A workaround if your criteria are out of order is to use the duplicate feature. 

Duplicate the criteria one-by-one so that they are added to the rubric in the order you want them (each duplicated criterion is added to the bottom of the rubric in the order you duplicate them). 

Then, after you have them in the order you want them, delete any criteria you no longer need.  That should do it.