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Dependence (a) of the average b value resulting from the fitting of 100 randomly chosen sets of oxide environments of B3+ and (b) of the average standard deviation in the training set and testing set on the number of B3+ environments in each set. The horizontal dashed line in panel (b) marks the true standard deviation of the complete testing set.
