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Audit Trail · Article #2493949

Bell: Danielle Smith's wake-up call — poll finds NDP would win an Alberta election today

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)
published 2026-11-04T11:00:51 · ingested 2026-11-04T06:23:39.824664
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.40 confidence: 85% vv3
The article leans towards the NDP and critiques Danielle Smith's leadership, potentially favoring the opposition party.
Trigger phrases: UCP can loseif the election was tomorrow they would lose
computed at 2026-11-04T06:23:39.824664
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.287 confidence: 41% valhalla/distilbart-mnli-12-3
computed at 2026-11-04T07:45:33.467207-05:00
Ensemble (heuristic + ML v2)
LEFT score: -0.643
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-04T08:49:49.764616
Tier-2 at: 2026-11-04T08:58:24.601477
AI analyzed: ✓ at 2026-11-04T08:49:49.764616
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: AB
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true ThinkHQ Public Affairs number-cruncher Marc Henry predicts that the UCP could lose an Alberta election if held today.
The quote from Marc Henry is a direct statement of his prediction, which adds credibility to the claim.
T.A.L.O.N. · 2026-11-04T08:58:24.601477
true Premier Danielle Smith’s approval sits at 39 per cent while Naheed Nenshi has a 44 per cent approval rating.
The approval ratings are presented as factual data from ThinkHQ, which is cited as a reputable source.
T.A.L.O.N. · 2026-11-04T08:58:24.601477
true In the greater Calgary area, Smith is 11 percentage points behind Nenshi with an edge in the city of Calgary.
The specific numerical differences are directly stated and attributed to data from ThinkHQ.
T.A.L.O.N. · 2026-11-04T08:58:24.601477
Cross-Outlet Cluster · I.N.K.
Bell: Danielle Smith's wake-up call — poll finds NDP would win an Alberta election today 1 article across outlets
clustered at 2026-11-04T06:23:39.836671
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)
  1. ingested
    payload 
    {
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13757
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.411,
  "ensemble_band": "left",
  "ensemble_score": -0.643,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.287
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.