I remember hearing Tom do this song in concert ( early 70s?), and he introduced it by saying that there were lots of songs about falling madly in love, and lots of songs about relationships breaking down, but not so many "in the middle" love songs where everything is just sort of ticking over. "Not Tonight Marie" was his "ticking over" love song.