The competition is sponsored by Bowker and Blurb.
"Any independently published book in any genre is eligible for entry. Entry fee is $40 per book. The winning entry will be selected by the editors of Shelf Unbound magazine."
Go here for details: http://www.shelfmediagroup.com/pages/competition.html