It is not a matter of what you "believe" about dinosaurs and fairies. It is a matter of what is rational and provable. Believing in fairies does not make them exist. Disbelieving in dinosaurs, not make them not exist.
Believing that a verifiable fossil is just plaster is just as foolish as believing that fairies are real.