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For reproducibility criteria to be met in a scientific context an increasing number of conditions need to be fulfilled. These conditions, explicited by the FAIR principle include traceability, reusability and data/methods permanent availability (findable). The challenge is not only to keep the right elements bundled together, but also to keep track of each component individual history (including individual updates) while associating every computational analysis with a transparent source. This issue, known as provenance, is the one we have been addressing in the context of this proposal. It is increasingly critical, at a time when a growing number of computational procedures are used to assess medical risks and take therapeutic decision. Our solution involves using the Research Object (RO) specification that have allowed us to implement a method that enables the creation of a package collecting all provenance metadata of a computational experiment, so that it can be easily shared, archived and reproduced when needed
Preprint submitted to RO2018 workshop at IEEE eScience Conference 2018
nextflow, research object, provenance, reproducibility
nextflow, research object, provenance, reproducibility
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 1 | |
popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
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