Someone I know put this well: "science is just as gullible at following the latest trends. The difference is it corrects itself, where trends never do."
I like that - and it's true, eventually science will correct itself, even in the face of ridicule from its own stalwarts (eg. the way that Robert Atkins was treated by the scientific community, right up until his theory [which was recycled] was proved with empirical data)