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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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p><strong>Abstract</strong></p>\n\n<p>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.</p>", 
  "license": "http://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "UIUC", 
      "@type": "Person", 
      "name": "McPhillips, Timothy M"
    }, 
    {
      "affiliation": "UIUC", 
      "@type": "Person", 
      "name": "Willis, Craig"
    }, 
    {
      "@type": "Person", 
      "name": "Gryk, Michael R."
    }, 
    {
      "@type": "Person", 
      "name": "Nunez-Corrales, Santiago"
    }, 
    {
      "affiliation": "UIUC", 
      "@type": "Person", 
      "name": "Ludaescher, Bertram"
    }
  ], 
  "headline": "Reproducibility by Other Means: Transparent Research Objects", 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "datePublished": "2019-08-30", 
  "url": "https://zenodo.org/record/3382423", 
  "version": "6", 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.3382423", 
  "@id": "https://doi.org/10.5281/zenodo.3382423", 
  "@type": "ScholarlyArticle", 
  "name": "Reproducibility by Other Means: Transparent Research Objects"
}
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