Before revision:  The modulation depends on a probability ratio, called the "Bayes Factor Surprise"  that tests the prior belief against the current belief.
After revision:  The modulation depends on a probability ratio, which we call "Bayes Factor Surprise" that tests the prior belief against the current belief.