Audit Trail · Article #2558087

World leaders set out clashing priorities at COP31 leaving negotiators with an uphill battle

Source article ↗ · The Globe and Mail · outlet lean: center · owner: Globe and Mail Inc. (Woodbridge) (corporate)

published 2026-11-12T15:18:02 · ingested 2026-11-12T10:26:13.556483

Bias Analysis · B.I.A.S.

LEFT score: -1.00 confidence: 80% vv3

triggers: global warming(-0.15×1)

Trigger phrases: small island statesvulnerableurgent cuts to greenhouse gas emissions

      computed at 2026-11-12T10:26:13.556483
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

ML scoring pending — backlog worker processes ~50 articles per ingest cycle.

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-12T11:10:36.673755

Tier-2 at: —

AI analyzed: ✓ at 2026-11-12T10:30:07.389583

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Small island states urged immediate reductions in greenhouse gas emissions due to rising sea levels caused by global warming.

        V.E.R.I.F.Y. · 2026-11-12T11:10:36.658940
      

Cross-Outlet Cluster · I.N.K.

World leaders set out clashing priorities at COP31 leaving negotiators with an uphill battle 1 article across outlets

      clustered at 2026-11-12T10:26:13.571370
    

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': 2, 'grade': 'A+', 'note': 'below minimum volume (2 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 · 2 events tracked

Raw Audit Trail (1 event)

2026-11-12T10:26:13.556483 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: global warming(-0.15\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 488
}

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