Audit Trail · Article #2342190

Enigmatic rock lyricist Pye Dubois was the silent fifth member of Max Webster

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

published 2026-10-15T23:51:18 · ingested 2026-10-15T21:21:15.586108

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 90% vv3

The article focuses on Pye Dubois, a lyricist for the band Max Webster, without taking sides or expressing a clear bias towards any particular viewpoint.

Trigger phrases: silent fifth memberchief word supplierfull creative partner

      computed at 2026-10-15T22:42:48.570344
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.274 confidence: 39% valhalla/distilbart-mnli-12-3

      computed at 2026-10-15T22:34:47.198109-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.274

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-15T22:42:48.570344

Tier-2 at: 2026-10-15T22:42:48.570344

AI analyzed: ✓ at 2026-10-15T22:42:48.570344

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Pye Dubois was the silent fifth member of Max Webster's rock band.

        fact_v1 · 2026-10-15T22:42:59.598037
      

unverified Max Webster topped the bill at Massey Hall for the first time on June 9, 1977 with Oh War! a progressive-rock protest song.

        fact_v1 · 2026-10-15T22:42:59.598037
      

unverified Reviewers appreciated Pye Dubois' lyrics which were considered surreal and absurd by some, while praising the band's tight set with frontman Kim Mitchell.

        fact_v1 · 2026-10-15T22:42:59.598037
      

Cross-Outlet Cluster · I.N.K.

Enigmatic rock lyricist Pye Dubois was the silent fifth member of Max Webster 1 article across outlets

      clustered at 2026-10-15T21:21:15.594167
    

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)

2026-10-15T21:21:15.586108 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
}

2026-10-15T22:34:47.198109 bias_v2_scored

payload

{
  "confidence": 0.391,
  "ensemble_band": "center-right",
  "ensemble_score": 0.274,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.274
}

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