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"可重现" 研究需要改变数学科学界的同行评审文化并更新当前的出版方法。

"Reproducible" Research in Mathematical Sciences Requires Changes in our Peer Review Culture and Modernization of our Current Publication Approach.

机构信息

Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.

Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.

出版信息

Bull Math Biol. 2018 Dec;80(12):3095-3105. doi: 10.1007/s11538-018-0500-9. Epub 2018 Sep 19.

Abstract

The nature of scientific research in mathematical and computational biology allows editors and reviewers to evaluate the findings of a scientific paper. Replication of a research study should be the minimum standard for judging its scientific claims and considering it for publication. This requires changes in the current peer review practice and a strict adoption of a replication policy similar to those adopted in experimental fields such as organic synthesis. In the future, the culture of replication can be easily adopted by publishing papers through dynamic computational notebooks combining formatted text, equations, computer algebra and computer code.

摘要

数理生物学中的科学研究性质使得编辑和审稿人能够评估科学论文的发现。研究工作的复制应该是评判其科学主张并考虑将其发表的最低标准。这需要改变当前的同行评审实践,并严格采用类似于有机合成等实验领域所采用的复制政策。在未来,可以通过发布结合格式化文本、方程式、计算机代数和计算机代码的动态计算笔记本,轻松采用复制文化来发表论文。

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