Peer review is a staple of science, a seemingly inescapable barrier that every researcher must cross in order to share their work with the world. The internet is awash with complaints about Reviewer #2 and long, drawn out review processes. Despite this, most academics believe peer review to be a gold standard process that protects the scientific record from poor quality studies.