In Croatia Kaja is almost always thought of as a diminutive of Katarina, but it can be a short form of any name beginning with "Ka" like Karolina. In fact very rarely it was also used as a masculine name, a variant/nickname of Kajo (Gajo, Gaj) itself the Croatian form of Gaius.