Before revision:  We found that although users are interested in explanations for the road not taken - namely, why the model chose one result and not a well-defined, seemly similar legitimate counterpart - most model interpretations cannot answer these questions.
After revision:  We found that although users are interested in explanations for the road not taken - namely, why the model chose one result and not a well-defined, seemly similar legitimate counterpart -- most model interpretations cannot answer these questions.