That might be because in philosophy proving something is a bit more difficult and the concept of knowledge by necessity allows a fluid gradation of proof. In science the typical understanding of knowledge is that is something proven to work whether anyone believes it or not as the universe does not care how we feel about it.
But those are indeed just semantic details.