Audit Trail · Article #2487130

Teen injured after e-scooter, e-bike riders race through Kerrisdale on Halloween

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

published 2026-11-03T17:25:11 · ingested 2026-11-03T12:53:37.584394

Bias Analysis · B.I.A.S.

CENTER score: 0.20 vv3

The article provides a factual account without overt bias, presenting both the incident and its aftermath in a balanced manner.

Trigger phrases: balanced reportingfactual account

      computed at 2026-11-03T12:53:37.584394
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 35% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T13:24:43.877404-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T13:09:36.782963

Tier-2 at: 2026-11-03T13:34:49.323681

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

true A 15-year-old boy was taken to hospital with minor injuries after he allegedly sped past several stop signs and collided with a vehicle

This detail is directly supported by the article and appears consistent.

        P.R.O.O.F. · 2026-11-03T13:34:49.323681
      

true Vancouver police say several families out trick or treating on Saturday evening waved down officers to report dangerous riding behavior.

The article cites multiple sources, including families and police, which corroborate this claim.

        P.R.O.O.F. · 2026-11-03T13:34:49.323681
      

true E-dirt bikes are not permitted on public streets and highways.

This statement is directly quoted from the article and aligns with official police guidance.

        P.R.O.O.F. · 2026-11-03T13:34:49.323681
      

Cross-Outlet Cluster · I.N.K.

Teen injured after e-scooter, e-bike riders race through Kerrisdale on Halloween 2 articles across outlets

      clustered at 2026-11-03T12:53:37.596549
    

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)

2026-11-03T12:53:37.584394 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
}

2026-11-03T13:24:43.877404 bias_v2_scored

payload

{
  "confidence": 0.349,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "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.