context: A man in a yellow shirt does East Asian calligraphy.
hypothesis: It is improbable that a man does Japanese calligraphy.
valid_hypothesis: It is improbable that a man does Japanese calligraphy.
invalid_hypothesis: There is a better than even chance that a man does Japanese calligraphy.
hypothesis_assertion: A man does Japanese calligraphy.