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From Wiki;

"The term has been applied to a humanoid robot designed to look like a human female; it has been derived from the word android in response to its linguistically masculine lexical element andro-, which is perceived as implying a male-styled robot according to some cultural readings.

Gynoid has not gained popularity, however, with the term android being used almost universally to refer to robotic humanoids regardless of apparent gender."