Borchers, C., Thomas, D.R., Lin, J. and Koedinger, K.R. 2026. Learning-Aware Reliability Estimation for Tutor Skill Assessment Using Large Language Models. Journal of Learning Analytics. (May 2026), 1-20. DOI:https://doi.org/10.18608/jla.2026.9133.