Concept: Rubric
Development and Validation of a Music Teacher Candidate Assessment
Assessing student music teachers with a validated, two-part rubric

Smarter Together: Enhancing Human-AI Collaborative Grading With Teacher-Cognition Multi-Agent LLM Framework
AI framework that mimics teacher reasoning to improve accuracy and transparency in automated grading




