Audit Trail · Article #686638

Rebel News team warn Liberal bid to fast track lawful access bill is ‘direct assault on parliamentary democracy’

Source article ↗ · iPolitics · outlet lean: center · owner: iPolitics Inc. (independent)

published 2026-06-19T12:57:07 · ingested 2026-06-19T15:55:00.671872

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: liberal(-0.15×3)

      computed at 2026-06-19T15:55:00.671872
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.380 confidence: 54% valhalla/distilbart-mnli-12-3

      computed at 2026-06-19T13:37:15.728496-04:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.690

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-06-19T17:05:29.410456

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified No verifiable claims detected.

        fact_v1 · 2026-06-19T16:54:38.373741
      

unverified No verifiable claims detected.

        fact_v1 · 2026-06-19T17:13:45.498261
      

Cross-Outlet Cluster · I.N.K.

Rebel News team warn Liberal bid to fast track lawful access bill is ‘direct assault on parliamentary democracy’ 1 article across outlets

      clustered at 2026-06-19T15:55:00.995258
    

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)

2026-06-19T15:55:00.671872 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: liberal(-0.15\u00d73)",
    "score": -1.0
  },
  "source_id": 489
}

2026-06-19T17:37:15.728496 bias_v2_scored

payload

{
  "confidence": 0.543,
  "ensemble_band": "left",
  "ensemble_score": -0.69,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.38
}

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