Close in spirit to our investigation, Schofield and Mehr (2016) train a number of classifiers over movie scripts for determining the gender of individual (and pairs) of speakers as well as the expected length of their relationships.
we focus on understanding how the gender of a given character implicitly relates to features that track their control over their own path (agency) and the world around them (power).