{"title":"First impressions matter: Mundane obstacles to a forensic device for probabilistic reporting in fingerprint analysis.","authors":"Simon A Cole,Justin L Sola","doi":"10.1177/03063127251333074","DOIUrl":"https://doi.org/10.1177/03063127251333074","url":null,"abstract":"This article investigates why statistical reasoning has had little impact on the practice of friction ridge (or 'fingerprint') examination, despite both interest and some modest scientific progress toward this goal. Previous research has attributed this lack of results to practitioner resistance and legal apathy. This article seeks to complement those explanations through interviews with experts with a variety of perspectives on contemporary fingerprint practice about practical and mundane obstacles to the belated statistical revolution in fingerprinting. Based on these interviews, we argue that a 'forensic device' is required to incorporate statistical reasoning into fingerprint practice. This device would consist of a robust statistical model fronted by accessible, usable software. These components, in turn, require other components, such as large research data sets, markets, early adopters, government clients, education, and training. We conclude that the statistical revolution has been delayed not just by grand debates over the probabilistic nature of fingerprint evidence, but also by the seemingly mundane problems posed by developing and maintaining the kind of forensic device that would make such a revolution possible and practical.","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":"73 1","pages":"3063127251333074"},"PeriodicalIF":3.0,"publicationDate":"2025-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143914977","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Making a show of it: Reading demonstrations of empty government innovation through the metaphor of façade.","authors":"Santtu Räisänen","doi":"10.1177/03063127251337781","DOIUrl":"https://doi.org/10.1177/03063127251337781","url":null,"abstract":"This article examines meaning-making in a governmental technology demonstration, and its significance in the production of a durable artifice of innovation. STS literature has largely engaged with technology demonstrations in the context of commercial technology products, and through the lens of public knowledge-making: as events that elicit credence in matters-of-fact. I contribute to this discussion by turning attention towards a new context, governmental innovation, and approaching the format, not through its epistemics, but rather its aesthetic and affective registers. Over the course of a project aimed at building a governmental software system called the AuroraAI Network, to be used for the empowerment of welfare subjects, the Department of Government ICT at the Finnish Ministry of Finance produced a series of four highly theatrical events that sought to demonstrate the development of the AI system. Using social-semiotic performance analysis, I analyse these events as a kind of façade, one that presents the trappings of technology demonstration, but rather than advancing specific technical matters-of-fact, produces an affective and aesthetic sensibility of government innovation. By mobilizing the metaphor of façade, this research shows how empty innovation is made durable and successful.","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":"38 1","pages":"3063127251337781"},"PeriodicalIF":3.0,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143914831","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Virtual diversity: A proposal and discussion","authors":"Sergio Sismondo","doi":"10.1177/03063127251334495","DOIUrl":"https://doi.org/10.1177/03063127251334495","url":null,"abstract":"","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":"21 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143822654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Virtual diversity revisited","authors":"Harry Collins, Robert Evans, Luis Reyes-Galindo","doi":"10.1177/03063127251330545","DOIUrl":"https://doi.org/10.1177/03063127251330545","url":null,"abstract":"","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":"25 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143822652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The birth of thermopolitics: Wet-bulb temperatures, industrial microclimates, and class struggle in the early 20th century.","authors":"Grégoire Chamayou","doi":"10.1177/03063127251326878","DOIUrl":"https://doi.org/10.1177/03063127251326878","url":null,"abstract":"<p><p>Today, wet-bulb temperature is of vital importance in assessing the health effects of global warming. How did this heat stress index emerge? In this article, I turn to the research of industrial hygienist J.S. Haldane, who studied working conditions in mines in the early 20th century. The first warming of the thermo-industrial era was local, not global. It affected work environments, providing a fertile field of observation for occupational medicine and experimental physiology. These investigations revealed a wet-bulb temperature threshold beyond which efficiency deteriorates, which I interpret as the manifestation of an internal, climato-physiological contradiction between microclimates of production and labor power. However, as the long struggle of the Lancashire weavers against 'steaming' illustrates, an emerging labor environmentalism targeted these hostile atmospheric conditions. There, wet-bulb temperature and class struggle are combined in what I propose to call thermopolitics, which is understood as both government and conflict over temperatures. It was not just about controversies over regulatory standards; it was also about a clash between two opposing normativities, one quantitative, reduced to the physio-economy of productive efficiency, the other qualitative, vital, inviting us to rethink the notion of a democratic atmospheric politics. This article also shows that the theoretical wet-bulb temperature threshold used in some recent scientific literature is overestimated compared to empirical results exhumed from the history of science. This implies that, without decisive action, the tipping point for human heat tolerance could be reached sooner and more widely than anticipated.</p>","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":" ","pages":"3063127251326878"},"PeriodicalIF":2.9,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143781902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Melanie Jeske, Aliya Saperstein, Sandra Soo-Jin Lee, Janet K Shim
{"title":"Marginalized measures: The harmonization of diversity in precision medicine research.","authors":"Melanie Jeske, Aliya Saperstein, Sandra Soo-Jin Lee, Janet K Shim","doi":"10.1177/03063127241288498","DOIUrl":"10.1177/03063127241288498","url":null,"abstract":"<p><p>The production of large, shareable datasets is increasingly prioritized for a wide range of research purposes. In biomedicine, especially in the United States, calls to enhance representation of historically underrepresented populations in databases that integrate genomic, health history, demographic and lifestyle data have also increased in order to support the goals of precision medicine. Understanding the assumptions and values that shape the design of such datasets and the practices through which they are constructed are a pressing area of social inquiry. We examine how diversity is conceptualized in U.S. precision medicine research initiatives, specifically attending to how measures of diversity, including race, ethnicity, and medically underserved status, are constructed and harmonized to build commensurate datasets. In three case studies, we show how symbolic embrace of both diversity and harmonization efforts can compromise the utility of diversity data. Although big data and diverse population representation are heralded as the keys to unlocking the promises of precision medicine research, these cases reveal core tensions between what kinds of data are seen as central to 'the science' and which are marginalized.</p>","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":" ","pages":"178-208"},"PeriodicalIF":2.9,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142382315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Can democracy save children's lives? Addressing the constitutional problem of expertise.","authors":"Brice Laurent","doi":"10.1177/03063127241310461","DOIUrl":"10.1177/03063127241310461","url":null,"abstract":"<p><p>This comment critically examines Collins, Evans, and Reyes-Galindo's (CE&RG) concept of 'virtual diversity', proposed as a norm to safeguard scientific expertise in policy-making. CE&RG argue that scientists should acquire 'interactional expertise' in relevant 'non-scientific domains', enabling informed policy advice while preserving scientific integrity. This comment describes CE&RG's dualist approach, which separates epistemic and political concerns, and discusses its implications. It shows that for virtual diversity to contribute to the quality of and trust in expertise, this approach needs to be radically re-worked to include legitimacy-building processes. Using examples such as South Africa's AIDS policy and the COVID-19 pandemic, the comment argues that defending expertise requires ensuring the robustness of both scientific and political representations, of, in other terms, addressing expertise as a constitutional problem. Without a broader critical constitutional analysis, CE&RG's proposal risks reinforcing the crisis of expertise it seeks to remedy.</p>","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":" ","pages":"288-294"},"PeriodicalIF":2.9,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142932526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Silence of the labs.","authors":"Banu Subramaniam","doi":"10.1177/03063127251314452","DOIUrl":"10.1177/03063127251314452","url":null,"abstract":"<p><p>This is a commentary on 'Virtual diversity: Resolving the tension between the wider culture and the institution of science', by Harry Collins, Robert Evans, Luis Reyes-Galindo.</p>","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":" ","pages":"303-307"},"PeriodicalIF":2.9,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143025550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Categorical misalignment: Making autism(s) in big data biobanking.","authors":"Kathryne Metcalf","doi":"10.1177/03063127241288223","DOIUrl":"10.1177/03063127241288223","url":null,"abstract":"<p><p>The opaque relationship between biology and behavior is an intractable problem for psychiatry, and it increasingly challenges longstanding diagnostic categorizations. While various big data sciences have been repeatedly deployed as potential solutions, they have so far complicated more than they have managed to disentangle. Attending to <i>categorical misalignment</i>, this article proposes one reason why this is the case: Datasets have to instantiate clinical categories in order to make biological sense of them, and they do so in different ways. Here, I use mixed methods to examine the role of the reuse of big data in recent genomic research on autism spectrum disorder (ASD). I show how divergent regimes of psychiatric categorization are innately encoded within commonly used datasets from MSSNG and 23andMe, contributing to a rippling disjuncture in the accounts of autism that this body of research has produced. Beyond the specific complications this dynamic introduces for the category of autism, this paper argues for the necessity of critical attention to the role of dataset reuse and recombination across human genomics and beyond.</p>","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":" ","pages":"209-237"},"PeriodicalIF":2.9,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11986076/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142382314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"From the bench to public policy: Enhancing public trust in science.","authors":"Shobita Parthasarathy","doi":"10.1177/03063127241310587","DOIUrl":"10.1177/03063127241310587","url":null,"abstract":"<p><p>There is growing concern around the world about declining trust in the scientific enterprise. Some STS scholars argue that the solution is to move to a system of 'virtual diversity' where scientists are responsible for translating public concerns into their work. This commentary argues that this containment approach will have the opposite effect. The history of similar efforts suggests that scientists have trouble understanding the scope and urgency of public frustrations, and devalue the contributions of non-scientists, damaging the social fabric. A better approach for producing socially useful science and enhancing public trust is to create a truly inclusive scientific enterprise, which takes the knowledge and priorities of non-scientists seriously and engages them throughout the investigative process.</p>","PeriodicalId":51152,"journal":{"name":"Social Studies of Science","volume":" ","pages":"295-302"},"PeriodicalIF":2.9,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142973185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}