What are the Odds that UFOs are Aliens?

Robin Hanson, using some Bayseian updating, says it's around 5%. Of course, he's right, if not on that magnitude, then at least on the analysis of the kind of extreme certainty displayed by many people (including me, probably) about things they cannot know with such certainty.