they could not operate in both diagnostic and predictive modes, the uncontested specialty of Bayes’s rule. In the certainty factor approach, the rule “If fire, then smoke (with certainty c1)” could not combine coherently with “If smoke, then fire (with certainty c2)” without triggering a runaway buildup of belief.