The correct answer is (b) Arithmetic mean
The explanation: The arithmetic mean is used as the input estimate in Type-A evaluation of uncertainty, and the standard deviation of the mean is used as the standard uncertainty. Those evaluation of standard uncertainty that is not a Type-A is a Type-B evaluation.