Flop top set - how do I extract the most?

[pdjplano]

On the turn, I'd check behind and give him an opportunity to bluff it on the river. I like the bet on the check when your hand isn't as strong, but here I'd like him to catch up a little and his check on the turn screams that he gave up on the hand and betting will take it right there...