“An Argument-Based Validation Framework for Automated Scoring of Higher-Order Thinking in Arabic Essays”, JAF, vol. 16, no. 2, pp. 129–148, Sep. 2026, doi: 10.54214/alfawaid.Vol16.Iss2.1052.