人工智能在科学出版领域的日益普及:评估论文起草和审查过程中的作用,风险和伦理影响
Anna Carobene1, Andrea Padoan2,3, Federico Cabitza4,5
1Laboratory Medicine, IRCCS San Raffaele Scientific Institute, Milan, Italy.
Clinical chemistry and laboratory medicine
|November 29, 2023
概括
人工智能 (AI) 改变了科学出版业,在论文创作和审稿方面提高了效率. 然而,像抄袭和需要人类审稿人认可这样的伦理挑战需要仔细考虑负责任的AI集成.
科学领域:
- 科学出版科学出版
- 人工智能的人工智能
- 研究伦理学研究伦理学
背景情况:
- 人工智能 (AI) 正在迅速改变科学出版业,为提高效率提供了机会,也带来了重大的伦理问题.
- 人工智能工具影响论文起草和同行评审过程,需要重新评估传统的学术工作流程.
研究的目的:
- 将人工智能在科学出版中的双重角色描述为共同创造者和道德挑战.
- 评估AI在提高科学论文创作的效率,有效性和质量的潜力.
- 探索与研究中人工智能相关的伦理困境,包括原创性和抄袭.
主要方法:
- 对人工智能的风险和研究人员的回报进行批判性评估,特别是职业生涯早期的科学家.
- 分析有关科学话语原创性,抄袭和完整性的伦理影响.
- 考察学术出版界对人类审稿人的认可和奖励.
主要成果:
- 人工智能在科学论文起草和同行评审方面提供了显著的效率.
- 关于原创性,抄袭和科学话语本质的伦理担忧被人工智能放大.
- 在当前的学术环境中,对人类审稿人的认可和激励不足构成了挑战.
结论:
- 人工智能在科学出版领域的整合带来了有前途的进展,同时也带来了大量的伦理和运营障碍.
- 人类审稿人的作用对于确保真实性和在受人工智能影响的环境中保持道德标准至关重要.
- 一种平衡的方法,强调人类的专业知识和负责任的AI利用,对于在科学出版中道德合理和高效的AI增强的未来至关重要.
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