Questionable devices: Applying a large language model to deliberate carbon removal

IF 4.9 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Dr. Laurie Waller , Dr. David Moats , Dr. Emily Cox , Dr. Rob Bellamy
{"title":"Questionable devices: Applying a large language model to deliberate carbon removal","authors":"Dr. Laurie Waller ,&nbsp;Dr. David Moats ,&nbsp;Dr. Emily Cox ,&nbsp;Dr. Rob Bellamy","doi":"10.1016/j.envsci.2024.103940","DOIUrl":null,"url":null,"abstract":"<div><div>This paper presents a device-centred approach to deliberation, developed in deliberative workshops appraising methods for removing carbon dioxide from the air. Our approach involved deploying the Large Language Model application ChatGPT (sometimes termed “generative AI”) to elicit questions and generate texts about carbon removal. We develop the notion of the “questionable” device to foreground the informational unruliness ChatGPT introduced into the deliberations. The analysis highlights occasions where the deliberative apparatus became a focus of collective critique, including over: issue definitions, expert-curated resources, lay identities and social classifications. However, in this set-up ChatGPT was all too often engaged unquestioningly as an instrument for informing discussion; its instrumental lure disguising the unruliness it introduced into the workshops. In concluding, we elaborate the notion of questionable devices and reflect on the way carbon removal has been “devised” as a field in want of informed deliberation.</div></div>","PeriodicalId":313,"journal":{"name":"Environmental Science & Policy","volume":"162 ","pages":"Article 103940"},"PeriodicalIF":4.9000,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Science & Policy","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1462901124002740","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

This paper presents a device-centred approach to deliberation, developed in deliberative workshops appraising methods for removing carbon dioxide from the air. Our approach involved deploying the Large Language Model application ChatGPT (sometimes termed “generative AI”) to elicit questions and generate texts about carbon removal. We develop the notion of the “questionable” device to foreground the informational unruliness ChatGPT introduced into the deliberations. The analysis highlights occasions where the deliberative apparatus became a focus of collective critique, including over: issue definitions, expert-curated resources, lay identities and social classifications. However, in this set-up ChatGPT was all too often engaged unquestioningly as an instrument for informing discussion; its instrumental lure disguising the unruliness it introduced into the workshops. In concluding, we elaborate the notion of questionable devices and reflect on the way carbon removal has been “devised” as a field in want of informed deliberation.
有问题的装置:将大型语言模型应用于故意除碳
本文介绍了一种以设备为中心的商议方法,该方法是在评估从空气中去除二氧化碳的方法的商议研讨会上开发的。我们的方法包括部署大型语言模型应用程序 ChatGPT(有时被称为 "生成式人工智能"),以诱发问题并生成有关碳清除的文本。我们提出了 "有问题 "设备的概念,以突出 ChatGPT 在讨论中引入的信息不规则性。我们的分析强调了审议机制成为集体批评焦点的场合,包括问题定义、专家资源、非专业身份和社会分类。然而,在这种情况下,ChatGPT 常常被不加质疑地当作一种为讨论提供信息的工具;其工具性的诱惑掩盖了它给研讨会带来的不和谐因素。最后,我们阐述了可疑工具的概念,并反思了碳清除作为一个需要知情讨论的领域的 "设计 "方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Environmental Science & Policy
Environmental Science & Policy 环境科学-环境科学
CiteScore
10.90
自引率
8.30%
发文量
332
审稿时长
68 days
期刊介绍: Environmental Science & Policy promotes communication among government, business and industry, academia, and non-governmental organisations who are instrumental in the solution of environmental problems. It also seeks to advance interdisciplinary research of policy relevance on environmental issues such as climate change, biodiversity, environmental pollution and wastes, renewable and non-renewable natural resources, sustainability, and the interactions among these issues. The journal emphasises the linkages between these environmental issues and social and economic issues such as production, transport, consumption, growth, demographic changes, well-being, and health. However, the subject coverage will not be restricted to these issues and the introduction of new dimensions will be encouraged.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信