Audit Trail · Article #2398319

Canada, EU working on digital trade agreement ahead of summit next week

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

published 2026-10-23T18:30:15.131269 · ingested 2026-10-23T14:30:15.131269

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The article is a neutral report on ongoing negotiations between Canada and the EU, without evident bias towards either party.

Trigger phrases: International Trade Ministerpush forward negotiations

      computed at 2026-10-23T14:30:15.131269
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.321 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-10-23T14:46:48.225990-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.321

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-23T14:46:45.529102

Tier-2 at: 2026-11-01T00:51:10.885783

AI analyzed: ✓ at 2026-10-23T14:45:22.127844

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Canada, EU working on digital trade agreement ahead of summit next week

The statement is directly supported by the article content.

        A.X.I.O.M. · 2026-11-01T00:51:10.885783
      

Cross-Outlet Cluster · I.N.K.

Canada, EU ‘closing in’ on digital trade deal ahead of summit: minister 3 articles across outlets

      clustered at 2026-10-23T13:39:36.555561
    

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)

2026-10-23T14:30:15.131269 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
}

2026-10-23T14:46:48.225990 bias_v2_scored

payload

{
  "confidence": 0.459,
  "ensemble_band": "center-right",
  "ensemble_score": 0.321,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.321
}

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