Like it says:
It would seem intuitive to just change it there and try again, but it's not actually editable.
To get to this point, I file-copied the original project, opened it in Bazaar Explorer, saw that it found the history okay, and proceeded to check out the project in its new home. After a minor bug fix, I tried to commit, and it did this.