I agree with most of the things you said in this post, however,
This is a false equivalence. Kepler was a theorist - he did not claim to produce new science through a new experiment. The crux of Harris’ PhD thesis was the experiment. His paper was in experimental neuroscience. The paper did claim that new science is produced through a novel experiment that they conducted.
Can you imagine an experimental biologist who graduate without doing their own experiments?