Yes, that's exactly one of our goals. In the paper we even have a section on predicting which boards lead to mistakes (in general). The results were much weaker

Yes, that's exactly one of our goals. In the paper we even have a section on predicting which boards lead to mistakes (in general). The results were much weaker than the move prediction, but we're still working on it and will hopefully publish a followup paper.