1 INTRODUCTION Traditionally, risk assessments employed probabilities to express uncertainties. However, contemporary risk-assessment frameworks recognize the need to “go beyond probability” (Aven, 2016) by including a component that reflects a judgment on the strength of knowledge lying behind a measure of uncertainty, such as a probability.