Well supernatural intervention is ruled out from the basic physics and is extrapolated by extension to the universe as a whole as a fundamental to which there can be no violation, so that's what rules out supernatural no matter how far out you get.
Now as to beings who have superior technology to us that is of course possible and even probable -- but it's never "supernatural."