Dad’s love of punk rock shaped my childhood
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CENTER
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
0.00 · CENTER
ML v2 (DistilBERT)
-0.277 · LEFT
Ensemble
-0.139 · CENTER
🏦 Source Intelligence
Rolling outlet bias
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avg -0.026
4,282 articles tracked
7-day bias trend
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Article Excerpt
FIRST PERSON
Dad’s love of punk rock shaped my childhood
ZAC EASTON
CONTRIBUTED TO THE GLOBE AND MAIL
PUBLISHED 53 MINUTES AGO
UPDATED 33 MINUTES AGO
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ILLUSTRATION BY DREW SHANNON
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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.