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Calgary Herald 🏢 Postmedia 📍 AB Jun 24, 2026 · 4 min read Quick Score ○ Unverifiable View full audit trail → C.R.E.E.D. audited

Calgary conman who targeted student aid programs handed prison sentence for fraud and uttering forged documents

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B.I.A.S. ANALYSIS
CENTER
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3) 0.00 · CENTER
ML v2 (DistilBERT) 0.286 · RIGHT
Ensemble 0.143 · CENTER
🏦 Source Intelligence
🏢 Corporate · Postmedia
CA
Rolling outlet bias
CENTER
avg 0.003
479 articles tracked
7-day bias trend
LcenterR
🔒
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Article Excerpt
Advertisement 1 This advertisement has not loaded yet, but your article continues below. Breadcrumb Trail Links HomeCrimeLocal News Calgary conman who targeted student aid programs handed prison sentence for fraud and uttering forged documents The judge found the fact the crimes involved identity theft made them more aggravating than fraud offences involving employee theft Author of the article: By Kevin Martin Published Jun 24, 2026 2 minute read Join the conversation The Calgary Courts Centre. Jim Wells/Postmedia file Article content Jail is required for convicted Calgary conman Dave Guyl…
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How we scored this article

WTF uses a two-tier system: every article gets a heuristic bias score from keyword analysis, and priority articles (high overlap across 3+ outlets or strong heuristic signal) get full LLM analysis from B.I.A.S. and V.E.R.I.F.Y.

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