Audit Trail · Article #1567161

Ukraine’s Zelenskyy arrives for first visit to Russia-friendly Serbia - Toronto Star

Source article ↗ · Toronto Star · outlet lean: center-left · owner: Torstar (corporate)

published 2026-08-07T11:58:47 · ingested 2026-08-07T19:26:39.371425

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

      computed at 2026-08-07T21:21:44.282843
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.510 confidence: 73% valhalla/distilbart-mnli-12-3

      computed at 2026-08-07T21:24:42.217564+00:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.255

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-08-07T21:21:44.282843

Geographic Extraction · L.O.C.A.L.

Country: —

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Ukraine’s Zelenskyy arrives for first visit to Russia-friendly Serbia - Toronto Star 1 article across outlets

      clustered at 2026-08-07T19:26:39.520164
    

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)

2026-08-07T19:26:39.371425 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 486
}

2026-08-07T21:24:42.217564 bias_v2_scored

payload

{
  "confidence": 0.729,
  "ensemble_band": "center-right",
  "ensemble_score": 0.255,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.51
}

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