Audit Trail · Article #2479046

‘Cart before the horse’: Site prep work approved before development plans in HRM

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)

published 2026-11-02T22:25:29 · ingested 2026-11-02T17:53:29.301497

Bias Analysis · B.I.A.S.

LEFT score: -0.40 confidence: 80% vv3

The article presents criticism from an environmental advocacy group, suggesting a left-leaning bias.

Trigger phrases: 'Cart before the horse''It's really bad planning'

      computed at 2026-11-02T18:08:43.168849
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.284 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-11-02T18:09:30.575086-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.284

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-02T18:08:43.168849

Tier-2 at: 2026-11-02T18:08:43.168849

AI analyzed: ✓ at 2026-11-02T18:08:43.168849

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified 'It's really bad planning, because why clear a site before you have the final design?' said Karen McKendry, the Ecology Action Centre's senior wilderness outreach coordinator.

Rule-based: source_credibility=True, has_stat=False, hedged=True

        heuristic-v1 · 2026-11-02T17:53:29.320247
      

Cross-Outlet Cluster · I.N.K.

‘Cart before the horse’: Site prep work approved before development plans in HRM 1 article across outlets

      clustered at 2026-11-02T17:53:29.310634
    

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)

2026-11-02T17:53:29.301497 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 4
}

2026-11-02T18:09:30.575086 bias_v2_scored

payload

{
  "confidence": 0.405,
  "ensemble_band": "center-right",
  "ensemble_score": 0.284,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.284
}

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