Where multiple themes have been installed, you will be able to select via a drop-down menu which theme to apply to your site. This theme will be the default theme shown to logged-out people.
Institutions can also have a default theme set, which is shown to members in that institution when they log in or to other people when they navigate to portfolios created by members of that Institutions. You can configure themes for institutions in the Institutions section.