It may not be sensible but he knows his politics.
He floated the idea of the Greens accepting uranium a few years back as a quid pro quo for something else, I forget what. It went down like a lead balloon.
So he himself is not anti uranium, he is just representing the mentality of his constituents. Its hard for a political party to give up on one of its historical pillars.
