Hi Jason:
Grading on taste seems to be quite a subjective matter. One way ti assure objectivity is to use a grading rubric wherein a number of different characteristics are defined beforehand and a certain number of points are associated with each category. The instructor would then check the appropriate categories.
This method is still a bit subjective but at least it's consistent among the students that are being graded by it.
Regards, Barry