Can't find the citation, but remember gwern mentioning a study in one of his posts on replication that found that unintuitive findings tend to be both less replicable and more cited than intuitive ones.

Psychology is the field that is most hit with replication failures and has a slew of unintuitive results that turn out to be malpractice.