I understand this is more about the process than the result, but note that: a) his result is completely wrong, he identifies a living land snail as the 100+MYa fossil; b) a conversation with Claude helps with some decent knowledge and provides a few possible candidates, that can be then double checked. c) Claude could have talked the author out of trying to identify a Jurassic fossil against a database of living species.