It is sometimes said that we should never believe a scientific theory until it is verified by experiment. But a famous astronomer has also stated that we should never believe an observation until it is confirmed by a theory.
Faster Than The Speed Of Light: The Story of a Scientific Speculation (ed. Random House, 2011) - ISBN: 9781448134038