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元数据管理:实现科学研究中的数据与证据。

Metadata accounts: Achieving data and evidence in scientific research.

机构信息

National Center for Atmospheric Research, Boulder, USA.

出版信息

Soc Stud Sci. 2019 Oct;49(5):732-757. doi: 10.1177/0306312719863494. Epub 2019 Jul 27.

Abstract

'Metadata' has received a fraction of the attention that 'data' has received in sociological studies of scientific research. A neglect of 'metadata' reduces the attention on a number of critical aspects of scientific work processes, including documentary work, accountability relations, and collaboration routines. Metadata processes and products are essential components of the work needed to practically accomplish day-to-day scientific research tasks, and are central to ensuring that research findings and products meet externally driven standards or requirements. This article is an attempt to open up the discussion on and conceptualization of metadata within the sociology of science and the sociology of data. It presents ethnographic research of metadata creation within everyday scientific practice, focusing on how researchers document, describe, annotate, organize and manage their data, both for their own use and the use of researchers outside of their project. In particular, this article argues that the role and significance of metadata within scientific research contexts are intimately tied to the nature of evidence and accountability within particular social situations. Studying metadata can (1) provide insight into the production of evidence, that is, how something we might call 'data' becomes able to serve an evidentiary role, and (2) provide a mechanism for revealing what people in research contexts are held , and what they achieve .

摘要

“元数据”在科学研究的社会学研究中所受到的关注,只是“数据”的一小部分。对“元数据”的忽视减少了对科学工作流程的许多关键方面的关注,包括文献工作、问责关系和合作惯例。元数据流程和产品是完成日常科学研究任务所需工作的重要组成部分,对于确保研究结果和产品符合外部驱动的标准或要求至关重要。本文试图在科学社会学和数据社会学中展开关于元数据的讨论和概念化。它展示了日常科学实践中元数据创建的民族志研究,重点关注研究人员如何为自己和项目外的研究人员记录、描述、注释、组织和管理他们的数据。特别是,本文认为,元数据在科学研究环境中的作用和意义与特定社会情境中的证据和问责制的性质密切相关。研究元数据可以(1)深入了解证据的产生,即我们称之为“数据”的东西如何能够发挥证据作用,以及(2)提供一种机制来揭示研究环境中的人被要求什么,以及他们实现了什么。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d472/7323761/10e0ef908d1d/10.1177_0306312719863494-fig1.jpg

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