Audit Trail · Article #2446100

Canada-European Union summit in Montreal concludes today with digital trade on agenda

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

published 2026-10-30T08:00:21 · ingested 2026-10-30T04:29:49.218701

Bias Analysis · B.I.A.S.

LEFT score: -1.00 confidence: 80% vv3

triggers: union(-0.40×3)

Trigger phrases: European Uniondigital trade

      computed at 2026-10-30T04:29:49.218701
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.297 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-10-30T04:55:53.511266-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.352

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-10-30T04:33:52.342631

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Canada-European Union summit in Montreal concludes today with digital trade on agenda 3 articles across outlets

      clustered at 2026-10-30T04:29:49.226030
    

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)

2026-10-30T04:29:49.218701 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: union(-0.40\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13761
}

2026-10-30T04:55:53.511266 bias_v2_scored

payload

{
  "confidence": 0.424,
  "ensemble_band": "center-left",
  "ensemble_score": -0.352,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.297
}

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