{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T10:10:10Z","timestamp":1767867010861,"version":"3.49.0"},"reference-count":41,"publisher":"Ubiquity Press, Ltd.","license":[{"start":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T00:00:00Z","timestamp":1497916800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,6,20]]},"DOI":"10.5334\/dsj-2017-032","type":"journal-article","created":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T14:15:53Z","timestamp":1497968153000},"source":"Crossref","is-referenced-by-count":24,"title":["Global Data Quality Assessment and the Situated Nature of \u201cBest\u201d Research Practices in Biology"],"prefix":"10.5334","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7815-6609","authenticated-orcid":false,"given":"Sabina","family":"Leonelli","sequence":"first","affiliation":[]}],"member":"3285","reference":[{"key":"key20170620101551_B1","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1038\/530027a","article-title":"A tragedy of errors","volume":"530","author":"Allison","year":"2016","journal-title":"Nature"},{"key":"key20170620101551_B2","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1215\/9780822375449-007","volume-title":"Postgenomics","author":"Ankeny","year":"2015"},{"key":"key20170620101551_B3","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.shpsa.2016.08.003","article-title":"Repertoires: A Post-Kuhnian perspective on scientific change and collaborative research","volume":"60","author":"Ankeny","year":"2016","journal-title":"Studies in the History and the Philosophy of Science: Part A"},{"key":"key20170620101551_B4","doi-asserted-by":"crossref","DOI":"10.7208\/chicago\/9780226172965.001.0001","volume-title":"Genomes and What to Make of Them","author":"Barnes","year":"2008"},{"key":"key20170620101551_B5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.5334\/dsj-2017-026","article-title":"Technology Transfer and True Transformation: Implications for Open Data","volume":"16","author":"Bezuidenhout","year":"2017","journal-title":"Data Science Journal"},{"key":"key20170620101551_B6","doi-asserted-by":"crossref","DOI":"10.1093\/scipol\/scw036","article-title":"Beyond the digital divide: Towards a situated approach to Open Data","author":"Bezuidenhout","year":"2017","journal-title":"Science and Public Policy"},{"key":"key20170620101551_B7","article-title":"Datasets for beyond the digital divide: Sharing research data across developing and developed countries","author":"Bezuidenhout","year":"2016","journal-title":"figshare"},{"issue":"D1","key":"key20170620101551_B8","doi-asserted-by":"crossref","first-page":"D1049","DOI":"10.1093\/nar\/gku1179","article-title":"Gene Ontology Consortium: Going forward","volume":"43","author":"Blake","year":"2015","journal-title":"Nucleic Acids Research"},{"issue":"6","key":"key20170620101551_B9","doi-asserted-by":"crossref","first-page":"1059","DOI":"10.1002\/asi.22634","article-title":"The conundrum of sharing research data","volume":"63","author":"Borgman","year":"2012","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"key20170620101551_B10","doi-asserted-by":"crossref","first-page":"2","DOI":"10.5334\/dsj-2015-002","article-title":"The challenges of data quality and data quality assessment in the Big Data era","volume":"14","author":"Cai","year":"2015","journal-title":"Data Science Journal"},{"key":"key20170620101551_B11","first-page":"1","article-title":"The deluge of spurious correlations in Big Data","author":"Calude","year":"2016","journal-title":"Foundations of Science"},{"key":"key20170620101551_B12","doi-asserted-by":"crossref","DOI":"10.7591\/9780801469060","volume-title":"Scrambling for Africa: AIDS, Expertise and the Rise of American Global Health Science","author":"Crane","year":"2013"},{"issue":"2","key":"key20170620101551_B13","doi-asserted-by":"crossref","first-page":"363","DOI":"10.14506\/ca29.2.10","article-title":"Ironies of laboratory work during Ghana\u2019s second age of optimism","volume":"29","author":"Droney","year":"2014","journal-title":"Cultural Anthropology"},{"key":"key20170620101551_B14","volume-title":"Processes of Life","author":"Dupr\u00e9","year":"2012"},{"key":"key20170620101551_B15","doi-asserted-by":"crossref","DOI":"10.1215\/9780822387640","volume-title":"Global Shadows: Africa in the Neoliberal World Order","author":"Ferguson","year":"2006"},{"key":"key20170620101551_B16","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-07121-3","volume-title":"The Philosophy of Information Quality","author":"Floridi","year":"2014"},{"issue":"7","key":"key20170620101551_B17","doi-asserted-by":"crossref","first-page":"2561","DOI":"10.1016\/j.jpdc.2014.01.003","article-title":"Trends in big data analytics","volume":"74","author":"Kambatla","year":"2014","journal-title":"Journal of Parallel and Distributed Computing"},{"key":"key20170620101551_B18","doi-asserted-by":"crossref","DOI":"10.14506\/ca32.3.06","article-title":"The wild indoors: Rooms spaces of scientific inquiry","author":"Kelly","year":"2017","journal-title":"Cultural Anthropology"},{"key":"key20170620101551_B19","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1016\/j.shpsc.2011.10.005","article-title":"Convenience experimentation","volume":"43","author":"Krohs","year":"2012","journal-title":"Studies in History and Philosophy of Biological and Biomedical Sciences"},{"issue":"1","key":"key20170620101551_B20","doi-asserted-by":"crossref","DOI":"10.1177\/2053951714534395","article-title":"What difference does quantity make? On the epistemology of Big Data in biology","volume":"1","author":"Leonelli","year":"2014","journal-title":"Big Data and Society"},{"key":"key20170620101551_B21","doi-asserted-by":"crossref","DOI":"10.7208\/chicago\/9780226416502.001.0001","volume-title":"Data-Centric Biology: A Philosophical Study","author":"Leonelli","year":"2016"},{"key":"key20170620101551_B22","doi-asserted-by":"crossref","first-page":"20160122","DOI":"10.1098\/rsta.2016.0122","article-title":"Locating ethics in data science: Responsibility and accountability in global and distributed knowledge production","volume":"374","author":"Leonelli","year":"2016","journal-title":"Philosophical Transactions of the Royal Society: Part A"},{"issue":"7","key":"key20170620101551_B23","doi-asserted-by":"crossref","first-page":"701","DOI":"10.1093\/biosci\/biv061","article-title":"Repertoires: How to Transform a Project into a Research Community","volume":"65","author":"Leonelli","year":"2015","journal-title":"BioScience"},{"key":"key20170620101551_B24","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1186\/1471-2105-12-325","article-title":"How the Gene Ontology evolves","volume":"12","author":"Leonelli","year":"2011","journal-title":"BMC Bioinformatics"},{"issue":"2","key":"key20170620101551_B25","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1177\/0270467616668760","article-title":"How Do Scientists Understand Openness? Exploring the Relationship between Open Science Policies and Research Practice","volume":"36","author":"Levin","year":"2016","journal-title":"Bulletin for Science and Technology Studies"},{"key":"key20170620101551_B26","doi-asserted-by":"crossref","DOI":"10.1215\/9780822395768","volume-title":"Improvising Medicine: An African Oncology Ward in an Emerging Cancer Epidemic","author":"Livingston","year":"2012"},{"key":"key20170620101551_B27","volume-title":"Big Data: A Revolution that Will Transform How We Live, Work and Think","author":"Mayer-Sch\u00f6nberger","year":"2013"},{"issue":"Database issueD656","key":"key20170620101551_B28","article-title":"PomBase 2015: Updates to the Fission Yeast Database","volume":"43","author":"McDowall","year":"2015","journal-title":"Nucleic Acids Research"},{"issue":"1","key":"key20170620101551_B29","doi-asserted-by":"crossref","first-page":"150547","DOI":"10.1098\/rsos.150547","article-title":"The Peer Reviewers\u2019 Openness Initiative: Incentivizing open research practices through peer review","volume":"3","author":"Morey","year":"2016","journal-title":"Royal Society Open Science"},{"key":"key20170620101551_B30","doi-asserted-by":"crossref","DOI":"10.7208\/chicago\/9780226545721.001.0001","volume-title":"A Cultural History of Heredity","author":"M\u00fcller-Wille","year":"2012"},{"key":"key20170620101551_B31","volume-title":"The Gene: From Genetics to Postgenomics","author":"M\u00fcller-Wille","year":"2017"},{"key":"key20170620101551_B32","volume-title":"Bitter Roots: The Search for Healing Plants in Africa","author":"Osseo-Asare","year":"2014"},{"issue":"3","key":"key20170620101551_B33","doi-asserted-by":"crossref","first-page":"907","DOI":"10.1353\/sor.2011.0029","article-title":"Bodies of Data: Genomic Data and Bioscience Data Sharing","volume":"78","author":"Ossorio","year":"2011","journal-title":"Social Research"},{"issue":"22","key":"key20170620101551_B34","doi-asserted-by":"crossref","first-page":"2721","DOI":"10.15252\/embj.201570090","article-title":"Reproducibility Blues","volume":"34","author":"Pulverer","year":"2015","journal-title":"EMBO Reports"},{"key":"key20170620101551_B35","doi-asserted-by":"crossref","DOI":"10.1215\/9780822388005","volume-title":"Biocapital: The Constitution of Postgenomic Life","author":"Rajan","year":"2006"},{"key":"key20170620101551_B36","author":"Rappert","year":"2017","journal-title":"Data Science"},{"key":"key20170620101551_B37","unstructured":"Research and Markets The World Market for MicroarraysReport2016http:\/\/researchandmarkets.com\/report\/7fhv5g\/the_world_market"},{"issue":"7605","key":"key20170620101551_B38","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1038\/534007a","article-title":"The developing world needs basic research too","volume":"534","author":"Rochmyaningsih","year":"2016","journal-title":"Nature"},{"key":"key20170620101551_B39","first-page":"165","article-title":"Making a new technology work: The standardization and regulation of microarrays","volume":"80","author":"Rogers","year":"2007","journal-title":"Journal of Biology"},{"key":"key20170620101551_B40","volume-title":"Naked Genes","author":"Testa","year":"2011"},{"key":"key20170620101551_B41","unstructured":"ThayerA Top Instrument firms in 2015C&EN201694173235http:\/\/cen.acs.org\/articles\/94\/i17\/Top-instrument-firms-2015.html"}],"container-title":["Data Science Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/doi.org\/10.5334\/dsj-2017-032","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,29]],"date-time":"2022-07-29T21:57:57Z","timestamp":1659131877000},"score":1,"resource":{"primary":{"URL":"http:\/\/datascience.codata.org\/articles\/10.5334\/dsj-2017-032\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,20]]},"references-count":41,"alternative-id":["10.5334\/dsj-2017-032"],"URL":"https:\/\/doi.org\/10.5334\/dsj-2017-032","relation":{},"ISSN":["1683-1470"],"issn-type":[{"value":"1683-1470","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,20]]},"article-number":"32"}}