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人工智能可以帮助作者准备更好的风险科学手稿吗?
Louis Anthony Cox1, Terje Aven2, Seth Guikema3
1Cox Associates, and University of Colorado, Denver, Colorado, USA.
概括
人工智能 (AI) 工具显示出增强科学同行评审的潜力. 虽然一个适合期刊的AI系统很有用,另一个提供技术反的AI系统收到了混合的评论,表明需要进一步开发.
科学领域:
- 科学出版业的科学出版.
- 人工智能的人工智能是人工智能.
- 学术传播学术交流
背景情况:
- 人工智能 (AI) 融入科学同行评审是研究人员,出版商和编辑越来越感兴趣的领域.
- 人们担心人工智能有可能提高手稿质量和效率,或者引入错误并侵蚀信任.
研究的目的:
- 评估两个实验性AI系统的实用性和有效性,旨在协助作者和编辑在科学出版过程中.
- 探索AI在提供对手稿适用性和技术内容的反方面的潜在好处和缺点.
主要方法:
- 评估两个人工智能系统:用于期刊的"选器"和用于实质性技术反的"审查员".
- 用户测试由风险分析领域编辑和作者对手稿草案和发表论文的样本进行.
主要成果:
- "Screener"人工智能工具被普遍认为对评估期刊合适是有用的,并已在"风险分析"杂志上实施.
- 人工智能工具"Reviewer"获得了混合的评分,反范围从强烈积极到强烈消极,突出其感知价值的变化.
结论:
- 人工智能工具有可能帮助作者和编辑进行科学同行评审,但它们的有效性各不相同.
- 需要进一步开发和改进,以优化人工智能系统,在人类专家审查之前提供可靠和建设性的反.
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