Audit Trail · Article #2412354

Carney, premiers to meet with First Nations leaders in Ottawa for first time in years

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)

published 2026-10-26T04:45:25.522746 · ingested 2026-10-26T02:45:25.522746

Bias Analysis · B.I.A.S.

LEFT score: -1.00 confidence: 80% vv3

triggers: first nations(-0.20×3)

Trigger phrases: First Nations leaders

      computed at 2026-10-26T02:45:25.522746
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.326 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-10-26T02:59:40.236511-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.337

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-26T03:02:31.704002

Tier-2 at: —

AI analyzed: ✓ at 2026-10-26T02:55:45.519884

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Premiers will meet with First Nations leaders in Ottawa for the first time in years.

        V.E.R.I.F.Y. · 2026-10-26T03:02:31.701749
      

Cross-Outlet Cluster · I.N.K.

Carney, premiers to meet with First Nations leaders in Ottawa for first time in years 8 articles across outlets

      clustered at 2026-10-26T02:45:25.531896
    

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': 2, 'grade': 'A+', 'note': 'below minimum volume (2 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 · 2 events tracked

Raw Audit Trail (2 events)

2026-10-26T02:45:25.522746 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: first nations(-0.20\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13761
}

2026-10-26T02:59:40.236511 bias_v2_scored

payload

{
  "confidence": 0.465,
  "ensemble_band": "center-left",
  "ensemble_score": -0.337,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.326
}

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