Philosophical Statement of Bayes’s Rule
The “state of nature” (e.g., count rate from analyte) is what we want to know
The “evidence” is what we have observed
The likelihood of the “evidence” given the “state of nature” is what we know about the way nature works
The probability of the state of nature is what we believed before we obtained the evidence