Green’s Dictionary of Slang

bone n.³

[bone v.³ + ref. to Bohn’s Classical Library]

(US campus) a very hard-working student.

1900

E.H. Babbitt ‘College Words and Phrases’ in DN II:i 24: bone, n. A close student.