Hey there @rhmills - can you please clarify what exactly you think is an error here?
There difference between the two entries is expected --- the first one (g__) means the feature was classified to at least that level, however the DB has no annotation at that depth. The second entry means that the classification stopped at family level, there was no match at the genus level given your confidence threshold when running classify-sklearn.