Question: Which race and gender are given higher sentiment intensity predictions?
Answer: Females are given higher sentiment intensity when predicting anger, joy or valence, but males are given higher sentiment intensity when predicting  fear.
African American names are given higher score on the tasks of anger, fear, and sadness intensity prediction,  but European American names are given higher scores on joy and valence task.
Alternative answer:  the number of systems consistently giving higher scores to sentences with female noun phrases, higher scores to sentences with African American names on the tasks of anger, fear, and sadness,  joy and valence tasks, most submissions tended to assign higher scores to sentences with European American names