It is entirely possible. Many people didn't have birth certificates then, being born at home and many guys lied about their age and joined during WWII.
If I Recall the was a 12 Y.O. in the Navy.....(a guy I was friends with in high school looked 35...fooled every convenience store clerk in town and he was only 16)
Possible but unlikely.