Evaluating generative AI for qualitative data extraction in community-based fisheries management literature

Abstract Uptake of AI tools in knowledge production processes is rapidly growing. In this pilot study, we explore the ability of generative AI tools to reliably extract qualitative data from a limited sample of peer-reviewed documents in the context of community-based fisheries management (CBFM) lit...

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Detalhes bibliográficos

Principais autores:	S. Spillias, K. M. Ollerhead, M. Andreotta, R. Annand-Jones, F. Boschetti, J. Duggan, D. B. Karcher, C. Paris, R. J. Shellock, R. Trebilco
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2025-06-01
coleção:	Environmental Evidence
Assuntos:	Artificial Intelligence Systematic review Large language models Scientific publication Natural-language processing Future of science
Acesso em linha:	https://doi.org/10.1186/s13750-025-00362-9
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