Audit Trail · Article #2528309

This Budget Is a Gift to Oil and Gas - The Tyee

Source article ↗ · The Tyee · outlet lean: left · owner: Tyee Solutions Society (non_profit)

published 2026-11-09T04:15:13 · ingested 2026-11-08T23:17:09.685541

Bias Analysis · B.I.A.S.

RIGHT score: 1.00 confidence: 80% vv3

triggers: oil and gas(+0.40×3)

Trigger phrases: Gift to Oil and Gas

      computed at 2026-11-08T23:17:09.685541
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.330 confidence: 47% valhalla/distilbart-mnli-12-3

      computed at 2026-11-08T23:28:21.671439-05:00
    

Ensemble (heuristic + ML v2)

RIGHT score: 0.665

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-08T23:33:30.870628

Tier-2 at: 2026-11-08T23:33:30.870628

AI analyzed: ✓ at 2026-11-08T23:22:31.970493

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-11-08T23:33:30.863717
      

Cross-Outlet Cluster · I.N.K.

This Budget Is a Gift to Oil and Gas - The Tyee 1 article across outlets

      clustered at 2026-11-08T23:17:09.693262
    

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)

2026-11-08T23:17:09.685541 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: oil and gas(+0.40\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 13762
}

2026-11-08T23:28:21.671439 bias_v2_scored

payload

{
  "confidence": 0.471,
  "ensemble_band": "right",
  "ensemble_score": 0.665,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.33
}

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