Audit Trail · Article #2429669

You can see everything these days, but The Eyes of Ghana is a one-night-only opportunity

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

published 2026-10-28T16:18:07 · ingested 2026-10-28T12:39:54.652504

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 vv3

The article focuses on the challenges faced by a Canadian filmmaker in getting his documentary distributed, highlighting issues within the film industry and the attention economy.

Trigger phrases: challengesattention economydifficult

      computed at 2026-10-28T12:39:54.652504
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.337 confidence: 48% valhalla/distilbart-mnli-12-3

      computed at 2026-10-28T13:02:42.955075-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.337

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-28T12:47:16.029321

Tier-2 at: 2026-10-28T13:08:53.994785

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (2)

true It is difficult for documentarians to get their work out there today.

The article quotes Proudfoot discussing the challenges and persistence required to distribute the film despite having a strong team and backing from Obama.

        P.R.O.O.F. · 2026-10-28T13:08:53.994785
      

true IShowSpeed, an American influencer, is involved as a producer for the documentary.

The article specifically mentions IShowSpeed's involvement in promoting the documentary through his social media platforms.

        P.R.O.O.F. · 2026-10-28T13:08:53.994785
      

Cross-Outlet Cluster · I.N.K.

You can see everything these days, but The Eyes of Ghana is a one-night-only opportunity 1 article across outlets

      clustered at 2026-10-28T12:39:54.665855
    

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)

2026-10-28T12:39:54.652504 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
}

2026-10-28T13:02:42.955075 bias_v2_scored

payload

{
  "confidence": 0.482,
  "ensemble_band": "center-left",
  "ensemble_score": -0.337,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.337
}

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