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Research quality evaluation by AI in the era of large language models: advantages, disadvantages, and systemic effects – An opinion paper
16 references·0 citing·46 second hop
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References

  • 1974The Sociology of Science: Theoretical and Empirical Investigations4,004 cited
  • 2015Bibliometrics: The Leiden Manifesto for research metrics2,816 cited
  • 2017THE SOCIOLOGY OF SCIENCE:: Theoretical and Empirical Investigations1,453 cited
  • 2016Factors affecting number of citations: a comprehensive review of the literature912 cited
  • 2021Algorithmic bias: review, synthesis, and future research directions767 cited
  • 2015The Metric Tide: Independent Review of the Role of Metrics in Research Assessment and Management610 cited
  • 2006The h index and career assessment by numbers400 cited
  • 2014Problems with Traditional Science Publishing and Finding a Wider Niche for Post-Publication Peer Review158 cited
  • 2019Co-existing Notions of Research Quality: A Framework to Study Context-specific Understandings of Good Research151 cited
  • 2019Citation gaming induced by bibliometric evaluation: A country-level comparative analysis141 cited
  • 2012Post-Publication Peer Review: Opening Up Scientific Conversation84 cited
  • 2024Exploring the potential of ChatGPT in the peer review process: An observational study78 cited
  • 2024Can ChatGPT evaluate research quality?68 cited
  • 2023In which fields are citations indicators of research quality?65 cited

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2023
Factors associating with or predicting more cited or higher quality journal articles: An Annual Review of Information Science and Technology (ARIST) paper
59 cited
  • 2020Self-correction of science: a comparative study of negative citations and post-publication peer review51 cited
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