Audit Trail · Article #2557266

Anti-child porn group fights to remove 'countless' online images from Canada's most prolific voyeur

Source article ↗ · CBC English Top Stories · outlet lean: center-left · owner: CBC/Radio-Canada (public)

published 2026-11-12T11:00:00 · ingested 2026-11-12T08:26:09.474747

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-11-12T08:26:09.474747
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

ML scoring pending — backlog worker processes ~50 articles per ingest cycle.

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-12T15:53:00.961621

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Even as Yin Yeung Derek Chan went to prison earlier this year, the actions of Canada's most prolific voyeur continued to "irrevocably scar" the lives of victims, a judge said

Rule-based: source_credibility=True, has_stat=False, hedged=True

        heuristic-v1 · 2026-11-12T08:26:09.495643
      

true Chan had uploaded many of the "countless" videos and images secretly recorded of at least 652 women and children online.

Rule-based: source_credibility=True, has_stat=True, hedged=False

        heuristic-v1 · 2026-11-12T08:26:09.495643
      

Cross-Outlet Cluster · I.N.K.

Anti-child porn group fights to remove 'countless' online images from Canada's most prolific voyeur 1 article across outlets

      clustered at 2026-11-12T08:26:09.486272
    

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': 2, 'grade': 'A+', 'note': 'below minimum volume (2 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 · 2 events tracked

Raw Audit Trail (1 event)

2026-11-12T08:26:09.474747 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": 1
}

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