I stumbled across one of these new bronze dollar coins, and it turned out to be one of the godless ones. W00t!
UPDATE: It turns out its stamped on the outer rim. D'oh! That's a pretty weird place to put it, but at least it's not on the face.
The real ones missing the markings are going for $50 or more on eBay.