I agree with your first statement (though your second takes it too far IMO). Still my question was relevant. Our judgments of these things are necessarily probabilistic and trust-based, at least in the absence of personally replicating a given result. Following the money is important in estimating the odds.

Money involves desire. Desire involves emotion. Emotion trumps intellect. That may be disturbing, but it's a bedrock fact about human nature.