Audit Trail · Article #2428493

Democracy requires that we show up

Source article ↗ · Halifax Examiner · outlet lean: left · owner: Halifax Examiner Inc (independent)

published 2026-10-28T13:22:27 · ingested 2026-10-28T09:39:46.314638

Bias Analysis · B.I.A.S.

CENTER score: 0.20 vv3

The article presents a balanced view on the importance of public participation in democracy and does not lean significantly towards any political bias.

Trigger phrases: democracy requires that we show upsuch in-person sessions are a great idea

      computed at 2026-10-28T09:39:46.314638
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.313 confidence: 45% valhalla/distilbart-mnli-12-3

      computed at 2026-10-28T09:53:09.503146-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.313

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-28T09:54:40.318225

Tier-2 at: 2026-10-28T10:22:38.453264

AI analyzed: ✓ at 2026-10-28T09:54:40.318225

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

true Low turnout at budget consultations

The article explicitly mentions the low turnout and provides specific numbers for two of the three sessions.

        P.R.O.O.F. · 2026-10-28T10:22:38.453264
      

true People had lots to say about housing, recreation, culture, and more

The author reports that people expressed opinions on various topics at the budget consultations.

        P.R.O.O.F. · 2026-10-28T10:22:38.453264
      

mixed Social media affects local politics negatively

While there is mention of social media's negative effects, no specific data or examples are provided to fully support this claim.

        P.R.O.O.F. · 2026-10-28T10:22:38.453264
      

Cross-Outlet Cluster · I.N.K.

Democracy requires that we show up 1 article across outlets

      clustered at 2026-10-28T09:39:46.321903
    

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)

2026-10-28T09:39:46.314638 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": 14337
}

2026-10-28T09:53:09.503146 bias_v2_scored

payload

{
  "confidence": 0.447,
  "ensemble_band": "center-right",
  "ensemble_score": 0.313,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.313
}

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