For the moment, assume that we can interpret the probability over hypotheses as an expression of epistemic uncertainty. Then how do we determine a prior probability? Perhaps we already have an intuitive judgment on the hypotheses in the model, so that we can pin down the prior probability on that basis. Or else we might have additional criteria for choosing our prior. However, several serious problems attach to procedures for determining the prior.