Mike Neale pointed this out in response to a user post.
https://openmx.ssri.psu.edu/thread/3883#comment-5602
The saturated/independence models for binary data need to be modified a little be smartly depending on the number of categories in ordinal factors.
Comments
#1
#2
Fixed in r3815.