Based on a mistaken belief (10)
I believe the answer is:
fallacious
(Other definitions for fallacious that I've seen before include "Incorrect" , "Flawed" , "Like a mistaken belief" , "Deceptive, misleading" .)
I've seen this clue in the Sydney Morning Herald.
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