Audit Trail · Article #2420694

MEET THE MAKER: Retirement hobby turns business for Yarmouth in-laws

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-10-27T13:55:37.045516 · ingested 2026-10-27T11:55:37.045516

Bias Analysis · B.I.A.S.

CENTER score: 0.20 confidence: 80% vv3

The article provides a neutral account of Dan Rouselle and Kelly Orr's business, focusing on their hobby-turned-business without any evident bias.

Trigger phrases: verifiedretired machinisthow-to videos

      computed at 2026-10-27T12:19:03.654735
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 62% valhalla/distilbart-mnli-12-3

      computed at 2026-10-27T12:07:01.675563-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-27T12:19:03.654735

Tier-2 at: 2026-10-27T12:19:03.654735

AI analyzed: ✓ at 2026-10-27T12:19:03.654735

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Dan Rouselle uses a wood lathe to manufacture pens and other products.

        fact_v1 · 2026-10-27T12:19:03.725292
      

unverified Kelly Orr is Dan Rouselle's sister-in-law who assists him in the business venture.

        fact_v1 · 2026-10-27T12:19:03.725292
      

Cross-Outlet Cluster · I.N.K.

MEET THE MAKER: Retirement hobby turns business for Yarmouth in-laws 1 article across outlets

      clustered at 2026-10-27T11:55:37.053728
    

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 (2 events)

2026-10-27T11:55:37.045516 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": 13771
}

2026-10-27T12:07:01.675563 bias_v2_scored

payload

{
  "confidence": 0.625,
  "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.