10.5281/zenodo.3382423
https://zenodo.org/records/3382423
oai:zenodo.org:3382423
McPhillips, Timothy M
Timothy M
McPhillips
0000-0002-8238-2449
UIUC
Willis, Craig
Craig
Willis
UIUC
Gryk, Michael R.
Michael R.
Gryk
Nunez-Corrales, Santiago
Santiago
Nunez-Corrales
Ludaescher, Bertram
Bertram
Ludaescher
UIUC
Reproducibility by Other Means: Transparent Research Objects
Zenodo
2019
2019-08-30
eng
10.5281/zenodo.3270559
https://zenodo.org/communities/ro
6
Creative Commons Attribution 4.0 International
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.
Final preprint submitted to RO2019 workshop at IEEE eScience Conference 2019