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Rita Garcia, Michelle Craig · 2025 · DOI 10.1145/3730405

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AI-Generated Traces for Novice Programmers: Learning Effects and Learner Differences in a Multi-Institutional Study

cs.CY · 2026-06-02 · unverdicted · novelty 4.0

GATs yield selective, context-dependent, short-term benefits for immediate learning in CS1 courses, moderated by learner engagement profiles.

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AI-Generated Traces for Novice Programmers: Learning Effects and Learner Differences in a Multi-Institutional Study cs.CY · 2026-06-02 · unverdicted · none · ref 15
GATs yield selective, context-dependent, short-term benefits for immediate learning in CS1 courses, moderated by learner engagement profiles.

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