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Audit Trail · Article #2365706

“An absolute waste of time”: Referendum ballots draw mixed feelings from voters in Alberta's oilsands region

Source article ↗ · Edmonton Journal · outlet lean: center-right · owner: Postmedia (corporate)
published 2026-10-19T18:28:35 · ingested 2026-10-19T14:36:40.606663
Bias Analysis · B.I.A.S.
CENTER score: -0.20 confidence: 85% vv3
The article presents a balanced view, highlighting both positive and negative sentiments towards the referendum. It does not lean heavily towards any particular political stance.
Trigger phrases: mixed reactionssome voters saidothers shared their hopes
computed at 2026-10-19T14:46:43.846880
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 46% valhalla/distilbart-mnli-12-3
computed at 2026-10-19T17:26:44.640483-04:00
Ensemble (heuristic + ML v2)
CENTER score: -0.100
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-19T14:46:43.846880
Tier-2 at: 2026-10-19T14:46:43.846880
AI analyzed: ✓ at 2026-10-19T14:46:43.846880
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: AB
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
unverified Referendum ballots in Alberta's oilsands region draw mixed feelings from voters.
fact_v1 · 2026-10-19T14:46:47.141804
unverified Some voters prefer to be elsewhere on a Monday morning compared to the polling stations.
fact_v1 · 2026-10-19T14:46:47.141804
unverified Many Albertans hope for more referendums that give residents a voice in political affairs.
fact_v1 · 2026-10-19T14:46:47.141804
Cross-Outlet Cluster · I.N.K.
“An absolute waste of time”: Referendum ballots draw mixed feelings from voters in Alberta's oilsands region 1 article across outlets
clustered at 2026-10-19T14:36:40.613430
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": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: oilsands(+0.35\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 13758
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.459,
  "ensemble_band": "center",
  "ensemble_score": -0.1,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.