Audit Trail · Article #2377808

Using AI to fact check - CTV News

Source article ↗ · CTV News · outlet lean: center · owner: Bell Media (corporate)

published 2026-10-20T21:23:18.449589 · ingested 2026-10-20T19:23:18.449589

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-20T19:23:18.449589
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 48% valhalla/distilbart-mnli-12-3

      computed at 2026-10-20T19:35:26.029427-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-20T19:35:19.540399

Tier-2 at: —

AI analyzed: ✓ at 2026-10-20T19:35:19.540399

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified CTV News is using artificial intelligence for fact checking.

        fact_v1 · 2026-10-20T19:35:23.833804
      

unverified The purpose of using AI in fact checking is to enhance the accuracy and reliability of news content.

        fact_v1 · 2026-10-20T19:35:23.833804
      

Cross-Outlet Cluster · I.N.K.

Protest outside N.B. legislature - CTV News 8 articles across outlets

      clustered at 2026-10-20T17:41:08.130229
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (2 events)

2026-10-20T19:23:18.449589 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": 485
}

2026-10-20T19:35:26.029427 bias_v2_scored

payload

{
  "confidence": 0.481,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

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