Audit Trail · Article #2216614

L’opposition veut exploiter les failles d’Ottawa en environnement et en droit du travail

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

published 2026-09-29T17:00:32.749565 · ingested 2026-09-29T13:00:32.749565

Bias Analysis · B.I.A.S.

CENTER score: -0.50 confidence: 90% vv3

The article focuses on the opposition parties' stance against Ottawa's policies, suggesting a critical view.

Trigger phrases: opposition wants to exploitdefend workers

      computed at 2026-09-29T13:09:35.794232
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.423 confidence: 60% valhalla/distilbart-mnli-12-3

      computed at 2026-09-29T13:09:45.600478-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.423

Analysis Tier

Tier: quick_v1_failed+full

Tier-1 at: 2026-09-29T13:09:35.794232

Tier-2 at: 2026-09-29T13:12:51.423046

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Les députés du NPD et du PCC affirment qu’ils comptent défendre les intérêts des travailleurs syndiqués.

        fact_v1 · 2026-09-29T13:09:44.594206
      

unverified Les députés du NPD et du PCC affirment qu’ils comptent défendre les intérêts des travailleurs syndiqués.

The claim is an assertion of intent without any attribution to a named source or document. There are no statistics, historical events, attributed quotes, study results, or government actions provided to verify this statement.

        V.E.R.I.F.Y. · 2026-09-29T13:12:51.421336
      

Cross-Outlet Cluster · I.N.K.

L’opposition veut exploiter les failles d’Ottawa en environnement et droit du travail 2 articles across outlets

      clustered at 2026-09-29T11:52:04.364689
    

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)

2026-09-29T13:00:32.749565 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
}

2026-09-29T13:09:45.600478 bias_v2_scored

payload

{
  "confidence": 0.604,
  "ensemble_band": "center-left",
  "ensemble_score": -0.423,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.423
}

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