Good point - the problem is that the grand majority of researchers publish only a very small part of what they actually did - this creates a missing data proble

Good point - the problem is that the grand majority of researchers publish only a very small part of what they actually did - this creates a missing data problem and greatly skews perceptions of those reading their work. If everyone published everything they had done, the problem with reproducibility would have been greatly reduced.