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A manifesto for reproducible science.可重复科学宣言。
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Metrology is key to reproducing results.计量是重现结果的关键。
Nature. 2017 Jul 25;547(7664):397-399. doi: 10.1038/547397a.
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1,500 scientists lift the lid on reproducibility.1500名科学家揭开了可重复性的盖子。
Nature. 2016 May 26;533(7604):452-4. doi: 10.1038/533452a.
6
PSYCHOLOGY. Estimating the reproducibility of psychological science.心理学. 心理科学可重复性的评估.
Science. 2015 Aug 28;349(6251):aac4716. doi: 10.1126/science.aac4716.
7
The Economics of Reproducibility in Preclinical Research.临床前研究中的可重复性经济学
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8
Improved reproducibility by assuring confidence in measurements in biomedical research.提高生物医学研究中测量结果的可重复性,确保其可信度。
Nat Methods. 2014 Sep;11(9):895-8. doi: 10.1038/nmeth.3076.
9
Olfactory exposure to males, including men, causes stress and related analgesia in rodents.嗅探雄性(包括男性)会导致啮齿动物产生应激反应和相关的镇痛作用。
Nat Methods. 2014 Jun;11(6):629-32. doi: 10.1038/nmeth.2935. Epub 2014 Apr 28.

提高研究的可重复性:测量科学的作用。

Improving Reproducibility in Research: The Role of Measurement Science.

作者信息

Hanisch Robert J, Gilmore Ian S, Plant Anne L

机构信息

National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.

National Physical Laboratory, Teddington, TW11 0LW, United Kingdom.

出版信息

J Res Natl Inst Stand Technol. 2019 Sep 18;124:1-13. doi: 10.6028/jres.124.024. eCollection 2019.

DOI:10.6028/jres.124.024
PMID:34877174
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7340550/
Abstract

We report on a workshop held 1-3 May 2018 at the National Physical Laboratory, Teddington, U.K., in which the focus was how the world's national metrology institutes might help to address the challenges of reproducibility of research.The workshop brought together experts from the measurement and wider research communities in physical sciences, data analytics, life sciences, engineering, and geological science. The workshop involved 63 participants from metrology laboratories (38), academia (16), industry (5), funding agencies (2), and publishers (2). The participants came from the U.K., the United States, Korea, France, Germany, Australia, Bosnia and Herzegovina, Canada, Turkey, and Singapore.Topics explored how good measurement practice and principles could foster confidence in research findings and how to manage the challenges of increasing volume of data in both industry and research.

摘要

我们报告了2018年5月1日至3日在英国特丁顿国家物理实验室举办的一次研讨会,其重点是世界各国的国家计量机构如何帮助应对研究可重复性的挑战。该研讨会汇聚了来自物理科学、数据分析、生命科学、工程和地质科学领域的测量及更广泛研究领域的专家。此次研讨会有来自计量实验室(38人)、学术界(16人)、行业(5人)、资助机构(2人)和出版商(2人)的63名参与者。参与者来自英国、美国、韩国、法国、德国、澳大利亚、波斯尼亚和黑塞哥维那、加拿大、土耳其以及新加坡。会议主题探讨了良好的测量实践和原则如何能增强对研究结果的信心,以及如何应对工业和研究领域中数据量不断增加带来的挑战。