This happens to me all the time.
Just hit edit when the dot is on select site theme and then it should come back and give you the other option.
Good luck.
They all have Joeuser (or wincustomize, or Stardock, etc) in the string.
As for the documents, check the bottom of the page. Small print. There are some links there.