Conference paper Open Access

Reproducibility by Other Means: Transparent Research Objects

McPhillips, Timothy M; Willis, Craig; Gryk, Michael R.; Nunez-Corrales, Santiago; Ludaescher, Bertram


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  <dc:creator>McPhillips, Timothy M</dc:creator>
  <dc:creator>Willis, Craig</dc:creator>
  <dc:creator>Gryk, Michael R.</dc:creator>
  <dc:creator>Nunez-Corrales, Santiago</dc:creator>
  <dc:creator>Ludaescher, Bertram</dc:creator>
  <dc:date>2019-08-30</dc:date>
  <dc:description>Abstract

Research Objects have the potential to significantly enhance the reproducibility of scientific research. One important way Research Objects can do this is by encapsulating the means for re-executing the computational components of studies, thus supporting the new form of reproducibility enabled by digital computing---exact repeatability. However, Research Objects also can make scientific research more reproducible by supporting transparency, a component of reproducibility orthogonal to re-executability. We describe here our vision for making Research Objects more transparent by providing means for disambiguating claims about reproducibility generally, and computational repeatability specifically. We show how support for science-oriented queries can enable researchers to assess the reproducibility of Research Objects and the individual methods and results they encapsulate.</dc:description>
  <dc:description>Final preprint submitted to RO2019 workshop at IEEE eScience Conference 2019</dc:description>
  <dc:identifier>https://zenodo.org/record/3382423</dc:identifier>
  <dc:identifier>10.5281/zenodo.3382423</dc:identifier>
  <dc:identifier>oai:zenodo.org:3382423</dc:identifier>
  <dc:language>eng</dc:language>
  <dc:relation>doi:10.5281/zenodo.3270559</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/ro</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>http://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:title>Reproducibility by Other Means: Transparent Research Objects</dc:title>
  <dc:type>info:eu-repo/semantics/conferencePaper</dc:type>
  <dc:type>publication-conferencepaper</dc:type>
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