What is the "software crisis" in bioinformatics?

This paper in biorXIV I missed a while back (thanks @Smith_Chem_Wisconsin) is very revealing.

Honestly, I thought the numbers would be far worse for bioinformatics, as a whole, but this is a really interesting scoring procedure and obviously something we need to address as more new tools appear.