Baye's Theorem doesn't have a term for "burden of proof". If we want to claim that UBI will swing any way in particular, then we gotta pony up the evidence, regardless of the specifics.

Instead of volleying opinions back and forth, I think we would do better by discussing the ins and outs of current problems to which UBI is a single proposed possible solution.