*> Another thing that works against this is a lack of academic credit for doing,...

> Another thing that works against this is a lack of academic credit for doing,overseeing, or steering the work. This also could change.

> Changing the incentives can easily change the results.

Arguably, besides the PI (Principal Investigator) listed on a paper, you should also list a Principal Engineer.