Why don't you want to raise the flop? I want to raise, primarily to inflate the pot so I can make big value bets if I make the nuts, but I'm not arguing if villain folds.

Turn I'd bet, both as played and if I raised flop and he calls then checks turn. Now I'm very happy for him to fold.

River, well as played I'm tempted to shove at these stakes, I don't expect him to fold a flush or a set, and anything else should fold to even a minraise.