Children's books on an adult shelf are a moderate-confidence clue — worth noting, but easy to misread without other context.

The likely explanations

The misleading cases

Adults who keep children's books out of nostalgia are more common than you'd expect. Illustrated books, picture books kept for the art, classic children's literature valued as literature — all of these appear on adult shelves with no children in the picture.

How to use this clue

Don't use children's books alone. Use them as a modifier — they raise the probability of parent or teacher, but they need another signal to confirm it. Look for accompanying toys, school supply lists, or educational non-fiction.