Predatory open access journals seem to be a hot topic these days. In fact, there seems to be kind of a moral panic surrounding them. I would like to counter the admittedly shocking and scary stories around that moral panic by pointing out that perhaps we shouldn't be worrying so much about a fairly small number of admittedly bad actors and that we should be more concerned with the larger issues around the limitations of peer review and how scientific error and fraud leak through that system.