Article

Jump Intelligence (JI): A Mechanism-Aware Lens for Diagnosing the Structure of Scientific Discovery from Literature-Only Signals

2026-01-08

Abstract excerpt

<p>Computational discovery systems generate numerous novel hypotheses but lackthe ability to distinguish scientifically plausible connections from mere statisticalsurprises. This gap between novelty detection and mechanistic evaluation representsa fundamental limitation of literature-based research.We introduce Jump Intelligence (JI), a diagnostic framework that integratestwo complementary dimensions: the Topologi...

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Literature Corpus work: ee4aae37-7296-59d4-92bf-7f7c95a02474
DOI: 10.31222/osf.io/zvjfw_v1

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