A study of student pairs finds that misalignment in perceptions of partners' AI use early in collaborative programming projects is associated with lower performance, especially among lower-performing teams.
Learning analytics: The emergence of a discipline [J]
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Converting percentage scores to A/B/C/D grades reduces information entropy by 69 percent, makes optimal student clusters sensitive to single data points, and drops temporal diagnostic consistency from 93-96 percent to 52-96 percent.
citing papers explorer
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Students' Perception Accuracy of Partners' AI Use and its Relation to Collaboration Performance
A study of student pairs finds that misalignment in perceptions of partners' AI use early in collaborative programming projects is associated with lower performance, especially among lower-performing teams.
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Data Aphasia: An Institutional Counterfactual Study of the Stability of Academic Cognition Under Letter-Grade Evaluation Systems
Converting percentage scores to A/B/C/D grades reduces information entropy by 69 percent, makes optimal student clusters sensitive to single data points, and drops temporal diagnostic consistency from 93-96 percent to 52-96 percent.