Audit Trail · Article #2415700

Labour allies rally against federal government's plan for possible airport privatization

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-26T20:31:15 · ingested 2026-10-26T17:13:21.168875

Bias Analysis · B.I.A.S.

CENTER score: -0.40 confidence: 85% vv3

The article emphasizes the potential negative impacts on workers and costs to consumers, aligning with labor perspectives.

Trigger phrases: Labour groups took to the streetoppose the potential privatization of Canada’s major airportsOur costs are going to go through the roof

      computed at 2026-10-26T17:29:14.720267
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.486 confidence: 69% valhalla/distilbart-mnli-12-3

      computed at 2026-10-26T17:24:24.000527-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.257

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-26T17:29:14.720267

Tier-2 at: 2026-10-26T17:29:14.720267

AI analyzed: ✓ at 2026-10-26T17:29:14.720267

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Our costs are going to go through the roof because airport improvement fees are currently controlled by both the airport and the government.

        fact_v1 · 2026-10-26T17:29:14.799480
      

unverified As a for-profit company, we'll be trying to make money off of those fees.

        fact_v1 · 2026-10-26T17:29:14.799480
      

Cross-Outlet Cluster · I.N.K.

Labour allies rally against federal government's plan for possible airport privatization 1 article across outlets

      clustered at 2026-10-26T17:13:21.179209
    

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)

2026-10-26T17:13:21.168875 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: privatization(+0.45\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 13757
}

2026-10-26T17:24:24.000527 bias_v2_scored

payload

{
  "confidence": 0.694,
  "ensemble_band": "center-right",
  "ensemble_score": 0.257,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.486
}

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