Audit Trail · Article #459154

Le choc d’Ottawa

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

published 2026-06-03T05:00:00 · ingested 2026-06-03T22:36:38.287333

Bias Analysis · B.I.A.S.

CENTER score: -0.60 confidence: 85% vv3

The article is critical of Mark Carney's national approach for an electrified Canadian economy, implying it benefits a Canadian unit at the expense of hydroelectricity. The language used and the critical tone towards Carney suggest a left-leaning bias.

Trigger phrases: L’Approche nationale pour une économie canadienne électrifiée de Mark Carneyoffre publique d’achat hostile de l’hydroélectricité

      computed at 2026-06-04T01:25:36.014750
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.395 confidence: 56% valhalla/distilbart-mnli-12-3

      computed at 2026-06-04T01:20:09.501656+00:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.302

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-06-04T01:25:36.014750

Geographic Extraction · L.O.C.A.L.

Country: —

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Le choc d’Ottawa 1 article across outlets

      clustered at 2026-06-03T22:36:38.425546
    

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)

2026-06-03T22:36:38.287333 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: mark carney(-0.15\u00d71)",
    "score": -1.0
  },
  "source_id": 13766
}

2026-06-04T01:20:09.501656 bias_v2_scored

payload

{
  "confidence": 0.564,
  "ensemble_band": "center-left",
  "ensemble_score": -0.302,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.395
}

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