It is typically used to hunt big game, the newspaper reports.
Investigators have not said what weapon was used in the shooting.
In a statement sent to CBS News, the BBC's US media partner, Ms Gillis' family called her "a kind, beautiful soul and a ray of light to anyone who was lucky enough to know her".