If the theme document is not viewable by Guest, the Theme is not taken into account (even for logged-in users)

If "view" is denied to guest (either from rights, either from the "Prevent unregistered users from viewing pages, regardless of the page or space rights" preference), the theme chosen in the preferences will not be applied, even for logged-in users who can view the theme document.