In Maxwell’s mind, something paranormal is very much a part of the natural world but is also currently beyond our scientific understanding. He was being very careful. He meant “to the side of” (para-) the normal or the natural, not something outside that natural order, which is what the Latin supernaturalis, or supernatural,
