Audit Trail · Article #2414381

Yukon NDP criticizes government on bill to create Yukon firearms advocate

Source article ↗ · Yukon News · outlet lean: center-right · owner: Black Press Media (corporate)

published 2026-10-26T16:00:00 · ingested 2026-10-26T12:12:54.674180

Bias Analysis · B.I.A.S.

LEFT score: -0.50 confidence: 90% vv3

The review presents the opposition party's perspective on a government proposal, indicating a bias against the government's position.

Trigger phrases: criticizes governmentmany questions remain

      computed at 2026-10-26T12:12:54.674180
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.296 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-10-26T12:25:34.932566-04:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.648

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-26T12:36:47.735230

Tier-2 at: 2026-10-30T23:12:12.382255

AI analyzed: ✓ at 2026-10-26T12:19:17.252179

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: YT

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

mixed The Yukon NDP criticizes the government’s proposal to create a firearms advocate position.

This claim is based on the opposition party's stance, which is inherently disputed by the government.

        V.E.T. · 2026-10-30T23:12:12.382255
      

Cross-Outlet Cluster · I.N.K.

Yukon NDP criticizes government on bill to create Yukon firearms advocate 1 article across outlets

      clustered at 2026-10-26T12:12:54.684402
    

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)

2026-10-26T12:12:54.674180 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 14333
}

2026-10-26T12:25:34.932566 bias_v2_scored

payload

{
  "confidence": 0.422,
  "ensemble_band": "left",
  "ensemble_score": -0.648,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.296
}

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