In recent years, authors are increasingly posting their manuscripts to preprint servers before they are officially peer-reviewed in social science journals. How anonymous is the 'anonymous' or double-blind peer review process when referees could easily surmise the identity of authors through preprint servers? The central agenda of the blinding practice is to conceal the identities of the reviewer(s) and author(s) from both parties, throughout the review process. Is the preprint practice in itself to be seen as an 'enemy' of the double-blind review process in social science?