{ "_id": "6a290530732311cd875922a6", "Package": "arete", "Title": "Automated REtrieval from TExt", "Version": "0.2", "Date": "2026-05-11", "Author": "Vasco V. Branco [cre, aut] (ORCID:\n), Vaughn Shirey [ctb]\n(ORCID: ), Thomas\nMerrien [ctb] (ORCID: ),\nPedro Cardoso [aut] (ORCID:\n)", "Authors@R": "c(\nperson(\"Vasco V.\", \"Branco\", role = c(\"cre\",\"aut\"),\nemail = \"vasco.branco@helsinki.fi\",\ncomment = c(ORCID = \"0000-0001-7797-3183\")),\nperson(\"Vaughn\", \"Shirey\", role = c(\"ctb\"),\nemail = \"vms55@georgetown.edu\",\ncomment = c(ORCID = \"0000-0002-3589-9699\")),\nperson(\"Thomas\", \"Merrien\", role = c(\"ctb\"),\nemail = \"thomas.merrien@helsinki.fi\",\ncomment = c(ORCID = \"0000-0002-0339-5656\")),\nperson(\"Pedro\", \"Cardoso\", role = c(\"aut\"),\nemail = \"pedro.cardoso@helsinki.fi\",\ncomment = c(ORCID = \"0000-0001-8119-9960\"))\n)", "Maintainer": "Vasco V. Branco ", "Description": "A Python based pipeline for extraction of species\noccurrence data through the usage of large language models.\nIncludes validation tools designed to handle model\nhallucinations for a scientific, rigorous use of LLM. Currently\nsupports usage of GPT with more planned, including local and\nnon-proprietary models. For more details on the methodology\nused please consult the references listed under each function,\nsuch as Kent, A. et al. (1995) ,\nvan Rijsbergen, C.J. (1979, ISBN:978-0408709293, Levenshtein,\nV.I. 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