Audit Trail · Article #2488647

Carney holds news conference at Commonwealth meeting

Source article ↗ · CBC English Top Stories · outlet lean: center-left · owner: CBC/Radio-Canada (public)

published 2026-11-03T21:35:00 · ingested 2026-11-03T16:53:29.247232

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 90% vv3

The article is a neutral report on an official event without any clear political bias or agenda.

Trigger phrases: Prime Minister Mark CarneyCommonwealth Heads of Government Meeting

      computed at 2026-11-03T16:53:29.247232
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.287 confidence: 41% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T17:06:57.167309-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.357

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T16:57:48.657120

Tier-2 at: 2026-11-03T17:03:58.276899

AI analyzed: ✓ at 2026-11-03T16:57:48.659312

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Carney holds news conference at Commonwealth meeting

The event is reported as occurring, and Carney’s role as Prime Minister is accurate.

        P.R.O.O.F. · 2026-11-03T17:03:58.276899
      

Cross-Outlet Cluster · I.N.K.

Carney meeting with Commonwealth leaders in Antigua and Barbuda 4 articles across outlets

      clustered at 2026-11-03T09:53:42.327213
    

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)

2026-11-03T16:53:29.247232 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: mark carney(-0.15\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 1
}

2026-11-03T17:06:57.167309 bias_v2_scored

payload

{
  "confidence": 0.41,
  "ensemble_band": "center-left",
  "ensemble_score": -0.357,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.287
}

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