I'm currently learning about composition, and a lot of this stuff seems pseudoscientific. Is there any proof that the golden ratio being present somewhere in a picture actually has a psychological effect?

There are some old pieces of art that were made long before a lot of these new concepts in composition arose, and it seems like everybody is able to find these newly "discovered" patters in old masterpieces.