Audit Trail · Article #2436723

PM Carney heads to Montreal to kick off high-stakes Canada – EU summit

Source article ↗ · iPolitics · outlet lean: center · owner: iPolitics Inc. (independent)

published 2026-10-29T10:33:17 · ingested 2026-10-29T06:45:51.397379

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 85% vv3

The article presents a neutral tone without strong political bias, focusing on factual reporting.

      computed at 2026-10-29T06:45:51.397379
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.317 confidence: 45% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T06:50:34.551034-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.317

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T06:52:19.955295

Tier-2 at: 2026-10-29T07:15:25.133626

AI analyzed: ✓ at 2026-10-29T06:48:21.561372

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true PM Carney heads to Montreal to kick off high-stakes Canada – EU summit

The claim is based on factual reporting and can be verified through official announcements or news reports.

        P.R.O.O.F. · 2026-10-29T07:15:25.133626
      

Cross-Outlet Cluster · I.N.K.

PM Carney heads to Montreal to kick off high-stakes Canada – EU summit 1 article across outlets

      clustered at 2026-10-29T06:45:51.403422
    

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)

2026-10-29T06:45:51.397379 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": 489
}

2026-10-29T06:50:34.551034 bias_v2_scored

payload

{
  "confidence": 0.453,
  "ensemble_band": "center-left",
  "ensemble_score": -0.317,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.317
}

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