drethelin comments on How to Draw Conclusions Like Sherlock Holmes - Less Wrong Discussion
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http://en.wikipedia.org/wiki/Cottingley_Fairies
"Conan Doyle, as a spiritualist, was enthusiastic about the photographs, and interpreted them as clear and visible evidence of psychic phenomena."
To be fair, believing in supernatural phenomena based on seemingly good photographic evidence rather than on the basis of faith is at least a step in the right direction. But refusing to examine the flaws in the evidence is the problem, good example of motivated cognition there.