Audit Trail · Article #2431494

Alberta NDP claims 'gerrymandering' in new electoral map, readies legal challenge

Source article ↗ · Edmonton Journal · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-28T20:22:09 · ingested 2026-10-28T16:39:58.834863

Bias Analysis · B.I.A.S.

LEFT score: -0.50 confidence: 80% vv3

The editorial presents claims from the opposition party, implying a left-leaning perspective against the current government.

Trigger phrases: gerrymanderingopposition New Democratslegal challengeshocking and ongoing assault on our democracy

      computed at 2026-10-28T17:11:48.845283
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.337 confidence: 48% valhalla/distilbart-mnli-12-3

      computed at 2026-10-28T17:04:10.164935-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.332

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-28T17:11:48.845283

Tier-2 at: 2026-10-28T17:11:48.845283

AI analyzed: ✓ at 2026-10-28T17:11:48.845283

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified 'Voters are meant to pick their politicians, not politicians their voters,' the NDP's Kathleen Ganley said

Rule-based: source_credibility=False, has_stat=False, hedged=True

        heuristic-v1 · 2026-10-28T16:39:58.847446
      

Cross-Outlet Cluster · I.N.K.

Alberta NDP claims 'gerrymandering' in new electoral map, readies legal challenge 1 article across outlets

      clustered at 2026-10-28T16:39:58.841413
    

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)

2026-10-28T16:39:58.834863 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13758
}

2026-10-28T17:04:10.164935 bias_v2_scored

payload

{
  "confidence": 0.481,
  "ensemble_band": "center-left",
  "ensemble_score": -0.332,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.337
}

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