When you get to the album page, you'll see in the song listing that the songs are listed as iTunes Plus, have a little plus icon next to them, and cost more. Once iTunes Plus is enabled, you'll only ever see iTunes Plus content for sale (where available), unless you turn iTunes Plus off.
When albums are available for purchase under iTunes Plus, a note above the "Buy Album" button will inform you that it's iTunes Plus content.
