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Contrary
Expect Unexpected
Use 'contrary' when outcomes are different from what was thought or intended. 
Cultural Expressions
'Contrary to popular belief' is a common phrase to introduce a widely held misconception. 
Emphasizing Error
To stress that a belief or opinion is incorrect, start with 'contrary to'. 