A single example of gravity not working means the theory of gravity doesn't work, unless you mean that economics should not have scientific scrutiny.

Economics is in a dire state of proving theories right. It only accounts for perfectly rational actors. A famous nobel prize winner was proven wrong in the same year or so and he said his graphs didn't account for it.