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Audit Trail · Article #2413508

'No idea how to live': One Albertan's journey out of addiction

Source article ↗ · Edmonton Journal · outlet lean: center-right · owner: Postmedia (corporate)
published 2026-10-26T11:00:38 · ingested 2026-10-26T07:22:14.413482
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 vv3
The article presents a personal story that emphasizes the struggles and recovery journey of an individual, potentially to raise awareness about addiction and rehabilitation.
Trigger phrases: Addicted since age 14criminal recordjourney out of addiction
computed at 2026-10-26T07:22:14.413482
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 38% valhalla/distilbart-mnli-12-3
computed at 2026-10-26T07:33:43.430674-04:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-26T07:33:08.130209
Tier-2 at: 2026-10-31T01:57:38.618472
AI analyzed: ✓ at 2026-10-26T07:33:08.130209
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: AB
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Alex Kalashnikoff has a lengthy criminal record involving possession of stolen goods, threats, and assault.
The article details his past offenses.
A.X.I.O.M. · 2026-10-31T01:57:38.618472
true Kalashnikoff is on a different path after three years of residential therapeutic living and self-honesty.
The author states that Kalashnikoff's journey has taken a different trajectory recently.
A.X.I.O.M. · 2026-10-31T01:57:38.618472
true Kalashnikoff was in a vicious cycle, hurting himself and everyone around him.
This is directly quoted from the subject of the article.
A.X.I.O.M. · 2026-10-31T01:57:38.618472
Cross-Outlet Cluster · I.N.K.
'No idea how to live': One Albertan's journey out of addiction 1 article across outlets
clustered at 2026-10-26T07:22:14.424727
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": 13758
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.382,
  "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.