Dr. Mustafa Hameed; Dr. Musarat Karim; Dr. Muhammad Nauman; Dr. Nadia Khan; Ms. Alisha Fida. A COUNTERFACTUAL OFF-POLICY AUDIT OF ELO-DRIVEN ITEM SELECTION IN AN ADAPTIVE GEOGRAPHY TUTOR. SES 2026, 4, 2574-2588.