This team aims to develop a comprehensive badging system that effectively characterizes different levels of DAW reproducibility. The badges will provide clear distinctions among varying degrees of reproducibility by taking the distributed and infrastructure-dependent execution of data-intensive DAWs into account. We will focus on the practical application of this system by systematically reproducing research findings of DAWs or individual DAW components developed within this CRC. As part of this effort, we will assign previously defined badges based on the reproducibility of these research outcomes.
We shall automate the execution of reproducibility tests as much as possible, effectively reducing the overhead for conducting such tests and by that increasing the likelihood that researchers are willing to adopt best practices to develop fully reproducible DAWs.