Before revision:  Furthermore, we show that while good explanations improve human performance , incorrect explanations can degrade game performance as compared to no-explanation games.
After revision:  Notably, a few correct explanations can readily improve human performance , incorrect explanations can degrade game performance as compared to no-explanation games.