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About this paper
Chenggang Yang, Chengzhi Zhang
A study from Nanjing University of Science and Technology quantified the cognitive gap between authors' self-promotion of novelty and reviewers' evaluations, revealing that intense promotional language aids recognition for genuinely high-novelty papers but significantly amplifies reviewer disagreement for moderately novel work.
Key insights
- The study developed a systematic framework integrating author self-promotion and reviewer assessment, revealing specific misalignments in the prioritization of innovation types (theoretical, methodological, result).
- The effectiveness of promotional language is context-dependent, providing significant positive influence on review outcomes only for papers with high inherent novelty.
- Promotional language amplifies reviewer disagreement primarily in the 'gray zone' of moderately novel papers, suggesting it can exacerbate cognitive divergences when evidence is ambiguous.
Summary by alphaXiv.
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