Audit Trail · Article #2448130

Study shows huge drop in cross-border spending by British Columbians in Washington's Whatcom County

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-30T13:00:27 · ingested 2026-10-30T09:29:52.523081

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 85% vv3

The article presents factual data without overt bias, but the significant drop in numbers might influence readers negatively.

Trigger phrases: huge dropfallen from

      computed at 2026-10-30T09:42:01.413504
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.251 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-10-30T10:21:40.015408-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.025

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-30T09:42:01.413504

Tier-2 at: 2026-10-30T09:42:01.413504

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified The report found that Canadian shopping visits have fallen from 1.8 million in 2019 to 510,000 in 2025

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

        heuristic-v1 · 2026-10-30T09:29:52.544137
      

Cross-Outlet Cluster · I.N.K.

Study shows huge drop in cross-border spending by British Columbians in Washington's Whatcom County 1 article across outlets

      clustered at 2026-10-30T09:29:52.533614
    

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)

2026-10-30T09:29:52.523081 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: study shows(+0.00\u00d73)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 593
}

2026-10-30T10:21:40.015408 bias_v2_scored

payload

{
  "confidence": 0.358,
  "ensemble_band": "center",
  "ensemble_score": 0.025,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.251
}

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