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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Hlavní autoři:	S. Spillias, K. M. Ollerhead, M. Andreotta, R. Annand-Jones, F. Boschetti, J. Duggan, D. B. Karcher, C. Paris, R. J. Shellock, R. Trebilco
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	BMC 2025-06-01
Edice:	Environmental Evidence
Témata:	Artificial Intelligence Systematic review Large language models Scientific publication Natural-language processing Future of science
On-line přístup:	https://doi.org/10.1186/s13750-025-00362-9
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