dead from the neck up vs half-baked

Very stupid; brain-dead. 

incomplete; (of an idea or scheme) not fully planned or carefully considered, ill-conceived, unsound or badly thought-out; (of a person) foolish or having no common sense. 

Used other than figuratively or idiomatically: Partially cooked by heating in an oven.