This suggests that INTROVERT-EXTRAVERT as well as THINKING-FEELING are predictable from linguistic input alone, while this is much less the case for the other two dimensions.
for languages for which we have fewer than 500 authors, namely Italian and German, the model usually does not outperform the majority baseline.