Screening LLM Judges Without Ground Truth: A Preliminary Evaluation of an AI Dental Hygiene Coach.

arXiv:2610.24335v1 Announce Type: new Abstract: Evaluating a fine-tuned coaching model with expert graders is slow and expensive, and an LLM judge cannot be trusted without ground truth. We present a staged pipeline that screens candidate LLM judges and studen