I'm thinking it's STEGODON which fits everything save for the fact that it isn't a dinosaur but an extinct elephant-relative! Anyone got anything better?
Yes, Stegodon. Gets, brings (back = reverse, so Steg) O, old and Don, academic.
It's classed as a Dinosaur in Bradford's crossword dictionary - and in many, many books for children!