Yes.
wouldn't it affect the score
Most people don't like the theme. So, yes. It affects the score.
The is one of the 6 rating category, so yes it will affect the score.
However a good game idea with a weak connection to the theme will usually perform waaayyyy better than a bad idea with a strong connection.
