I hate to say I told you so....
Anyways, betting the flop is a mistake against the field here. What are we afraid of giving a scare card to? A 2 outer? We actually let the bad player play perfectly against our hand as I don't see him calling anywhere with an underpair on this board.
Betting the turn is downright spewtastic against a calling station who will most likely give you a free showdown.