They can really do whatever they want, including not giving you your money altogether. I don't mean that as a "DONT PLAY ON THE INTERNET!" thing, but I mean it as a "Player Beware, stick to reputable sites" thing.

A lot of sites set $50 as their minimum withdrawal size.