How do you teach urban design studio without grading students on taste?

I run a studio where students design public spaces, and I find it hard to separate defensible design reasoning from personal preference when marking.

Rubrics help, but reviewers and external examiners still ask how I justify the grades.

How do you assess urban design work in a way that is fair, transparent, and still rewards creativity?