Although there are many theories about the assignment of inanimate nouns to grammatical genders, to the best of our knowledge, the linguistics literature lacks any large-scale, quantitative investigation of arbitrariness of noun-gender assignments.
the portion of the lexicon where this relationship is clear usually consists of animate nouns; nouns referring to people morphologically reflect the sociocultural notion of "natural genders."