{"title":"你的指控者是我,还是软件?概率DNA分析中的模糊性和有争议的专业知识。","authors":"Hannah Pullen-Blasnik, Gil Eyal, Amy Weissenbach","doi":"10.1177/03063127231186646","DOIUrl":null,"url":null,"abstract":"<p><p>What happens when an algorithm is added to the work of an expert group? This study explores how algorithms pose a practical problem for experts. We study the introduction of a Probabilistic DNA Profiling (PDP) software into a forensics lab through interviews and court admissibility hearings. While meant to support experts' decision-making, in practice it has destabilized their authority. They respond to this destabilization by producing alternating and often conflicting accounts of the agency and significance of the software. The algorithm gets constructed alternately either as merely a tool or as indispensable statistical backing; the analysts' authority as either independent of the algorithm or reliant upon it to resolve conflict and create a final decision; and forensic expertise as resting either with the analysts or with the software. These tensions reflect the forensic 'culture of anticipation', specifically the experts' anticipation of ongoing litigation that destabilizes their control over the deployment and interpretation of expertise in the courtroom. The software highlights tensions between the analysts' supposed impartiality and their role in the courtroom, exposing legal and narrative implications of the changing nature of expertise and technology in the criminal legal system.</p>","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":" ","pages":"30-58"},"PeriodicalIF":2.9000,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"'Is your accuser me, or is it the software?' Ambiguity and contested expertise in probabilistic DNA profiling.\",\"authors\":\"Hannah Pullen-Blasnik, Gil Eyal, Amy Weissenbach\",\"doi\":\"10.1177/03063127231186646\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>What happens when an algorithm is added to the work of an expert group? This study explores how algorithms pose a practical problem for experts. We study the introduction of a Probabilistic DNA Profiling (PDP) software into a forensics lab through interviews and court admissibility hearings. While meant to support experts' decision-making, in practice it has destabilized their authority. They respond to this destabilization by producing alternating and often conflicting accounts of the agency and significance of the software. The algorithm gets constructed alternately either as merely a tool or as indispensable statistical backing; the analysts' authority as either independent of the algorithm or reliant upon it to resolve conflict and create a final decision; and forensic expertise as resting either with the analysts or with the software. These tensions reflect the forensic 'culture of anticipation', specifically the experts' anticipation of ongoing litigation that destabilizes their control over the deployment and interpretation of expertise in the courtroom. The software highlights tensions between the analysts' supposed impartiality and their role in the courtroom, exposing legal and narrative implications of the changing nature of expertise and technology in the criminal legal system.</p>\",\"PeriodicalId\":51152,\"journal\":{\"name\":\"Social Studies of Science\",\"volume\":\" \",\"pages\":\"30-58\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2024-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Social Studies of Science\",\"FirstCategoryId\":\"90\",\"ListUrlMain\":\"https://doi.org/10.1177/03063127231186646\",\"RegionNum\":2,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2023/8/2 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"HISTORY & PHILOSOPHY OF SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Social Studies of Science","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1177/03063127231186646","RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/8/2 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"HISTORY & PHILOSOPHY OF SCIENCE","Score":null,"Total":0}
引用次数: 0
摘要
在专家组的工作中加入算法会发生什么情况?本研究探讨了算法如何给专家带来实际问题。我们通过访谈和法庭受理听证会研究了法医实验室引入概率 DNA 分析(PDP)软件的情况。虽然该软件旨在为专家决策提供支持,但在实践中却动摇了专家的权威。为了应对这种不稳定性,专家们对软件的作用和意义做出了交替且往往相互矛盾的描述。算法被交替描述为仅仅是一种工具,或者是不可或缺的统计支持;分析师的权威要么独立于算法,要么依赖算法来解决冲突和做出最终决定;法医的专业知识要么在于分析师,要么在于软件。这些紧张关系反映了法医的 "预期文化",特别是专家对正在进行的诉讼的预期,这种预期破坏了他们对法庭上专业知识的部署和解释的控制。软件凸显了分析师所谓的公正性与他们在法庭上的角色之间的紧张关系,揭示了刑事法律系统中专业知识和技术不断变化的性质对法律和叙事的影响。
'Is your accuser me, or is it the software?' Ambiguity and contested expertise in probabilistic DNA profiling.
What happens when an algorithm is added to the work of an expert group? This study explores how algorithms pose a practical problem for experts. We study the introduction of a Probabilistic DNA Profiling (PDP) software into a forensics lab through interviews and court admissibility hearings. While meant to support experts' decision-making, in practice it has destabilized their authority. They respond to this destabilization by producing alternating and often conflicting accounts of the agency and significance of the software. The algorithm gets constructed alternately either as merely a tool or as indispensable statistical backing; the analysts' authority as either independent of the algorithm or reliant upon it to resolve conflict and create a final decision; and forensic expertise as resting either with the analysts or with the software. These tensions reflect the forensic 'culture of anticipation', specifically the experts' anticipation of ongoing litigation that destabilizes their control over the deployment and interpretation of expertise in the courtroom. The software highlights tensions between the analysts' supposed impartiality and their role in the courtroom, exposing legal and narrative implications of the changing nature of expertise and technology in the criminal legal system.
期刊介绍:
Social Studies of Science is an international peer reviewed journal that encourages submissions of original research on science, technology and medicine. The journal is multidisciplinary, publishing work from a range of fields including: political science, sociology, economics, history, philosophy, psychology social anthropology, legal and educational disciplines. This journal is a member of the Committee on Publication Ethics (COPE)