Ultra Thick Question

Submitted to Product Chat

I wanted to know if there are conditions that would cause the Ultra Thick to gum up and not give a smooth surface. I read the instructions and thought I was ok to use it but I ended up sanding down the project and repainting it and finishing it with Wipe On Poly. Is it the idea that I shouldn't use it over regular paint or could it be another condition like humidity?