I just gave an example of a theory based on evidence (Newton), being replaced by a theory that better explained anomalies in that evidence (Einstein). What do you object to about that argument?
If you can show there was a scientific theory that was based on just whatever storybook the scientist read the previous night, and everyone blindly accepted that theory until it was overwhelmingly proven false, then please do.