According to Suskin in More Opening Nights on Broadway, the reviews were good to mixed, so you are correct. Mandelbaum in his book says that the producers closed the show because there wasn't enough of an advance sale to keep Drat! The Cat! going with no big stars and positive reviews, but no raves.
