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Textual features of peer review predict top-cited papers: An interpretable machine learning perspective
16 references·2 citing·55 second hop
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References

  • 1977Publication prejudices: An experimental study of confirmatory bias in the peer review system1,013 cited
  • 2016tidytext: Text Mining and Analysis Using Tidy Data Principles in R947 cited
  • 2016Factors affecting number of citations: a comprehensive review of the literature912 cited
  • 2011Scientific peer review563 cited
  • 2017Duration and quality of the peer review process: the author’s perspective303 cited
  • 2019A Bibliometric Analysis of Top-Cited Journal Articles in Obstetrics and Gynecology281 cited
  • 2019The effect of publishing peer review reports on referee behavior in five scholarly journals276 cited
  • 1997Peer review for journals: Evidence on quality control, fairness, and innovation262 cited
  • 2011Corpus Approaches to Evaluation: Phraseology and Evaluative Language256 cited
  • 2016Impact of interventions to improve the quality of peer review of biomedical journals: a systematic review and meta-analysis218 cited
  • 2014Factors affecting citation rates of research articles201 cited
  • 2015The advantage of short paper titles184 cited
  • 2022Nobel and Novice: Author Prominence Affects Peer Review146 cited
  • 2017The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot143 cited

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  • 2020Predicting the citation counts of individual papers via a BP neural network131 cited
  • 1990Is There Value-Added from the Review Process in Economics?: Preliminary Evidence from Authors127 cited
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    • 2024The fading of status bias during the open peer review process12 cited
    • 2024How the readability of manuscript before journal submission advantages peer review process: Evidence from biomedical scientific publications6 cited