"Real scientists conduct experiments to help evaluate empirical evidence"
That may be a bit of a stretch in some areas of science. In many of them, experiments are done to evaluate hypothesis which may, or may not, be based on empirical evidence.
As it is these days, in the end something does get measured in most, if not all, experiments conducted.