He's talking about Bayesian philosophy of science, not science, which ultimately does not rely on Bayesian epistemology.
Bayesian epistemology is an attempt to model why science works--it relies on science, not the other way around.
The reverse is not true--scientists have written a lot of philosophy--and since they tend to base their philosophy in reality rather than logic based on speculation, it tends to be better philosophy than philosophers.