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Shi-Jin Li

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Open access Aug 2026

Mapping the Distribution and Depth of Metacognitive Processes in Generative AI-Assisted Learning: Evidence from Interaction Logs and Concurrent Think-Aloud Protocols

Combining the sources provides a fuller account of metacognitive activity than either record alone, without establishing monitoring accuracy, process effectiveness, or learning outcomes.

Shi-Jin Li, Jun-Jian Liu · 1 citation · ⚡1

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