Good morning and welcome to the forums from SW Idaho.
You are correct about the oil on the furnace metal ours went off early in the morning and scared the dickens out of us.
This is one thing your dealer should have covered during your walk thru ours did but with the information overload we forgot about it...
Best of luck and enjoy your new unit.