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作者身份在同行评审中的作用
1Machine Learning Department and Computer Science Department, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America.
PloS one
|June 21, 2023
概括
在同行评审中匿名化作者身份可以减轻偏见. 一项关于"理论计算机科学创新 (ITCS) 2023"的研究发现,只要管理利益冲突,这种方法是最受欢迎的.
科学领域:
- 计算机科学 计算机科学
- 学术出版学术出版
背景情况:
- 关于在同行评审中匿名化作者身份以减轻偏见的存在争论.
- 反对匿名化的论点引用了作者身份在审查过程中的实用性.
研究的目的:
- 分析匿名作者身份在同行评审中的影响和看法.
- 评估2023年理论计算机科学创新 (ITCS) 会议上实施的"中间"方法.
主要方法:
- 来自ITCS 2023的审查数据的分析,重点关注作者身份被揭露后的变化.
- 对评论员和作者进行匿名调查,询问他们对作者匿名性的看法.
主要成果:
- 大多数评论员最初不知道或猜测作者身份.
- 一小部分评论在身份披露后改变了优点评分 (7.1%) 或专业知识 (3.8%).
- 作者归属等级与评论变化之间的相关性较弱;与评论员专业知识变化之间的相关性较强.
结论:
- 结果支持在同行评审中匿名化作者身份,正如ITCS 2023模型所示.
- 大多数参与者赞成某种形式的匿名化.
- 有效的利益冲突检测对于成功的匿名化策略至关重要.
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