It's cool, I like the idea. One of my main issues is that... It's really open to interpretation what counts for what. Ex, a magnet icon I assume would be science, logical in my head. However, it didn't count for anything. A fun one though, challenging.
The UI is really nice too for an early version, great job there.
Perhaps highlight one 'trait' for each girl that is affecting the score in some way? I'm not sure.