In this research study, the Investigators are looking to see whether tivozanib works as a maintenance therapy for ovarian, fallopian tube or primary peritoneal carcinoma in participants who have achieved a complete response following chemotherapy. Maintenance therapy is given after a disease has responded to previous treatment. It is given to help prevent the spread or recurrence of the tumor.