Audit Trail · Article #2486983

Flu season has arrived earlier than normal: Nova Scotia Health again requires masking at all facilities

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-11-03T17:16:36 · ingested 2026-11-03T12:23:50.303757

Bias Analysis · B.I.A.S.

CENTER score: 0.20 confidence: 80% vv3

The article provides a straightforward update on the flu season without明显的偏见。文章主要是提供关于流感季节的更新，没有明显的情感倾向或偏向。

Trigger phrases: Nova Scotia Healthearlier than normal

      computed at 2026-11-03T12:48:02.626525
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T12:43:34.573025-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T12:48:02.626525

Tier-2 at: 2026-11-03T12:48:02.626525

AI analyzed: ✓ at 2026-11-03T12:48:02.626525

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified So far, 233 cases of influenza have been reported for this flu season.

Rule-based: source_credibility=False, has_stat=True, hedged=True

        heuristic-v1 · 2026-11-03T12:23:50.317591
      

Cross-Outlet Cluster · I.N.K.

Flu season has arrived earlier than normal: Nova Scotia Health again requires masking at all facilities 1 article across outlets

      clustered at 2026-11-03T12:23:50.310871
    

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)

2026-11-03T12:23:50.303757 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": 13771
}

2026-11-03T12:43:34.573025 bias_v2_scored

payload

{
  "confidence": 0.455,
  "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.