The paper defines a consensus distribution with respect to experts' opinions using a multiple quantile utility model. We show that the Steiner Point (R. Schneider, Isr J Math 2: 241-249, 1971) is the representative consensus probability. The new rule for aggregation of experts' opinions, which can be simply evaluated by the Shapley value, is prudential and coherent
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