This replication package accompanies our paper. It includes the curriculum, survey questions, prompts, and deployed GPT configurations required to replicate the study. ## Contents - **Curriculum/** - `curriculum_alignment.pdf` — Final week-by-week curriculum with ACM/IEEE CS2013 alignment (PDF). - **Survey Questions/** - `survey_questions.pdf` — Daily and weekly survey questions used for participant reflections and feedback. - **prompts/** - `Week 2` — GPT prompt at the beginning of Week 2 - `Week 3` — GPT prompt at the beginning of Week 3 - `Week 4` — GPT prompt at the beginning of Week 4 - **Final-Deployed-GPT/** - `Final-Deployed-GPT` — The final deployed version of the adaptive GPT system used in the study. ## Usage Instructions 1. Start with **Curriculum/curriculum_alignment.pdf** for the structured learning plan and ACM/IEEE CS2013 alignment. 2. Use **Survey Questions/survey_questions.pdf** to replicate the daily and weekly participant reflections and feedback. 3. Review **prompts/** to understand how generative AI was guided for each week’s instructional focus. 4. The **Final-Deployed-GPT/** directory provides the final GPT configuration deployed in the study.