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Can LLMs help redefine core journals in Library and Information Science? A content-based classification approach using large language models

Journal of Documentation (2026) 82 (1): 65–78.

https://doi.org/10.1108/JD-07-2025-0189

Published: 31 October 2025

.... However, inter-model agreement varied substantially (0.49–0.88). LLMs reproduced rather than resolved existing uncertainties about disciplinary boundaries, with their disagreements mirroring broader scholarly debates about field identity. This suggests computational approaches face the same...

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