Replication materials for "AI-enabled text indicators of epistemic norms for equitable assessment in higher education"

This repository contains non-sensitive replication materials for the manuscript “AI-enabled text indicators of epistemic norms for equitable assessment in higher education.” The materials include preprocessing and modeling scripts, the operational epistemic norm codebook, inter-rater reliability and spot-check audit materials, supplementary sensitivity tables, program-conditioned results, reference-verification materials, non-sensitive output files, figures and a synthetic example dataset sufficient to reproduce the structure of the analytic workflow. The original registrar-linked dataset and raw student reflections are not publicly shared because they contain institutionally sensitive and potentially identifiable information. The synthetic dataset is provided for workflow reproduction only and should not be interpreted as reproducing the confidential empirical records.