The same way one vets a PhD or similar: a peer review by a committee familiar with the field, who interview the person before they go on stage. They test the veracity of their work before it goes public.
The ones who pass or hold up to such scrutiny are viable. The ones who are just making everything up, misrepresenting data, or are just plain wrong get a pat on the back and told to try again.