A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents. - Clayton Cohn; Surya Rayala; Namrata Srivastava; Joyce Horn Fonteles; Shruti Jain; Xinying Luo; Divya Mereddy; Naveeduddin Mohammed; Gautam Biswas (CoRR, 2025)