For reference, here are last year's
nominations, the winner was
The Future of the Mind, so that is ineligible, but the two runners up are eligible,
A Crack in the Edge of the World and
Are We Smart Enough to Know How Smart Animals Are?
The
Science ebook recommendations thread also has a lot of good choices in it.