Well worth looking at the definitions in assorted online dictionaries, in my opinion, and being aware of their wide variety. Words can get stuck in pigeon holes, sadly. Barbarian can simply mean uneducated, and I don't doubt there have been uneducated geniuses. The word doesn't necessarily mean 'thick' or rampageous.