Audit Trail · Article #2367197

Poilievre defends referendum, promotes pro-Canada vote

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-19T22:36:01.023640 · ingested 2026-10-19T20:36:01.023640

Bias Analysis · B.I.A.S.

CENTER score: -0.40 confidence: 85% vv3

The article presents a conservative perspective, defending the referendum and promoting unity under the Conservative leader's leadership.

Trigger phrases: federal Conservative leader Pierre Poilievre defendspromotes pro-Canada votehealing the divisions

      computed at 2026-10-19T20:55:21.828028
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.453 confidence: 65% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T20:51:31.975489-04:00
    

Ensemble (heuristic + ML v2)

RIGHT score: 0.727

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-19T20:55:21.828028

Tier-2 at: 2026-10-19T20:55:21.828028

AI analyzed: ✓ at 2026-10-19T20:55:21.828028

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Pierre Poilievre hopes for a strong result from the referendum in Canada.

        fact_v1 · 2026-10-19T20:55:28.923614
      

unverified Some critics argue the referendum is costly and could weaken national unity.

        fact_v1 · 2026-10-19T20:55:28.923614
      

unverified Poilievre acknowledges concerns separatists have with Ottawa regarding grievances.

        fact_v1 · 2026-10-19T20:55:28.923614
      

Cross-Outlet Cluster · I.N.K.

Poilievre defends referendum, promotes pro-Canada vote 1 article across outlets

      clustered at 2026-10-19T20:36:01.039049
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (2 events)

2026-10-19T20:36:01.023640 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: poilievre(+0.50\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 13757
}

2026-10-19T20:51:31.975489 bias_v2_scored

payload

{
  "confidence": 0.647,
  "ensemble_band": "right",
  "ensemble_score": 0.727,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.453
}

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