One way we have avoided what happened to you is that we use Master Looter.  It doesn't work if you PUG Kara but if you go with your guild, it can keep some of these things from happening.  When someone rolls on something that isn't designed for them, we call them out on it.  They get to roll if the primary class/spec doesn't want it.