Definitely become rubbery in the crock pot as they will continue to cook, even if it's on "stay warm". I usually serve all my seafood right away, maybe some kind of foil wrap or something would work though. Just my thoughts, good luck.
30 Gal. UDS, 18.5" 70's Redhead