Island of the Maltese archipelago whose capital, Victoria, is also known as Rabat (4)
I believe the answer is:
gozo
(Other definitions for gozo that I've seen before include "Malta's second largest island" , "Mediterranean island" , "Maltese island" , "22 [FT SETTER]" , "Some land in Mediterranean" .)