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Audit Trail · Article #2532365

Mumford and Sons to play Calgary concert during 2027 Stampede - CTV News

Source article ↗ · CTV News · outlet lean: center · owner: Bell Media (corporate)
published 2026-11-09T15:17:44 · ingested 2026-11-09T11:46:39.864091
Bias Analysis · B.I.A.S.
CENTER score: 0.20 confidence: 80% vv3
The article is a straightforward announcement without any clear bias towards a particular political stance or viewpoint.
Trigger phrases: to playconcert during
computed at 2026-11-09T11:59:25.375542
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT score: 0.276 confidence: 39% valhalla/distilbart-mnli-12-3
computed at 2026-11-09T11:57:31.973287-05:00
Ensemble (heuristic + ML v2)
CENTER RIGHT score: 0.276
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-09T11:59:25.375542
Tier-2 at: 2026-11-09T11:59:25.375542
AI analyzed: ✓ at 2026-11-09T11:59:25.375542
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: AB
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (1)
true Mumford and Sons to play Calgary concert during 2027 Stampede CTV News
Rule-based: source_credibility=True, has_stat=True, hedged=False
heuristic-v1 · 2026-11-09T11:46:39.873237
Cross-Outlet Cluster · I.N.K.
Mumford and Sons to play Calgary concert during 2027 Stampede - CTV News 1 article across outlets
clustered at 2026-11-09T11:46:39.867041
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": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 485
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.394,
  "ensemble_band": "center-right",
  "ensemble_score": 0.276,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.276
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.