Opinion: Protect libraries’ contributions to Nova Scotia communities
Original article ↗B.I.A.S. ANALYSIS
CENTER
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
0.00 · CENTER
ML v2 (DistilBERT)
0.273 · RIGHT
Ensemble
0.137 · CENTER
🏦 Source Intelligence
Rolling outlet bias
CENTER
avg -0.021
598 articles tracked
7-day bias trend
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Article Excerpt
Reading the news stories describing library closings in Hantsport, Kentville, Lawrencetown, Middleton and Port Williams, I can’t help but think about what makes communities vibrant — that which is core to their character, their energy, their social connections — in other words, their heartbeats. I further think about the relationship between public libraries and public […]
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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.
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quick v1
Jun 18, 2026