CitePrism is a human-in-the-loop framework combining LLM contextual analysis, semantic embeddings, and metadata verification for citation auditing, achieving Cohen's kappa of 0.429 against human labels in a single manuscript with 104 references.
A coefficient of agreement for nominal scales.Educational and Psy- chological Measurement, 20(1):37–46, 1960
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CitePrism: Human-in-the-Loop AI for Citation Auditing and Editorial Integrity
CitePrism is a human-in-the-loop framework combining LLM contextual analysis, semantic embeddings, and metadata verification for citation auditing, achieving Cohen's kappa of 0.429 against human labels in a single manuscript with 104 references.