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Designing Reliable LLM-Assisted Rubric Scoring for Constructed Responses: Evidence from Physics Exams explores Designing reliable LLM-assisted rubric scoring for constructed responses in STEM exams, focusing on rubric design.. Commercial viability score: 5/10 in AI Education.
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Canonical route: /paper/designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-exams
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Agent Handoff
Canonical ID designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-exams | Route /paper/designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-exams
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-examsMCP example
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/buildability/designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-exams
Subject: Designing Reliable LLM-Assisted Rubric Scoring for Constructed Responses: Evidence from Physics Exams
Verdict
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Dimensions overall score 5.0
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This equation defines the score or evaluation function that determines model quality.
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Receipt path
/buildability/designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-exams
Paper ref
designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-exams
arXiv id
2604.12227
Generated at
2026-04-15T17:01:34.630Z
Evidence freshness
stale
Last verification
2026-04-15T17:01:34.630Z
Sources
3
References
0
Coverage
50%
Lineage hash
5a765e58a0c7738b4f1ee2c001e8c08c0a1f46883a579300ee89044b89365cd5
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External signature
unsigned_external
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Verification
not_verified
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Pending verification refs / 3 sources / Verification pending
repo_url
references
This equation defines the score or evaluation function that determines model quality.
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. Mid-level Performers (N = 3) Human Only 0.88 0.92 0.28 Human & AI (GPT-4o) 0.89 0.94 (N =
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