The effect of getting caught is only half the story there; IQ is more generally correlated with all manner of "low time preference" type decision making.
Not really. Almost definitionally (because of the way we've built society over time, not by semantics or chance) crimes are a "shortcut" compared to the honest alternative.
Maybe if you are considering crime committed in pursuit of profit, but unfortunately there can be many other aims.