In everyday life we either express our beliefs in all-or-nothing terms or we resort to numerical probabilities: I believe it's going to rain or my chance of winning is one in a million. 'The Stability of Belief' develops a theory of rational belief that allows us to reason with all-or-nothing belief and numerical belief simultaneously
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Hannes Leitgeb (2017) studied this question.