Next wave of byelections taking shape, with Boulerice’s seat expected to be competitive
Original article ↗B.I.A.S. ANALYSIS
LEFT
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
-1.00 · LEFT
ML v2 (DistilBERT)
-0.357 · LEFT
Ensemble
-0.678 · LEFT
🏦 Source Intelligence
Rolling outlet bias
CENTER
avg -0.034
654 articles tracked
7-day bias trend
LcenterR
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Article Excerpt
Races in Quebec, Ontario and B.C. could offer an opportunity for the Liberals to grow their slim majority in the House of Commons or provide a needed victory for the opposition parties.
Read full article at iPolitics ↗
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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Apr 30, 2026