Most of what gets filed under the realm of the paranormal is the result of people committing the argument-from-ignorance fallacy, or argumentum ad ignorantiam if you prefer the Latin logic terminology. Put simply, this is when you decide something is true or false because you can’t find evidence to the contrary.