A/S/P Analysis Supplement for "Knowledge Markers: An AI-Agnostic Concept for the Design of Programming Courses"

This dataset contains the paper-specific A/S/P analysis supplement for the paper “Knowledge Markers: An AI-Agnostic Concept for the Design of Programming Courses”. It includes the cleaned PDF script used for the table-of-contents-based analysis, the generated table of contents, human and LLM marker assignment packages, merged human/LLM label results, marker-distribution summaries and plots, the LLM labelling transcript, and scripts used to derive the analysis tables and plots.