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Audit Trail · Article #2484813

PAM FRAMPTON: Martha Stewart’s mea culpa too little, too late

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)
published 2026-11-03T11:49:01 · ingested 2026-11-03T06:53:40.210632
Bias Analysis · B.I.A.S.
LEFT score: -0.80 confidence: 90% vv3
The article strongly criticizes Martha Stewart's actions and does not present a balanced view, focusing on the negative aspects.
Trigger phrases: poor tasteoffensivecontemptuous
computed at 2026-11-03T06:53:40.210632
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.308 confidence: 44% valhalla/distilbart-mnli-12-3
computed at 2026-11-03T07:07:55.877095-05:00
Ensemble (heuristic + ML v2)
CENTER LEFT score: -0.308
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-03T07:10:11.593429
Tier-2 at: 2026-11-03T07:34:31.743168
AI analyzed: ✗
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: NS
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Martha Stewart dressed up as a homeless person for Halloween.
The article provides a detailed description of the photo and the costume.
C.H.E.C.K. · 2026-11-03T07:34:31.743168
true The photo was deleted after backlash.
The article mentions that the photo was promptly removed following criticism.
C.H.E.C.K. · 2026-11-03T07:34:31.743168
mixed Stewart attempted to justify her actions by stating it was for awareness of homelessness.
While Stewart did issue a statement, the author dismisses this as insincere and unconvincing.
C.H.E.C.K. · 2026-11-03T07:34:31.743168
Cross-Outlet Cluster · I.N.K.
PAM FRAMPTON: Martha Stewart’s mea culpa too little, too late 1 article across outlets
clustered at 2026-11-03T06:53:40.217682
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)
  1. 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
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.439,
  "ensemble_band": "center-left",
  "ensemble_score": -0.308,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.308
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.