Peer review is essential for advancing scientific research, but there are long-standing concerns that authors' prestige or other characteristics can bias reviewers. Double-blind peer has been proposed as a way to reduce reviewer bias, the evidence its effectiveness limited and mixed. Here, we examine effects of double-blind by analyzing files 5,027 papers submitted top computer science conferen...