Evaluating AI Text Detection Accuracy: A Systematic Review of False Positives, False Negatives, and Implications for Academic Integrity Policy in Gulf Region Universities

Abstract excerpt

<title>Abstract</title> <p>Universities across the Gulf Cooperation Council (GCC) have rapidly adopted AI text detection tools for academic integrity enforcement, yet no systematic review of published empirical evidence exists for this regional context. This paper presents a comprehensive systematic review and synthesis of published empirical findings on the accuracy, bias, and policy implications of five widely-...

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Literature Corpus work

47b905a9-a22e-50df-a288-955f8a9f6986

DOI

10.21203/rs.3.rs-9581862/v1