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Re:Let’s make peer review scientific by pmarreck on Wednesday July 06, 2016 @02:42PM (#12045023)
> where the first question anyone in my "target audience" will ask is "why didn't this get published in a real journal, whats wrong with it?"

One would think that this wouldn't happen simply because it is (I think) a combination of two of the most well-known logical fallacies, "argumentum ad populum" and "appeal to authority" https://yourlogicalfallacyis.com/appeal-to-authority

I am extremely dismayed by the fact that, in a career where (of ALL careers!) the evidence should ostensibly speak for itself, papers (and their information) are essentially pre-rejected or pre-accepted based on reputation

Re:Let’s make peer review scientific by zerohp on Wednesday July 06, 2016 @03:11PM (#12045185)
Conferences and journals are a filter. If your paper can't pass a few rounds of anonymized review (for a conference) then it probably isn't worth the readers time.

As an example, arXiv is has a lot of great papers but it also has a lot of bad ones. I'm unlikely to go there to find a paper unless someone referred me to a specific one.

Re:Let’s make peer review scientific by apathy on Wednesday July 06, 2016 @04:53PM (#12045831)
I've never had a paper rejected from a conference, and I've seen some pretty shitty ones at conferences. I think this statement is pretty field-specific.

That said, in the CS and EE fields at least, the use of 10-12 referees for a short, dense conference paper is a really good idea. It would appear that this works primarily because of... drum roll ...the social norms and incentives in place within these specific fields.