By studying the suffix of "fallacy,” a reader can conclude it means

The suffix “-acy” often turns a word into a noun meaning a state or condition, as in “accuracy” or “privacy.” In “fallacy,” it points to the state or quality of being false or mistaken. Therefore, the best choice is “the state of being false.”

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