Have you considered the possibility that your temperament or personality might be the reason that multiple people on your team feel they have to pre-emptively justify themselves to avoid angry criticism? A meeting where people have to stand in front of their peers and potentially admit their failings can be quite anxiety-inducing if team members can't be trusted to respond in a professional manner.