研究代码共享以支持黄金标准科学
David C Klonoff1,2, Juan Espinoza3, Julia K Mader1,4
1Journal of Diabetes Science and Technology, Burlingame, CA, USA.
Journal of diabetes science and technology
|January 14, 2026
概括
开放地分享研究代码可以提高科学透明度和可重复性. 开放访问存储库改善了研究验证,协作和研究人员的可见性,与黄金标准科学原则保持一致.
科学领域:
- 科学研究实践科学研究实践.
- 开放科学倡议 开放科学倡议
- 在医学中可复制性.
背景情况:
- 开放式代码共享符合NIH的科学 (GSS),公平和信任原则的黄金标准.
- 可复制性和透明度对于科学完整性和验证至关重要.
研究的目的:
- 要突出在开放访问,版本控制的存储库中共享研究代码的好处.
- 强调代码共享如何支持科学透明度,可复制性和协作.
主要方法:
- 专注于在伴随存储库中存储版本,环境特定的代码发布的实践.
- 倡导在研究文章中将代码发布与引用的数据快照配对.
主要成果:
- 开放式代码共享通过允许读者和审稿人直接验证结果来提高科学可重复性.
- 通过将代码扩展到新的数据集和应用程序来促进协作创新.
- 提高研究人员的知名度,可信度和引文影响,促进信任和合作.
结论:
- 开放共享研究代码是黄金标准科学的一个组成部分,促进透明度和信任.
- 代码共享通过提高可复制性和促进合作来增强科学生态系统.
- 通过透明的代码共享实践,研究人员受益于更多的认可和机会.
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