Flip the lens on coastal assessments
Original article ↗B.I.A.S. ANALYSIS
CENTER LEFT
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
-1.00 · LEFT
ML v2 (DistilBERT)
0.319 · RIGHT
Ensemble
-0.341 · CENTER LEFT
🏦 Source Intelligence
Rolling outlet bias
CENTER
avg -0.150
219 articles tracked
7-day bias trend
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Article Excerpt
For generations, environmental regulation has worn a single pair of glasses: Western science. It measures turbidity, counts fish biomass, models noise pollution. And after decades of collapsing fisheries, poisoned and blocked waterways, and a climate crisis, what has that approach delivered? Failure. Failure for nature. Failure for the communities who depend on it. Our kin, our teachers Meanwhile, the Mi’kmaq, Wolastoqiyik, and Peskotomuhkati have watched the tides bring life to these Atlantic shores for millennia. The eel (katew) threading our estuaries. The turtle (mikjikj) nesting in coasta…
Read full article at Halifax Examiner ↗
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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Jun 9, 2026