paper_type.json (283B)
1 { 2 "paper_type": "position", 3 "reason": "Proposes a pedagogical framework (visual program simulation) for programming education with LLMs and makes prescriptive claims about assessment strategies, with literature review and preliminary student validation as supporting evidence." 4 }