Is this a bug, or something that I must learn an Org incantation to work
around?

Well it's a bug in the sense that it's undesirable behaviour.  I use the somewhat ugly workaround of just switching to LaTeX \footnote{} commands just for those footnotes where I need optional arguments.   But I'd be glad not to have to mix footnote commands. 

Scot