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Systematic Review
Published 11 September 2026
Conditional validity in LLM-mediated L2 assessment: an argument-based systematic review and meta-analysis
Latifah Hamdan Alghamdi · Talal Musaed Alghizzi
Frontiers in Research Metrics and Analytics
doi 10.3389/frma.2026.1908592