I noticed that the scientific method is nearly identical to the philosophical branch of epistemology.
Old science was indeed "Natural Philosophy". Indeed a Ph.D. is a Doctor of Philosophy, although there is precious little overt philosophy taught as part of science education today.
Philosophy is still a structural basis for science, but it is quite different from modern ideas of Philosophy.