???Prior research has established that people are above chance in deciding whether someone is a Democrat or a Republican,??? Carpinella, a graduate student in psychology, tells demodirt.com. ???However, this prior work was unable to specify how people make these judgments.??? Gendered facial appearance, she notes, plays a critical role in drawing such conclusions.