GPT-4o classified student explanations on the Energy and Momentum Conceptual Survey with 0-3% discrepancy from human graders and produced incorrect-explanation categories distinct from multiple-choice distractors.
Multiple-choice test of energy and momentum concepts
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abstract
We investigate student understanding of energy and momentum concepts at the level of introductory physics by designing and administering a 25-item multiple choice test and conducting individual interviews. We find that most students have difficulty in qualitatively interpreting basic principles related to energy and momentum and in applying them in physical situations.
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physics.ed-ph 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
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Using an LLM to Investigate Students' Explanations on Conceptual Physics Questions
GPT-4o classified student explanations on the Energy and Momentum Conceptual Survey with 0-3% discrepancy from human graders and produced incorrect-explanation categories distinct from multiple-choice distractors.