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I would check-raise here instead of check-call if I felt Villain's bet was weak - maybe that's too aggressive?

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I might do the same if I sniffed weakness. The villian from the OP was described as tight though and if he is betting a set here a majority of the time, that check/raise is just adding fuel to a -EV fire.