Audit Trail · Article #2385653

Canadian news publishers worried about Meta’s new terms of service

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)

published 2026-10-21T20:41:35 · ingested 2026-10-21T17:01:04.202502

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-10-21T17:01:04.202502
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.315 confidence: 45% valhalla/distilbart-mnli-12-3

      computed at 2026-10-21T17:11:05.129520-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.315

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-21T17:12:03.832715

Tier-2 at: —

AI analyzed: ✓ at 2026-10-21T17:10:22.130819

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Canadian news publishers are concerned about changes to the terms of service for Meta.

        fact_v1 · 2026-10-21T17:10:27.332398
      

unverified The new terms of service could impact how media outlets interact with users on social media platforms.

        fact_v1 · 2026-10-21T17:10:27.332398
      

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-10-21T17:12:03.829387
      

Cross-Outlet Cluster · I.N.K.

Canadian news publishers worried about Meta’s new terms of service 1 article across outlets

      clustered at 2026-10-21T17:01:04.243512
    

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)

2026-10-21T17:01:04.202502 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": 13761
}

2026-10-21T17:11:05.129520 bias_v2_scored

payload

{
  "confidence": 0.45,
  "ensemble_band": "center-left",
  "ensemble_score": -0.315,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.315
}

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