I don’t mind appealing to authority when I know the economics profession personally.

To be clear: it is an embarrassing error. Everyone also thinks this. They have been dragged for it quite a bit. But it was not deliberate.

In terms of the “total loss of credibility” … the fraction of empirical papers with some coding error approaches 1. The question is how bad it is.