Audit Trail · Article #2367665

Un demandeur d’asile risque l’expulsion à deux mois et demi de la naissance de son enfant

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)

published 2026-10-19T23:53:58.067577 · ingested 2026-10-19T21:53:58.067577

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-19T21:53:58.067577
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.268 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T21:57:37.979173-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.268

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-19T22:04:55.831860

Tier-2 at: —

AI analyzed: ✓ at 2026-10-19T21:57:41.074768

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified An asylum seeker in Canada risks expulsion within two months and a half of giving birth to their child.

        V.E.R.I.F.Y. · 2026-10-19T22:04:55.826192
      

unverified The applicant is from Ecuador and entered the country through Roxham in February 2023.

        V.E.R.I.F.Y. · 2026-10-19T22:04:55.826192
      

unverified Their application for asylum was rejected twice, both times by the Canadian Federal Court.

        V.E.R.I.F.Y. · 2026-10-19T22:04:55.826192
      

Cross-Outlet Cluster · I.N.K.

Un demandeur d’asile risque l’expulsion à deux mois et demi de la naissance de son enfant 1 article across outlets

      clustered at 2026-10-19T21:53:58.074451
    

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 (2 events)

2026-10-19T21:53:58.067577 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": 592
}

2026-10-19T21:57:37.979173 bias_v2_scored

payload

{
  "confidence": 0.383,
  "ensemble_band": "center-right",
  "ensemble_score": 0.268,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.268
}

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