Simon Fraser University Pipe Band wins World Pipe Band Championships in Scotland
Original article ↗ 🔒 Paywalled source — limited preview availableB.I.A.S. ANALYSIS
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LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
0.20 · CENTER
ML v2 (DistilBERT)
0.306 · RIGHT
Ensemble
0.253 · CENTER RIGHT
🏦 Source Intelligence
Rolling outlet bias
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avg -0.032
3,626 articles tracked
7-day bias trend
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Article Excerpt
For the first time in 17 years, the Simon Fraser University Pipe Band has won the global title at the World Pipe Band Championships held in Glasgow, Scotland.
Read full article at CBC English Top Stories ↗
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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Aug 17, 2026