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

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Title: Evaluating generative AI for qualitative data extraction in community-based fisheries management literature.
Authors: Spillias S; CSIRO Environment, Hobart, TAS, Australia. scott.spillias@csiro.au.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia. scott.spillias@csiro.au., Ollerhead KM; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia., Andreotta M; CSIRO Environment, Perth, WA, Australia.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia., Annand-Jones R; CSIRO Environment, Hobart, TAS, Australia.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia., Boschetti F; CSIRO Environment, Perth, WA, Australia.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia., Duggan J; Fenner School of Environment and Society, Australian National University, Canberra, ACT, Australia.; Australian National Centre for the Public Awareness of Science, Australian National University, Canberra, ACT, Australia., Karcher DB; Australian National Centre for the Public Awareness of Science, Australian National University, Canberra, ACT, Australia., Paris C; CSIRO Data61, Sydney, NSW, Australia., Shellock RJ; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia.; Centre for Sustainable Development Reform, Faculty of Law and Justice, University of New South Wales Sydney, Sydney, NSW, Australia., Trebilco R; CSIRO Environment, Hobart, TAS, Australia.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia.
Source: Environmental evidence [Environ Evid] 2025 Jun 02; Vol. 14 (1), pp. 9. Date of Electronic Publication: 2025 Jun 02.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101744999 Publication Model: Electronic Cited Medium: Internet ISSN: 2047-2382 (Electronic) Linking ISSN: 20472382 NLM ISO Abbreviation: Environ Evid Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Evaluating generative AI for qualitative data extraction in community-based fisheries management literature.
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  Data: <searchLink fieldCode="AU" term="%22Spillias+S%22">Spillias S</searchLink>; CSIRO Environment, Hobart, TAS, Australia. scott.spillias@csiro.au.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia. scott.spillias@csiro.au.<br /><searchLink fieldCode="AU" term="%22Ollerhead+KM%22">Ollerhead KM</searchLink>; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia.<br /><searchLink fieldCode="AU" term="%22Andreotta+M%22">Andreotta M</searchLink>; CSIRO Environment, Perth, WA, Australia.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia.<br /><searchLink fieldCode="AU" term="%22Annand-Jones+R%22">Annand-Jones R</searchLink>; CSIRO Environment, Hobart, TAS, Australia.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia.<br /><searchLink fieldCode="AU" term="%22Boschetti+F%22">Boschetti F</searchLink>; CSIRO Environment, Perth, WA, Australia.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia.<br /><searchLink fieldCode="AU" term="%22Duggan+J%22">Duggan J</searchLink>; Fenner School of Environment and Society, Australian National University, Canberra, ACT, Australia.; Australian National Centre for the Public Awareness of Science, Australian National University, Canberra, ACT, Australia.<br /><searchLink fieldCode="AU" term="%22Karcher+DB%22">Karcher DB</searchLink>; Australian National Centre for the Public Awareness of Science, Australian National University, Canberra, ACT, Australia.<br /><searchLink fieldCode="AU" term="%22Paris+C%22">Paris C</searchLink>; CSIRO Data61, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Shellock+RJ%22">Shellock RJ</searchLink>; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia.; Centre for Sustainable Development Reform, Faculty of Law and Justice, University of New South Wales Sydney, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Trebilco+R%22">Trebilco R</searchLink>; CSIRO Environment, Hobart, TAS, Australia.; Centre for Marine Socioecology, University of Tasmania, Hobart, TAS, Australia.
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  Data: <searchLink fieldCode="JN" term="%22101744999%22">Environmental evidence</searchLink> [Environ Evid] 2025 Jun 02; Vol. 14 (1), pp. 9. <i>Date of Electronic Publication: </i>2025 Jun 02.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101744999 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2047-2382 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220472382%22">20472382 </searchLink><i>NLM ISO Abbreviation: </i>Environ Evid <i>Subsets: </i>PubMed not MEDLINE
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              Text: 2025 Jun 02
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