*I keep seeing probability referred to as an estimation of how certain you are in a belief. And while I guess it could be argued that you should be certain of a belief relative to the number of possible worlds left or whatever, that doesn't necessarily follow. Does the above explanation differ from how other people use probability?

One can ground probability in Cox's Theorem, which uniquely derives probability from a few things we would like our reasoning system to do.