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University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence
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Standard PDF text search fails to locate over half of extracted scientific claims due to layout and encoding artifacts, but decoupling normalized sequence alignment from character provenance drives evidence grounding accuracy to 92.6%.