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Checking the turn keeps the pot smaller and more under control. Sure the villan may have a lone 7 or 8, or some sort of marginal draw. But I'm willing to sacrifice the possibility of that draw in order to keep the pot smaller.

Betting the turn= bloating the pot, and by the river, you don't want to be facing a big bet with your one pair.