Not necessarily. Of all those it predicts with a 97% confidence interval, you'd expect it to be wrong 3% of the time. Without any information other than that it was wrong about you, there's not much evidence about how accurate it is.

I can't find their name, but there is an African tribe where, as a courtship ritual, men dress up and wear makeup to attract women. To other people, this would sound like gender roles are reversed, but in reality, it's just their cultural definition of gender roles at play.

Men dress up to attract women in just about every culture. The fact that they also wear makeup shouldn't be surprising.

I can't find their name, but there is an African tribe where, as a courtship ritual, men dress up and wear makeup to attract women. To other people, this would sound like gender roles are reversed, but in reality, it's just their cultural definition of gender roles at play.

My, what a lot of big words. Of course, what we're looking at is somewhat culturally dependent; it just so happens that in our culture there's a heavily male-biased interest in, frinstance, looking at car websites (these seem to be the most male-dominated sites on the list it gives me). What's really interesting, though, is to what extent these patterns persist across different cultures... are men always more interested in transport than women are?