Was the title character in song Ode to Billie Joe a man or woman give reasons?

The title character in the song "Ode to Billie Joe" is a teenage boy named Billie Joe McCallister. The line "Billie Joe was a twelve year old boy when his mother buried him" definitively points to this fact.