Source distribution tarballs should not contain code different from what's in the source repository. They should not contain automatically generated artifacts, since those should not be in the repository, since they are by definition not the source, but output of some kind of build process.
Having the automatically generated configure script in the repository would have made it slightly easier to spot the backdoor if anyone took the time to read the committed configure script, but if it's already in the repository most people will just take that for granted, not run whatever process generates it, and not notice that it's not actually the output of said process.