An expert can be wrong, but a layperson is more likely to be wrong. "Experts are wrong" is sometimes common knowledge, but "I know better than experts" is an extraordinary claim that requires extraordinary evidence.
Appealing to an expert should not be an instant win, but an argument can be valid and useful without being sufficient to end the discussion.