دورية أكاديمية

Toward practical transparent verifiable and long-term reproducible research using Guix

التفاصيل البيبلوغرافية
العنوان: Toward practical transparent verifiable and long-term reproducible research using Guix
المؤلفون: Nicolas Vallet, David Michonneau, Simon Tournier
المصدر: Scientific Data, Vol 9, Iss 1, Pp 1-9 (2022)
بيانات النشر: Nature Portfolio, 2022.
سنة النشر: 2022
المجموعة: LCC:Science
مصطلحات موضوعية: Science
الوصف: Abstract Reproducibility crisis urge scientists to promote transparency which allows peers to draw same conclusions after performing identical steps from hypothesis to results. Growing resources are developed to open the access to methods, data and source codes. Still, the computational environment, an interface between data and source code running analyses, is not addressed. Environments are usually described with software and library names associated with version labels or provided as an opaque container image. This is not enough to describe the complexity of the dependencies on which they rely to operate on. We describe this issue and illustrate how open tools like Guix can be used by any scientist to share their environment and allow peers to reproduce it. Some steps of research might not be fully reproducible, but at least, transparency for computation is technically addressable. These tools should be considered by scientists willing to promote transparency and open science.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2052-4463
Relation: https://doaj.org/toc/2052-4463
DOI: 10.1038/s41597-022-01720-9
URL الوصول: https://doaj.org/article/da7e7c2847ed45ada5ad97d82cb94d6a
رقم الأكسشن: edsdoj.7e7c2847ed45ada5ad97d82cb94d6a
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:20524463
DOI:10.1038/s41597-022-01720-9