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Allan H. Murphy, Robert L. Winkler, Reliability of Subjective Probability Forecasts of Precipitation and Temperature, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 26, No. 1 (1977), pp. 41-47
Murphy et al. (Sat,) studied this question.