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Preprint Oct 2026

Citations Are Late: Reading epistemic instability from what papers believe, years before the citation graph catches up

Paradigm shifts in science are visible in what researchers assert and contest before they are visible in the citation graph. We ask whether a cheap, content-level signal of epistemic instability, derived from the changing distribution of stated modelling beliefs in paper abstracts, can anticipate a paradigm shift earli...

Andrey Ustyuzhanin, Ekaterina Trofimova, D. Zuenko · 0 citations

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