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“你的指控对象是我,还是软件?”概率 DNA 分析中的模糊性和有争议的专业知识。

'Is your accuser me, or is it the software?' Ambiguity and contested expertise in probabilistic DNA profiling.

机构信息

Department of Sociology, Columbia University, New York, NY, USA.

出版信息

Soc Stud Sci. 2024 Feb;54(1):30-58. doi: 10.1177/03063127231186646. Epub 2023 Aug 2.

Abstract

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.

摘要

当算法被添加到专家组的工作中时会发生什么?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可采性听证研究了将概率 DNA 分析(PDP)软件引入法医实验室的情况。虽然该软件旨在支持专家的决策,但实际上它破坏了他们的权威。他们通过交替产生软件的机构和意义的替代性且经常相互冲突的说法来应对这种破坏。该算法被交替地构建为仅仅是一种工具或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并做出最终决策;法医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”,特别是专家对持续诉讼的预期,这种诉讼破坏了他们对在法庭上部署和解释专业知识的控制。该软件突出了分析师所谓的公正性与其在法庭上的角色之间的紧张关系,揭示了刑事司法系统中专业知识和技术性质不断变化的法律和叙述影响。

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