Or a very small abominable snow person.
The lift arm is easily pushed to the rear by mounding ice. The cycle lifts it, dumps ice, and then lowers it under pressure. If the pan is extremely full this action by itself can pull the front end of the arm out of the hole of the mounting plate and...