Ever since Sir Isaac Newton's times, scientists have worked in the same sort of way:
They show a great respect for experiment and observation,
They don't cherry pick data,
They take a skeptical approach to what they do.
And then scientists work together to get a consensus as to what should be believed
And that generates very reliable knowledge and that reliable knowledge drives innovation.