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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Bibliographic Details
Main Authors: S. Spillias, K. M. Ollerhead, M. Andreotta, R. Annand-Jones, F. Boschetti, J. Duggan, D. B. Karcher, C. Paris, R. J. Shellock, R. Trebilco
Format: Article
Language:English
Published: BMC 2025-06-01
Series:Environmental Evidence
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Online Access:https://doi.org/10.1186/s13750-025-00362-9
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