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Audit Trail · Article #2446416

Quebec farmers say proposed high-speed rail threatens their land, livelihoods

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)
published 2026-10-30T09:00:50 · ingested 2026-10-30T05:29:36.158378
Bias Analysis · B.I.A.S.
LEFT score: -0.50 confidence: 80% vv3
The article focuses on the concerns and opinions of local farmers, presenting them as a counterpoint to potential economic benefits of high-speed rail.
Trigger phrases: Quebec farmers saythreatens their land, livelihoods
computed at 2026-10-30T05:52:58.633393
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT score: 0.332 confidence: 48% valhalla/distilbart-mnli-12-3
computed at 2026-10-30T05:54:03.116329-04:00
Ensemble (heuristic + ML v2)
CENTER RIGHT score: 0.332
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-30T05:55:49.429855
Tier-2 at: 2026-10-30T06:05:38.341271
AI analyzed: ✓ at 2026-10-30T05:52:58.633393
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: ON
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Farmers and local elected officials in Repentigny, Que., are calling for a proposed high-speed rail project to be scrapped over concerns it could cut through agricultural land and threaten their livelihoods.
The article directly quotes farmers expressing these concerns.
C.O.N.D.U.I.T. · 2026-10-30T06:05:38.341271
true Alary says he fears the proposed rail line could divide his property and fundamentally change his family's way of life.
The farmer is quoted explicitly stating this concern.
C.O.N.D.U.I.T. · 2026-10-30T06:05:38.341271
true Opposition is also coming from the regional farmers’ union, which believes the project will significantly affect their members' operations.
The article directly quotes a representative of the Union des producteurs agricoles expressing this view.
C.O.N.D.U.I.T. · 2026-10-30T06:05:38.341271
Cross-Outlet Cluster · I.N.K.
Quebec farmers say proposed high-speed rail threatens their land, livelihoods 1 article across outlets
clustered at 2026-10-30T05:29:36.167820
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)
  1. 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": 4
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.475,
  "ensemble_band": "center-right",
  "ensemble_score": 0.332,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.332
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.