@DrPen What's funny is that the bookshelf lowered neuroticism. I would imagine that people who read a lot are tons more neurotic than people who don't.
@DrPen Yes, of course it's all about perception. I'm just surprised that a model which makes decisions about personality traits, presumably trained on perception data and hence presumably outputting predicted perceptions, thinks that bookcases don't predict perceived neuroticism. Like, the neurotic booksmart people-dumb nerd is such a trope! Why is that not reflected in this model?