> I assume uploading to arXiv doesn't count as having published a peer reviewed journal article, which is a problem for professionals.

Yes, in fact this is mainly what I meant with "quality badge". It's a badge mostly for instutitional bean-counting processes. Fellow scientists don't need it that much, typically we can separate the wheat from the chaff with a very quick skim.