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Jul 14, 2026
· 12 min read
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As disasters worsen, Indigenous peoples threatened by a ‘crisis communication gap’
Original article ↗B.I.A.S. ANALYSIS
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Signal breakdown
Heuristic (v1/v3)
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ML v2 (DistilBERT)
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Ensemble
-0.500 · CENTER LEFT
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Rolling outlet bias
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Article Excerpt
As disasters worsen, Indigenous peoples threatened by a ‘crisis communication gap’
From climate emergencies to earthquakes, frontline Indigenous communities are especially vulnerable — but too often left out of emergency decision-making, Dionne Phillips reports from UN meetings in Geneva
BY
DIONNE PHILLIPS, LOCAL JOURNALISM INITIATIVE REPORTER
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INTERNATIONAL, NEWS
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JULY 14, 2026
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Illustration by Carrie Johnson/Grist, photos courtesy Dionne Phillips and Getty Images
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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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Jul 14, 2026