Before revision:  We examine this question from the point of view of calibration, the property of a probabilistic model's predicted probabilities actually being well correlated with the probability of correctness.
After revision:  We examine this question from the point of view of calibration, the property of a probabilistic model's predicted probabilities actually being well correlated with the probabilities of correctness.