Geographic Extraction · L.O.C.A.L.

Country: FR

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Dans la foulée des mobilisations lycéennes, les jeunes ont été rejoints samedi par plusieurs groupes de la société.

        V.E.R.I.F.Y. · 2026-10-17T16:19:53.704330
      

unverified Les rues de France sont envahies en raison de la colère contre la vie chère.

        V.E.R.I.F.Y. · 2026-10-17T16:19:53.704330
      

unverified La colère contre la vie chère a atteint ses limites et est en train d'avoir un impact positif sur les ménages.

        V.E.R.I.F.Y. · 2026-10-17T16:19:53.704330
      

Cross-Outlet Cluster · I.N.K.

Pourquoi la colère contre la vie chère gagne-t-elle les rues de France? 1 article across outlets

      clustered at 2026-10-17T15:56:57.339907
    

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 (2 events)

2026-10-17T15:56:57.329088 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
}

2026-10-17T16:16:26.352267 bias_v2_scored

payload

{
  "confidence": 0.424,
  "ensemble_band": "center-left",
  "ensemble_score": -0.297,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.297
}

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