Beware the Dark Side (of scientific publishing)

There are many reputable publishers and journals for peer-reviewed manuscripts, many of which offer open access publishing options (what is open access?). There are also many questionable journals out there (so-called “predatory journals”), which often promote their open access publication. How do you tell the difference?
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