Comment by __MatrixMan__

> no matter how well it fits the evidence

Are you proposing that an explanation can be true even though there's a different explanation which better fits the evidence?

Or are we talking about cases where both candidate explanations fit the evidence equally, and you have access to some kind of intuition which tells you which of the two are true?