In the case of the normal distribution, scale is the standard deviation. It is estimated by maximum likelihood method in GenReg in JMP Pro 12.

P-value is the probability value of the significance test H0: Scale=0. The P-value <0.0001 suggests the null hypothesis be rejected, i.e., a highly significant standard deviation.