The story
Various unsupported theories, but apparently from juicy and the name Lucy, chosen for the rhyme (and respelled accordingly).
Etymology from Wiktionary, CC BY-SA 4.0.
Jucy Lucy
Today it means: A cheeseburger with the cheese inside the meat instead of on top, resulting in a melted core of cheese, invented and popular in Minnesota. Full definition →