I would fold the turn also, without reads/notes. Like JJ said, you are going to be looking at a lot of hands that beat you here. K-Q/A-Q are in villains range but IMO he wouldn't be potting the turn with them unless he is very aggro/donk. Not likely to be a semibluff since the board is gapped and no FD is possible on the flop.