Audit students will always see a Grades link on their course main page, but can ignore this link.  This is a feature that we are unable to turn off for audit students.  However, this does not mean that audit students will receive a grade for their course work.  On the contrary, audit students are unable to submit assignments throughout the course, and will not be graded on their work and course participation.