在行为科学中出现的提交危机
Markus Wolfgang Hermann Spitzer1
1Department of Psychology, Martin-Luther University Halle-Wittenberg, Halle, Germany.
Trends in neuroscience and education
|March 10, 2026
概括
由于手稿的急剧增加,科学系统面临着提交危机,这在很大程度上是由大型语言模型驱动的. 这一激增压迫了编辑和审稿人,导致了肤浅的研究,并影响了早期的职业科学家.
科学领域:
- 行为科学 行为科学
- 科学出版 科研出版
- 研究诚信研究诚信
背景情况:
- 科学系统与纸工厂和引用操纵等问题作斗争.
- 每年提交手稿的数量大幅增加,使编辑和审稿人的能力受到压力.
- 尽管新科学期刊的大量出版,但这种增长仍在发生.
研究的目的:
- 识别和讨论科学出版中压倒性的手稿提交卷的新出现的问题.
- 分析导致行为科学研究和手稿准备加快步伐的因素.
- 探讨这次提交危机对编辑,评论员和早期职业研究人员的影响.
主要方法:
- 从2025年开始对期刊提交趋势的个人观察和对话的分析.
- 确定加速行为科学研究和手稿撰写的关键因素.
- 讨论大型语言模型对手稿质量和提交量的影响.
主要成果:
- 观察到提交给个别期刊的手稿数量大幅增加.
- 自动化,大型数据集和大型语言模型 (LLM) 的进步加速了研究.
- 识别了LLM作为一个主要的驱动器,抛光的外观,但经验上很弱,提交,增加编辑/评论员的压力.
结论:
- 目前的提交危机的特点是由于LLM生成的手稿的肤浅贡献.
- 未来的潜在危机可能来自自动化推动的真正加速的科学进步.
- 采用人工智能工具来支持编辑和审稿人工作流程被提出为一个潜在的解决方案.
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