For instance, can a scientist really, credibly say, there's no such thing as telepathy, or precognition, or ghosts, or fairy dust
Well ghosts, if they existed, would violate the laws of thermodynamics so they can not exist.
Precognition would imply some form of time travel so there is no mechanism for that and telepathy has yet to be demonstrated although it remains a possibility.