Random effects should (almost) always have a 'Nominal' modeling type. I have seen multiple times where JMP users have random effects in their model with a 'Continuous' modeling type and the results are incorrect and the issue is difficult to spot. If JMP gave a warning message if any random effects were not 'Nominal', it would greatly reduce the problem.