It's surprisingly difficult to look at an idea and figure out from first principles if its any good. Most of the scientists (and people really) rely on comparing it with what they have already seen and using their experiences from things they know to judge the new idea.

So, its really difficult to judge a revolutionary theory. Crackpot theories are easier to judge however. They often have very provable falsehoods.