But doesn't that mean that you decide to split he set of represent able numbers in gate range in those that your code can return and those that it will never return?

Yes, the ones that you decide to return all have the same probability. The ones that you decide to never return have Rob ability zero. That is not "so that any particular floating number is no more likely to be picked than any other."