Villain is a weak reg.
I haven't seem him bluff much but decided to check turn and represent weakness.
The question now is whether I should raise and if yes, what does that accomplish?

If I raise, he will fold and continue with only trips. He could be folding his draws as well.
Is my hand strong enough to check-raise and barrel river though? I'm not so sure.