Abstract
The lack of replicability and reproducibility of scientific studies based on computational methods has lead to serious mistakes in published scientific findings, some of which have been discovered and publicized recently. Many strategies are currently pursued to improve the situation. This article reports the first conclusions from the ActivePapers project, whose goal is the development and application of a computational platform that allows the publication of computational research in a form that enables installation-free deployment, encourages reuse, and permits the full integration of datasets and software into the scientific record. The main finding is that these goals can be achieved with existing technology, but that there is no straightforward way to adapt legacy software to such a framework.
Highlights
In the course of a few decades, computers have become essential tools in scientific research and have profoundly changed the way scientists work with data and with theoretical models
Tools for reproducible research The Reproducible Research movement addresses many of the needs of publishing computational science, with the notable exception of long-term preservation
The ActivePapers project has shown that installation-free software deployment and long-time software preservation are possible, contrary to a common belief in the scientific computing community
Summary
The overview of existing technology is more focused on the requirements of the scientific record
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