Audit Trail · Article #2396056

U.S. is taking in a lot of Canadians, immigration numbers up 142%

Source article ↗ · National Post · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-23T10:00:23 · ingested 2026-10-23T06:37:53.463366

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The article focuses on a potentially negative outcome (brain drain) but does not present an overtly biased perspective.

Trigger phrases: potential brain drainleaky bucket problem

      computed at 2026-10-23T06:37:53.463366
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-10-23T06:55:42.528889-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-23T06:56:19.313390

Tier-2 at: 2026-11-01T04:39:17.139909

AI analyzed: ✓ at 2026-10-23T06:56:04.328009

Geographic Extraction · L.O.C.A.L.

Country: US

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (3)

true Immigration to the U.S. from Canada has increased by 142%.

The article cites data showing a significant increase in Canadian immigration to the U.S., supporting this claim.

        C.O.N.D.U.I.T. · 2026-11-01T04:39:17.139909
      

mixed A high percentage of highly skilled and educated Canadians are moving to the U.S.

While the group Build Canada provides evidence, the article does not present counterarguments or broader context about Canadian immigration trends.

        C.O.N.D.U.I.T. · 2026-11-01T04:39:17.139909
      

true The wage gap for tech workers is larger in the U.S. compared to Canada.

The article directly states that tech workers typically make 46% more in the U.S., providing a clear and supported claim.

        C.O.N.D.U.I.T. · 2026-11-01T04:39:17.139909
      

Cross-Outlet Cluster · I.N.K.

U.S. is taking in a lot of Canadians, immigration numbers up 142% 1 article across outlets

      clustered at 2026-10-23T06:37:53.474124
    

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)

2026-10-23T06:37:53.463366 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": 487
}

2026-10-23T06:55:42.528889 bias_v2_scored

payload

{
  "confidence": 0.415,
  "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.