学术期刊的人工智能政策未能制人工智能辅助学术写作的激增
Yongyuan He1, Yi Bu1,2
1Department of Information Management, Peking University, Beijing 100871, China.
概括
学术期刊学术期刊学术期刊学术期刊学术期刊学术期刊学术期刊学术期刊
科学领域:
- 学术传播学术交流
- 在研究中的人工智能.
- 学术出版道德学术出版道德
背景情况:
- 生成型人工智能 (AI) 迅速融入学术写作中.
- 期刊和出版商已经实施了AI使用政策.
- 这些AI政策的有效性在很大程度上是未知的.
研究的目的:
- 评估AI在学术出版中的使用指南对现实世界的影响.
- 评估期刊关于人工智能采用和透明度政策的有效性.
- 分析跨科学学科的人工智能写作工具利用趋势.
主要方法:
- 分析了5114个期刊和超过520万篇科学论文.
- 检查学术期刊实施的AI使用政策.
- 针对人工智能披露的164,000个科学出版物的全文分析.
主要成果:
- 尽管70%的期刊有人工智能政策,但研究人员使用人工智能工具的数量大幅增加.
- 在具有和没有人工智能政策的期刊之间,没有观察到人工智能采用率的实质差异.
- 存在很大的透明度差距,最近的论文中只有~0.1%明确披露AI使用.
结论:
- 目前的期刊政策在很大程度上未能促进透明度或制AI在学术写作中的采用.
- 对于科学中负责任的人工智能整合,有必要重新评估道德框架.
- 需要进一步的研究,以制定有效的AI透明度和研究中的伦理使用策略.
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