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Music Teacher Candidate Assessment showed strong validity and reliability
Discover the Music Teacher Candidate Assessment (MTCA), a validated rubric-based evaluation instrument for assessing student teachers in music education with strong psychometric properties.
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Smarter Together: Enhancing Human-AI Collaborative Grading With Teacher-Cognition Multi-Agent LLM Framework
TC-MAG framework uses multi-agent AI to improve automated grading of open-ended student responses with explainable partial credit assessment and teacher oversight capabilities.
