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Natalie Collina

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Review Open access Aug 2026

Self-rankings as a predictor of scientific impact beyond peer review

Peer review in academic research aims to ensure factual correctness and identify work of high scientific potential, but rapid submission growth has made this increasingly difficult. Here we investigate an additional measure for identifying high-impact research: authors’ rankings of their own submissions to the same art...

Buxin Su, Natalie Collina, Garrett Wen et al. · 3 citations

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