Many of them will find some way to rationalize it. There was a documentary about an infamous series of experiments some of these geniuses set up - they were obviously consistent with a round Earth, so they dismissed it and started mumbling about mistakes in the experimental design and so on.
You can lead a horse to water, but horses can be intensely moronic animals.