Audit Trail · Article #2422259

Milliard ouvert à obliger l’approbation des hausses de loyer par le TAL

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

published 2026-10-27T20:19:53 · ingested 2026-10-27T17:03:22.734100

Bias Analysis · B.I.A.S.

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

The article presents a balanced view, quoting both the PLQ leader and the new Minister of Housing without clear bias towards either party's stance.

Trigger phrases: chef du Parti libéral du Québecministre responsable de l’habitation Elsie Lefebvre

      computed at 2026-10-27T17:13:46.342382
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.262 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-27T17:13:35.738475-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.262

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-27T17:19:06.039890

Tier-2 at: 2026-10-27T17:24:02.812695

AI analyzed: ✓ at 2026-10-27T17:13:46.342382

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true The PLQ leader suggests forcing property owners to get approval from the TAL for rent increases.

Charles Milliard, the PLQ leader, explicitly stated his openness to this measure.

        V.E.T. · 2026-10-27T17:24:02.812695
      

mixed There is an imbalance in supply and demand leading to abuses in rent increases.

While the article mentions this issue, it also notes that the new housing minister did not propose specific measures but rather a general plan for increasing social housing.

        V.E.T. · 2026-10-27T17:24:02.812695
      

Cross-Outlet Cluster · I.N.K.

Milliard ouvert à obliger l’approbation des hausses de loyer par le TAL 1 article across outlets

      clustered at 2026-10-27T17:03:22.824995
    

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)

2026-10-27T17:03:22.734100 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
}

2026-10-27T17:13:35.738475 bias_v2_scored

payload

{
  "confidence": 0.374,
  "ensemble_band": "center-right",
  "ensemble_score": 0.262,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.262
}

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