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Pre-deployment Computational Audit for Adaptive Mathematics Games: Item-Bank Circumvention Affordances, Scheduling Diversity, and Session-Parameter Checks in a Fraction Addition and Subtraction Case
Existing research rarely reports audits of item banks, practice scheduling, and interaction rules before classroom pilots. Content legality alone may leave task-requirement circumvention affordances (TRCA) undeclared. Near-uniform within-level sampling may produce short-window practice homogenizatio
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