Audit Trail · Article #2465697

Bell: Danielle Smith takes her re-election fight to battleground Calgary

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

published 2026-11-01T12:00:56 · ingested 2026-11-01T07:13:56.845979

Bias Analysis · B.I.A.S.

CENTER score: -0.50 confidence: 80% vv3

The article presents a balanced view, discussing both the positive and negative aspects of Premier Smith's campaign in Calgary.

Trigger phrases: needs CalgaryPremier Danielle Smith walks into Calgary city halltrumpets Smith as someone who is 'getting things done'it’s all about the election now

      computed at 2026-11-01T07:44:26.920976
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.469 confidence: 67% valhalla/distilbart-mnli-12-3

      computed at 2026-11-01T07:42:22.921818-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.469

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-01T07:44:26.920976

Tier-2 at: 2026-11-01T07:44:26.920976

AI analyzed: ✓ at 2026-11-01T07:44:26.920976

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified With the referendum in the rear view mirror, Smith now wants to get a second term as premier — and she needs Calgary.

        fact_v1 · 2026-11-01T07:44:27.522419
      

unverified Smith plans to seek re-election for her current position as premier of the region.

        fact_v1 · 2026-11-01T07:44:27.522419
      

Cross-Outlet Cluster · I.N.K.

Bell: Danielle Smith takes her re-election fight to battleground Calgary 1 article across outlets

      clustered at 2026-11-01T07:13:56.856151
    

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)

2026-11-01T07:13:56.845979 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": 13757
}

2026-11-01T07:42:22.921818 bias_v2_scored

payload

{
  "confidence": 0.67,
  "ensemble_band": "center-right",
  "ensemble_score": 0.469,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.469
}

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