在学术研究中使用生成人工智能 (AI):对共识应用程序的审查
Olukayode E Apata1, Oi-Man Kwok1, Yuan-Hsuan Lee2
1Educational Psychology, Texas A&M University, College Station, USA.
Cureus
|August 4, 2025
概括
学术搜索引擎共识应用程序 (Consensus App) 尽管对研究人员有潜在的好处,但仍未得到充分利用和报告. 为了提高透明度,需要对研究中的AI制定标准报告准则.
科学领域:
- 学术传播学术交流
- 研究中的人工智能.
背景情况:
- 共识应用程序旨在彻底改变学术文献的获取和合成.
- 它为研究人员提供了主题和论文层面的见解.
- 它的潜在影响和代表性不足需要调查.
研究的目的:
- 评估共识应用程序在学术研究中的变革潜力.
- 探索它的伦理含义.
- 了解其在学术文献中代表性不足的原因.
主要方法:
- 一个快速的文献审查,遵守系统审查和元分析 (PRISMA) 准则的首选报告项目.
- 在210个学术数据库中进行搜索,并对高影响力期刊进行有针对性的手动搜索.
- 综合了10篇包括使用ChatGPT-4.5的论文,以确定应用,好处和道德问题的主题.
主要成果:
- 在学术文献中,共识应用程序令人惊地未得到充分利用和报道.
- 在当前报告中,确定的应用和好处是有限的.
- 在审查的研究中指出了与其使用相关的伦理问题.
结论:
- 共识应用程序具有巨大的潜力,但仍然未得到充分利用和报告.
- 缺乏意识或报告不足可能导致其可见性较低.
- 在手稿开发中为AI开发标准化报告准则的开发对于透明度至关重要.
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