I wonder if the machine was upgraded from treadle to electric at some point and that's when the handwheel got changed out. (??) I think you're right, I would expect a spoke wheel.
I've never seen a flat bobbin tire like that on a Singer before. Maybe that's just what someone had on hand?
Don't you wish they could talk and tell us their stories?