this is not science of science. at most you could call it "engineering of science". science of science is epistemology
That would be the Philosophy of Science.
https://en.wikipedia.org/wiki/Metascience
Epistemology is philosophy of knowledge, justification, and the rationality of belief. Epistemologists don't use methods that would make it science.