Ibrahim Essa, Mahmoud Abd ElFattah. “Beyond Proficiency-Matched Support: A Multidimensional Framework for Calibrating Generative AI Scaffolding in Arabic L2 Writing”. International Journal of Artificial Intelligence and Machine Learning 6, no. 3 (September 24, 2026): 1037–1049. Accessed November 10, 2026. https://www.svedbergopen.com/index.php/ijaiml/article/view/2487.