Audit Trail · Article #1243126

Access to cycling is unfair across Canadian cities

Source article ↗ · The Conversation Canada · outlet lean: center-left · owner: The Conversation (academic) (non_profit)

published 2026-07-23T16:22:58 · ingested 2026-07-23T17:38:22.651547

Bias Analysis · B.I.A.S.

LEFT score: -0.40 confidence: 80% vv3

The article focuses on social equity issues related to cycling infrastructure, which is typically associated with progressive policies.

Trigger phrases: equity gapsracialized people

      computed at 2026-07-23T18:33:24.635112
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-07-23T14:37:49.833552-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-07-23T18:33:24.635112

Tier-2 at: 2026-07-23T18:33:24.635112

AI analyzed: ✓ at 2026-07-23T18:33:24.635112

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Neighbourhoods with more children, older adults and racialized people tend to benefit less from new cycling infrastructure compared to others.

        fact_v1 · 2026-07-23T18:33:47.839953
      

unverified Inadequate cycling infrastructure is a significant barrier for many Canadians who want to increase their cycling frequency.

        fact_v1 · 2026-07-23T18:33:47.839953
      

unverified No verifiable claims detected.

        fact_v1 · 2026-07-23T19:14:18.214389
      

Cross-Outlet Cluster · I.N.K.

Access to cycling is unfair across Canadian cities 1 article across outlets

      clustered at 2026-07-23T17:38:23.377697
    

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)

2026-07-23T17:38:22.651547 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: researchers(+0.00\u00d71)",
    "score": 0.0
  },
  "source_id": 13769
}

2026-07-23T18:37:49.833552 bias_v2_scored

payload

{
  "confidence": 0.46,
  "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.