I don't see any available path to replacing the current system of mainstream science as performed by trained scientists with a system of bayesian science peformed by trained bayesian masters. However, comparing mainstream science to normative bayesian epistemology suggests modifications to mainstream science worth advocating for. These include reporting likelihood ratios instead of p-values, pre-registering experiments, and giving replication attempts similar prominence to the novel results they attempt to replicate. For any of these changes, the "mere mortals" doing the science will be the same trained scientist who now perform mainstream science.

It is important to remember that though there is much that Bayes says science is doing wrong, there is also much that Bayes says science is doing right.