ABCDEFGHIJKLMNOPQRSTUVWXYZ
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Perception DimensionStrongly DisagreeDisagreeNeutralAgreeStrongly Agree
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Learning motivation0,0%0,0%0,0%2,9%97,1%
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Learning engagement0,0%0,0%0,0%2,9%97,1%
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Ease of AI use0,0%0,0%0,0%8,8%91,2%
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AI usefulness0,0%0,0%0,0%0,0%100,0%
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Learning satisfaction0,0%0,0%0,0%0,0%100,0%
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Figure 9. Percentage Distribution of Student Perceptions toward AI-Assisted Learning
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Note: Percentages were derived from the synthetic/simulated participant-level dataset previously supplied. Each perception dimension totals 100%.
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