Audit Trail · Article #758596

Hap Sneddon's Top Picks: iShares MSCI Emerging Markets Index Fund, Pembina Pipeline & Arista Network - BNN Bloomberg

Source article ↗ · BNN Bloomberg · outlet lean: center · owner: Bell Media (corporate)

published 2025-12-09T08:00:00 · ingested 2026-06-22T13:11:04.360046

Bias Analysis · B.I.A.S.

RIGHT score: 1.00 vv3

triggers: pipeline(+0.25×3)

      computed at 2026-06-22T13:11:04.360046
    

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: 2026-06-22T13:42:26.779474

Tier-2 at: —

AI analyzed: ✓ at 2026-06-22T13:42:26.880217

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: —

Scope: national

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Hap Sneddon's Top Picks: iShares MSCI Emerging Markets Index Fund, Pembina Pipeline & Arista Network - BNN Bloomberg 1 article across outlets

      clustered at 2026-06-22T13:11:04.500605
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (1 event)

2026-06-22T13:11:04.360046 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: pipeline(+0.25\u00d73)",
    "score": 1.0
  },
  "source_id": 13768
}

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