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\item \citet{menke20} show how software identifability has seen the best improvement, so there is hope!
\item Nature's collection on papers about reproducibility: \url{https://www.nature.com/collections/prbfkwmwvz}.
\item Nice links for applying FAIR principles in research software: \url{https://www.rd-alliance.org/group/software-source-code-ig/wiki/fair4software-reading-materials}
+ \item Jupyter Notebooks and problems with reproducibility: \citet{rule18} and \citet{pimentel19}.
+ \item Reproducibility certification \url{https://www.cascad.tech}.
+ \item \url{https://plato.stanford.edu/entries/scientific-reproducibility}.
\item
Modern analysis tools are almost entirely implemented as software packages.
This has lead many scientists to adopt solutions that software developers use for reproducing software (for example to fix bugs, or avoid security issues).