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The antonym of 'idea' is 'notion', and 'hypothesis' is closest in meaning to the term 'hypothesis'.
Notion is the antonym of the word idea.
A concept is the notion or image that we conjure up when we think of some cluster of related observations or ideas.
Hypothesis, in scientific terms, is closest in meaning to the word hypothesis.