Much like coaching a sport team, things can get sticky. A friend volunteered herself and her computer scientist husband to coach a team and they were amazingly successful but she quit after a year and I was horrified by how other parents treated her and her husband (just so happens they were all parents of gifted children but I don't think there is a causation).

If you can pick and choose team members, I'd choose carefully.