The base font isn't Futura either. (Century Gothic?)
In this case it seems the base font has more fallback options, that's why instead of falling back directly to Serif or Sans Serif, it has more (better) choices. I'd suggest choosing Century Gothic right away - that'll fix this issue. You can check the available fonts by clicking the Font samples link - the ones marked with red are substituted.