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What The Adaptive Gate Adds (Results) in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

This organizer groups the paper content from Results > What the Adaptive Gate Adds. The subsection isolates the contrast term of the adaptive controller via a gate-only ablation that holds diffusion and role-aware quotas fixed, reports the +1.0 R@10 LectureBank-Full / tied MOOC-CS result with its paired-bootstrap CI, and notes that the rows come from registered staged v6/v7 snapshot artifacts that are ablation-only and not replacements for the headline strict-parity adaptive rows.

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Updated 2026-05-17

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Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls