Some things in life are better left a mystery. There is an argument for opaqueness when the act of full disclosure only limits your level of enjoyment: in my case, I need a complete lack of transparency to enjoy both chicken nuggets and David Lynch films. And that works for me. But metrics are not nuggets. Because in order to consume them, you really need to know how they’re made. Knowing the provenance of data, along with the context with which it was derived, provides everyone with the best chance of creating indicators which are fit for purpose. This is just one of the reasons why we built the Event Data infrastructure with transparency in mind.
This is a companion discussion topic for the original entry at https://www.crossref.org/blog/a-transparent-record-of-life-after-publication/