Audit Trail · Article #1404196

Les libéraux sont critiqués pour leurs dépenses en dehors du cadre budgétaire

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

published 2026-07-30T22:15:07 · ingested 2026-07-30T23:58:53.353929

Bias Analysis · B.I.A.S.

CENTER score: -0.40 confidence: 80% vv3

The article highlights criticism from the Conservative party, which is typically a right-leaning opposition in Canadian politics.

Trigger phrases: critiquésporte-parole conservateur

      computed at 2026-07-31T00:42:52.755758
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.331 confidence: 47% valhalla/distilbart-mnli-12-3

      computed at 2026-07-30T20:45:02.991258-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.166

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-07-31T00:42:52.755758

Tier-2 at: 2026-07-31T00:42:52.755758

AI analyzed: ✓ at 2026-07-31T00:42:52.755758

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Le gouvernement libéral est critiqué pour ses dépenses en dehors du cadre budgétaire.

        fact_v1 · 2026-07-31T00:43:23.053871
      

unverified Ottawa prévoit d'investir plus de 40 milliards$ dans des dépenses supplémentaires au cours de la prochaine décennie.

        fact_v1 · 2026-07-31T00:43:23.053871
      

unverified No verifiable claims detected.

        fact_v1 · 2026-07-31T00:55:44.263713
      

Cross-Outlet Cluster · I.N.K.

Les libéraux sont critiqués pour leurs dépenses en dehors du cadre budgétaire 1 article across outlets

      clustered at 2026-07-30T23:58:53.638760
    

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)

2026-07-30T23:58:53.353929 ingested

payload

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

2026-07-31T00:45:02.991258 bias_v2_scored

payload

{
  "confidence": 0.472,
  "ensemble_band": "center-left",
  "ensemble_score": -0.166,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.331
}

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