Audit Trail · Article #2542542

N.S. group apologizes for including woman convicted in a brutal killing on a panel

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

published 2026-11-10T22:04:18 · ingested 2026-11-10T17:26:10.219308

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 95% vv3

The text is a brief, factual report of an apology and the background of the individual involved. It uses neutral language to convey the events without editorializing.

      computed at 2026-11-10T17:29:16.108079
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

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

Analysis Tier

Tier: quick_v1_failed+full

Tier-1 at: —

Tier-2 at: 2026-11-10T17:29:16.108079

AI analyzed: ✓ at 2026-11-10T17:29:16.108079

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Shephard was sentenced to 12 years in jail after she pleaded guilty to manslaughter and arson in the death of Baylee Wylie.

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

        heuristic-v1 · 2026-11-10T17:26:10.309108
      

Cross-Outlet Cluster · I.N.K.

Nova Scotia group apologizes for including killer on Halifax panel to discuss support after violence 4 articles across outlets

      clustered at 2026-11-10T09:58:33.622235
    

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 (1 event)

2026-11-10T17:26:10.219308 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.