Audit Trail · Article #2375294

Albanian police clash with anti-government protesters for an 8th day - Toronto Star

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

published 2026-10-20T16:02:58.366256 · ingested 2026-10-20T14:02:58.366256

Bias Analysis · B.I.A.S.

LEFT score: -0.40 confidence: 80% vv3

The article focuses on a political conflict and mentions ongoing clashes, which could be interpreted as criticism of the government's handling of protests.

Trigger phrases: clash withanti-government protesters

      computed at 2026-10-20T14:21:49.618885
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.361 confidence: 52% valhalla/distilbart-mnli-12-3

      computed at 2026-10-20T14:22:30.225839-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.361

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-20T14:22:10.525248

Tier-2 at: 2026-10-20T14:21:49.618885

AI analyzed: ✓ at 2026-10-20T14:21:49.618885

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (5)

unverified Albanian police clashed with anti-government protesters over the past eight days.

        fact_v1 · 2026-10-20T14:21:56.522384
      

unverified This situation is related to a protest against an unspecified government in Albania.

        fact_v1 · 2026-10-20T14:21:56.522384
      

unverified The clash has been ongoing for an eighth day.

        fact_v1 · 2026-10-20T14:21:56.522384
      

unverified Albanian police have clashed with anti-government protesters for the past eight days.

        V.E.R.I.F.Y. · 2026-10-20T14:22:10.507830
      

unverified The clash is taking place in a city other than Toronto.

        V.E.R.I.F.Y. · 2026-10-20T14:22:10.507830
      

Cross-Outlet Cluster · I.N.K.

Albanian police clash with anti-government protesters for an 8th day 2 articles across outlets

      clustered at 2026-10-20T12:28:50.365616
    

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)

2026-10-20T14:02:58.366256 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": 486
}

2026-10-20T14:22:30.225839 bias_v2_scored

payload

{
  "confidence": 0.515,
  "ensemble_band": "center-left",
  "ensemble_score": -0.361,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.361
}

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