are self-employment income subject to self-employment taxes,

I don't treat them as SE income.  Royalties are not SE. I don't have a cite.  

Code 2

"Did not actively participate" directly underneath code 39?

Don't check the box.  But review the return with and without it checked. I think that box is for RE professionals and other owners of real estate.