I'm concerned that it can't be truly double-blind. Any high-profile work can become well-known within the rather small academic community, and a reviewer may know the identities of the author(s) regardless.

Going through the motions and pretending that this is truly double-blind may introduce even more peculiar biases than existed if they had merely chosen to make it single-blind.