A question often asked by authors is how long would it take for the peer review process. Peer review duration has been concerned much by authors and attracted much attention in academia these years. Existing research on this field focuses primarily on a single quantitative dimension. Seldom studies considered that peer review duration is closely related to the attractiveness of manuscripts. This study aims to fill this research gap employing attention economy theory. By analyzing the peer review history from the British Medical Journal (BMJ), we find that a significant negative relationship exists between the peer review duration and altmetric attention score (AAs). Overall, our study contributes to understanding peer review behavior from a new perspective and bridging the divide between peer reviews and altmetrics.
FMMD: A multimodal multidisciplinary dataset of open peer reviews from F1000Research
School of Computer Science and Engineering, Guangzhou Institute of Science and Technology（计算机科学与工程学院，广州科学与技术研究所）；College of Foreign Languages and Cultures, Xiamen University（外语学院，厦门大学）；Science and Education Evaluation Lab, Guangzhou Institute of Science and Technology（科学与教育评估实验室，广州科学与技术研究所）
PreprintMatch: a tool for preprint publication detection applied to analyze global inequities in scientific publishing
预印本，即同行评议之前的科学手稿版本，越来越受欢迎。它们提供了一个民主化和加速研究的机会，因为它们没有出版成本或漫长的同行评审过程。预印本通常随后在同行评审的场所出版，但这些出版物和原始预印本通常没有任何联系。为此，我们开发了一个工具PreprintMatch，用于查找预印本及其相应的已发表论文（如果存在）之间的匹配。该工具在匹配性能和速度方面都优于现有的预印本和纸张匹配技术。应用PreprintMatch搜索预印本（来自bioRxiv和medRxiv）与PubMed之间的匹配。预印本的初步性质在相对早期的阶段为科学项目提供了一个独特的视角，并且预印本和论文之间有了更好的匹配，我们探讨了与研究不平等相关的问题。我们发现，来自低收入国家的预印本作为同行评议论文发表的比例低于高收入国家（分别为39.6%和61.1%），我们的数据与以前的工作一致，这些工作引用了缺乏资源，缺乏稳定性和政策选择来解释这种差异。来自低收入国家的预印本也被发现出版更快（178 vs 203天），与高收入国家相比，标题，摘要和作者与出版版本的相似性更少。低收入国家比高收入国家增加了更多的作者（分别为0.42和0.32），这种做法在中国比类似国家更常见。最后，我们发现一些出版商比其他出版商更频繁地出版来自低收入国家的作者的作品。预印匹配可在\url{https://github.com/PeterEckmann1/…
MOPRD: A multidisciplinary open peer review dataset
School of Informatics, Xiamen University（厦门大学信息学院）；Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan, Ministry of Culture and Tourism（文化和旅游部闽台非物质文化遗产数字化保护与智能处理重点实验室）；College of Foreign Languages and Cultures, Xiamen University（厦门大学外文学院）
Journal Impact Factor and Peer Review Thoroughness and Helpfulness: A Supervised Machine Learning Study
Institute of Social and Preventive Medicine, University of Bern（伯尔尼大学社会与预防医学研究所）；Graduate School for Health Sciences, University of Bern（伯尔尼大学健康科学研究生院）；Population Health Sciences, Bristol Medical School, University of Bristol（布里斯托尔大学布里斯托尔医学院人口健康科学系）；Faculty Opinions；Clarivate（科睿唯安）；School of Politics and International Relations, University College Dublin（都柏林大学学院政治与国际关系学院）
Benchmarking locally hosted language models for journal editorial work on a compact desktop workstation
RIKEN Center for Biosystems Dynamics Research（理化学研究所生物动态研究中心）；Institute of Medicine, University of Tsukuba（筑波大学医学研究院）；Laboratory Automation Suppliers' Association（实验室自动化供应商协会）
