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I code or AI code: A comparative evaluation of AI-rated scores in classroom observations

Fong, Y. et al.
arXiv (All) · Papers
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computation-and-language
Classroom observations are widely recognized as a key tool for establishing benchmarks of education quality and guiding pedagogical improvement, yet they remain resource-intensive and dependent on trained observers. This study evaluated the feasibility of using a LLM (GPT-5 model) to score teacher-c
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