Audit Trail · Article #1052277

Marty York: Canadians wary of Liberal plan to expedite Gazan visas

Source article ↗ · National Post · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-07-15T10:00:30 · ingested 2026-07-15T11:14:12.056846

Bias Analysis · B.I.A.S.

CENTER score: -0.50 vv3

The article presents a polarized view by highlighting the opposition to the policy while not providing balanced arguments in favor of it, and includes specific statistics that may be emotionally charged.

Trigger phrases: 43 per cent opposedI don’t blame themsignificant public concern

      computed at 2026-07-15T13:17:22.829962
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.288 confidence: 41% valhalla/distilbart-mnli-12-3

      computed at 2026-07-15T07:52:34.393517-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.356

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-07-15T13:17:22.829962

Tier-2 at: 2026-07-15T13:17:22.829962

AI analyzed: ✓ at 2026-07-15T13:17:22.829962

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified No verifiable claims detected.

        fact_v1 · 2026-07-15T13:17:46.768645
      

unverified No verifiable claims detected.

        fact_v1 · 2026-07-15T13:42:19.330324
      

Cross-Outlet Cluster · I.N.K.

Marty York: Canadians wary of Liberal plan to expedite Gazan visas 1 article across outlets

      clustered at 2026-07-15T11:14:12.214957
    

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)

2026-07-15T11:14:12.056846 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: liberal(-0.15\u00d73)",
    "score": -1.0
  },
  "source_id": 487
}

2026-07-15T11:52:34.393517 bias_v2_scored

payload

{
  "confidence": 0.412,
  "ensemble_band": "center-left",
  "ensemble_score": -0.356,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.288
}

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