Audit Trail · Article #2421566

Rêve, Tyler Shaw among Canada’s Eurovision finalists

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

published 2026-10-27T17:37:08.527144 · ingested 2026-10-27T15:37:08.527144

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 80% vv3

The article provides a balanced view without明显的偏差。它客观地报道了加拿大Eurovision决赛选手的信息，但作为CBC/Radio-Canada的官方公告，可能带有轻微的官方立场。

Trigger phrases: official debutpublic broadcaster

      computed at 2026-10-27T15:50:00.777492
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.307 confidence: 44% valhalla/distilbart-mnli-12-3

      computed at 2026-10-27T15:49:50.670894-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.307

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-27T15:53:13.284909

Tier-2 at: 2026-10-27T15:50:00.777492

AI analyzed: ✓ at 2026-10-27T15:50:00.777492

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Quebec vocalist William Cloutier is competing in the Eurovision finals as part of Canada's delegation.

        V.E.R.I.F.Y. · 2026-10-27T15:53:13.183960
      

unverified Ottawa pop-rock artist Talk is also representing Canada at this year’s Eurovision event.

        V.E.R.I.F.Y. · 2026-10-27T15:53:13.183960
      

Cross-Outlet Cluster · I.N.K.

Canada’s Eurovision finalists include Rêve, Tyler Shaw 3 articles across outlets

      clustered at 2026-10-27T15:37:04.417516
    

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 (2 events)

2026-10-27T15:37:08.527144 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": 488
}

2026-10-27T15:49:50.670894 bias_v2_scored

payload

{
  "confidence": 0.439,
  "ensemble_band": "center-right",
  "ensemble_score": 0.307,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.307
}

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