Careful design of Large Language Model pipelines enables expert-level retrieval of evidence-based information from syntheses and databases

• Radhika Iyer,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Zoology, University of Cambridge, Cambridge United Kingdom

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• Alec Philip Christie ,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: a.christie@imperial.ac.uk

  Affiliations Department of Zoology, University of Cambridge, Cambridge United Kingdom, Centre for Environmental Policy, Imperial College London, United Kingdom.

  https://orcid.org/0000-0002-8465-8410

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• Anil Madhavapeddy,

  Roles Conceptualization, Funding acquisition, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science & Technology, University of Cambridge, Cambridge United Kingdom

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• Sam Reynolds,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Zoology, University of Cambridge, Cambridge United Kingdom

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• William Sutherland,

  Roles Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Zoology, University of Cambridge, Cambridge United Kingdom

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• Sadiq Jaffer

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science & Technology, University of Cambridge, Cambridge United Kingdom

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