Before revision:  We also show that users who saw MC-BRP explanations understand why the model makes large errors in predictions significantly more than users in the control group  .
After revision:  We also show that users who saw MC-BRP explanations understand why the model makes large errors in predictions significantly more than users in the control group . We also conduct an in-depth analysis on the difference in attitudes between Practitioners and Researchers, and confirm that our results hold when conditioning on the users' background .