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Misconception (noun)
a mistaken belief, a wrong idea
“There are several common misconceptions about the theory of relativity.”
“You’re obviously under the misconception that I care about your problems.”
“He thought that a misconception meant becoming pregnant with a girl.”
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Misperception (noun)
An incorrect perception.
Wiktionary