Audit Trail · Article #2507902

Nova Scotia company helps fledgling entrepreneurs access commercial kitchen space and equipment

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

published 2026-11-06T11:00:46 · ingested 2026-11-06T06:44:48.360783

Bias Analysis · B.I.A.S.

RIGHT score: 1.00 vv3

triggers: entrepreneurs(+0.15×3)

      computed at 2026-11-06T06:44:48.360783
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.258 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-11-06T11:19:52.574276-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.629

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-11-06T06:53:26.020682

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Nova Scotia company helps fledgling entrepreneurs access commercial kitchen space and equipment 1 article across outlets

      clustered at 2026-11-06T06:44:48.369753
    

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)

2026-11-06T06:44:48.360783 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: entrepreneurs(+0.15\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 13771
}

2026-11-06T11:19:52.574276 bias_v2_scored

payload

{
  "confidence": 0.368,
  "ensemble_band": "center-right",
  "ensemble_score": 0.629,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.258
}

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