Audit Trail · Article #2419934

beabadoobee in Vancouver: What to know before you go to the concert

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-27T13:00:16 · ingested 2026-10-27T09:18:54.735413

Bias Analysis · B.I.A.S.

CENTER score: 0.20 confidence: 85% vv3

The review is informative and provides practical details for concert-goers, but it includes a pop-up advertisement which might slightly bias the content.

Trigger phrases: buying through us may earn us a commissionadvertisement has not loaded yet

      computed at 2026-10-27T09:43:10.779850
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.252 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-10-27T09:37:42.980633-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.252

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-27T09:43:10.779850

Tier-2 at: 2026-10-27T09:43:10.779850

AI analyzed: ✓ at 2026-10-27T09:43:10.779850

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified The Beabadaoo bee concert is scheduled at the Vancouver Convention Centre on September 10th.

        fact_v1 · 2026-10-27T09:43:11.070524
      

unverified Tickets for the event are available online and must be purchased in advance due to limited availability.

        fact_v1 · 2026-10-27T09:43:11.070524
      

unverified Attendees should ensure they have a valid ID with their personal information, as it's required for entry.

        fact_v1 · 2026-10-27T09:43:11.070524
      

Cross-Outlet Cluster · I.N.K.

beabadoobee in Vancouver: What to know before you go to the concert 1 article across outlets

      clustered at 2026-10-27T09:18:54.742876
    

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)

2026-10-27T09:18:54.735413 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": 593
}

2026-10-27T09:37:42.980633 bias_v2_scored

payload

{
  "confidence": 0.36,
  "ensemble_band": "center-left",
  "ensemble_score": -0.252,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.252
}

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