Audit Trail · Article #1180551

Why search tactics in missing child case must factor in boy's neurodivergency

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-07-20T22:00:15 · ingested 2026-07-20T23:50:44.168694

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

      computed at 2026-07-21T00:34:11.140210
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.236 confidence: 34% valhalla/distilbart-mnli-12-3

      computed at 2026-07-20T20:23:43.697979-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.236

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-07-21T00:33:38.032515

Tier-2 at: 2026-07-21T00:31:05.556656

AI analyzed: ✓ at 2026-07-21T00:34:11.140210

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (5)

unverified No verifiable claims detected.

        fact_v1 · 2026-07-21T00:31:19.753718
      

unverified A child with autism must be considered in search tactics due to their neurodivergent condition.

        V.E.R.I.F.Y. · 2026-07-21T00:33:37.756484
      

unverified Parker is described as an 11-year-old boy who went missing last Thursday morning from his day home on Connaught Drive N.W. in the community of Cambrian Heights.

        V.E.R.I.F.Y. · 2026-07-21T00:33:37.756484
      

unverified As of Monday afternoon, Calgarians are continuing to search for Parker.

        V.E.R.I.F.Y. · 2026-07-21T00:33:37.756484
      

unverified No verifiable claims detected.

        fact_v1 · 2026-07-21T00:43:28.893905
      

Cross-Outlet Cluster · I.N.K.

Why search tactics in missing child case must factor in boy's neurodivergency 1 article across outlets

      clustered at 2026-07-20T23:50:44.452257
    

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)

2026-07-20T23:50:44.168694 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 13757
}

2026-07-21T00:23:43.697979 bias_v2_scored

payload

{
  "confidence": 0.337,
  "ensemble_band": "center",
  "ensemble_score": 0.118,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.236
}

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