The blind spot

My university claims they use holistic grading and that an AI percentage score is just a guideline, not definitive proof. But once a professor sees a bright indicator flag next to your assignment entry in the dashboard, the neutrality is completely gone. Every sentence they read after that is viewed through a lens of suspicion, no matter how much proof of process you bring to the meeting.

Can an instructor actually grade an essay fairly after seeing an automated flag?