Audit Trail · Article #2201050

Unions have new leverage, not less, under Liberals' new major projects bill: jobs minister

Source article ↗ · CBC English Top Stories · outlet lean: center-left · owner: CBC/Radio-Canada (public)

published 2026-09-27T08:00:00 · ingested 2026-09-27T05:31:57.186241

Bias Analysis · B.I.A.S.

LEFT score: -1.00 confidence: 80% vv3

triggers: liberals(-0.20×3), unions(-0.40×3)

Trigger phrases: unions will have more leveragenot less

      computed at 2026-09-27T05:31:57.186241
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.279 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-09-27T05:43:21.895638-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.360

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-09-27T05:44:43.494425

Tier-2 at: —

AI analyzed: ✓ at 2026-09-27T05:37:34.780656

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Unions will have more leverage, not less, under the new major projects bill.

        V.E.R.I.F.Y. · 2026-09-27T05:44:43.492807
      

Cross-Outlet Cluster · I.N.K.

Unions have new leverage, not less, under Liberals' new major projects bill: jobs minister 1 article across outlets

      clustered at 2026-09-27T05:31:57.194222
    

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)

2026-09-27T05:31:57.186241 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: liberals(-0.20\u00d73), unions(-0.40\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 1
}

2026-09-27T05:43:21.895638 bias_v2_scored

payload

{
  "confidence": 0.398,
  "ensemble_band": "center-left",
  "ensemble_score": -0.36,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.279
}

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