Here's an article that shows that the collective intelligence of the group is positively correlated with the number of females in the group, largely because females are more socially sensitive (according to a social sensitivity measure). Apparently, a group with more equally distributed conversational turn-taking has a higher collective intelligence than a group in which a few members dominate the interactions.
Sarah Meerts