I have had the same problem today and wondered whether there was a problem with the booking website as I can't imagine that the shows are all sold out already! It allows you to select a time and go through the whole booking process before the 'no availability' message pops up - I would have thought that if they were fully booked then the times of the shows would all be greyed out, not allowing you to select them from the start.