This article combines the idea of the active interview with insights from science studies and suggests that some concepts from science studies, like boundary objects and trading zones, should be utilized to understand and facilitate the production and analysis of data in a transcultural interview. This is illustrated by examples from interviews that the author conducted with women computer science students and faculty in a university in Malaysia. The article argues that the understanding of, as well as the performance of (...) the transcultural interview might benefit from the highly pragmatic character of scientific investigations, focusing on using locally available resources to produce knowledge; and that this in turn may enhance our capacity to do feminist research. (shrink)

This paper contends that African-centered models of psychopathology represent a heretical challenge to orthodox North American Mental Health. Heresy is the defiant rejection of ideology from a smaller community within the orthodoxy. African-centered models of psychopathology use much of the same language and ideas about the diagnostic process as Western psychiatry and clinical psychology but explicitly reject the ideological foundations of illness definition. The nature of the heretical critique is discussed, and implications for the future of this school of thought (...) are offered. (shrink)

Medical classification systems aim to provide a manageable taxonomy for sorting diagnoses into their proper classes. The question, this paper wants to critically examine, is how to correctly systematise diseases within classification systems that are applied in a variety of different settings. ICD and DSM , the two major classification systems in medicine and psychiatry, will be the main subjects of this paper; however, the arguments are not restricted to these classification systems but point out general methodological and epistemological challenges (...) of classifying diseases for differing purposes. Deciding what qualifies as a disease to be included into a classification system as well as choosing a specific validator for correctly systematising diseases is complicated because the broad applicability of medical classification systems simultaneously appears as aim and challenge. Drawing upon the case study of classifying Alzheimer’s disease, this paper will address three dilemmas in designing ‘good’ medical classification systems. They are due to general epistemological problems of medicine, such as the relationship between individual manifestations of diseases and the necessity of building groups in order to scientifically elucidate causes of diseases. Moreover, they involve pragmatic issues of designing usable classifications that allow for easily discriminating between classes of diseases, restricting, however, the completeness of disease representations. This paper wants to trace how the choice of certain validators is unavoidably value-laden and deeply intertwined with epistemological assumptions of how different uses relate to each other, resulting either in a prioritisation of (constrained) coherence or of (vague) pluralistic connectibility. (shrink)

ZusammenfassungDieser Aufsatz zeigt anhand der Hamburger Anthropologie des 20. Jahrhunderts, wie historisch spezifische Aufschreibesysteme der anthropologischen Forschung die jeweiligen Vorstellungen davon, was „Rasse“ sei, prägten und diese für den politischen Zugriff operationalisierten. Es werden drei Paradigmen der Geschichte der deutschen Anthropologie – physische Anthropologie, „Erblehre“, Populationsgenetik – untersucht und die Frage gestellt, wie sich die ihnen jeweils zugrunde liegenden Medientechniken – Loseblattsammlung, Kartei, elektronische Datenverarbeitung – auf die Konstruktion und politische Mobilisierung von „Rasse“ auswirkten. Mit einer so konturierten Datengeschichte der (...) Rassifizierung lassen sich die ontologischen Fallstricke jüngerer Debatten um die Kategorie „Rasse“ umgehen. (shrink)

In 1967 Garfinkel and Bittner were investigating good organizational reasons for bad clinic records, demonstrating how the reading of such records as sociological data should be reported to the understanding of their production’s practical contingencies and to the situated circumstances of their use. This seminal paper opened new avenues of research related to the study of records in various professional contexts and of their transformation, to the development of praxiological approaches to practical and professional texts, or to the study of (...) historical documents and archives. To contribute to this ethnomethodological strand of research, I propose a case-study of artworks’ records management at the museum, investigated as a perspicuous site to reflect upon how artworks are experienced, apprehended and defined in the institutional ordinary business. Drawing on observations and materials collected at the French National Museum of Modern Art, I study records’ careers and describe their material and organizational properties, by giving a close look at some elements. More particularly, I focus on one distinctive property of some records: their thickness, investigated as a scheme of interpretation of the situated features of documentation work. By reading artworks’ records as local collective practices of assemblage, disruption and reconfiguration of pieces of documentation, I demonstrate that what is documented in this process is not only the artwork: it is also the collective work of working with artworks, dealt with as ongoing achievements of institutional practices. (shrink)

Research on algorithms tends to focus on American companies and on the effects their algorithms have on Western users, while such algorithms are in fact developed in various geographical locations and used in highly diverse socio-cultural contexts. That is, the spatial trajectories through which algorithms operate and the distances and differences between the people who develop such algorithms and the users their algorithms affect remain overlooked. Moreover, while the power of big data algorithms has been recently compared to colonialism (Couldry (...) and Mejias 2019), the move from the colonial gaze (Yegenoglu 1998) to the algorithmic gaze (Graham 2010) has yet to be fully discussed. This article aims to fill these gaps by exploring the attempts to algorithmically conceptualize “the Other”. Based on the case study of an Israeli user-profiling company and its attempts to sell its services to East Asian corporations, I show that the algorithmic gaze—algorithms’ ability to characterize, conceptualize, and affect users—stems from a complex combination between opposing-but-complimentary perspectives: that it is simultaneously a continuation of the colonial gaze and its complete opposite. The ways in which algorithms are being programmed to see the Other, the ways algorithmic categories are named to depict the Other, and the ways people who design such algorithms describe and understand the Other are all different but deeply interrelated factors in how algorithms “see.” I accordingly argue that the story of algorithms is an intercultural one, and that the power of algorithms perpetually flows back and forth—between East and West, South and North. (shrink)

Stem cell researchers labor in unpredictable circumstances, beset by uncertainties allied to the study of cellular signaling behaviors. STS research, based primarily on the work of Star, has demonstrated that medical scientists often approach these vicissitudes using a type of phronesis that aims to better qualify the causes of experimental ambiguities, while also identifying optimistic reference points to help guide future research. Knowledge of this type of phronesis is extended by this article, which examines the composition of the three most (...) popular citations allied to the regenerative cellular biology/human-induced pluripotent stem cells literature. When analyzed, these papers afford evidence that the adducement of positive signals begins with sorting and categorizing. This article finds that, when representing the outcomes of this cataloging for peer-review consumption, the authors concerned predicated their observations in a perspicacious rhetoric, which serves to reinforce positive-leaning ascriptions by couching them in images of virtue, fortitude, and due diligence. The research findings presented herewith suggest that adducements of this kind may be anchored in a representational practice that could be described as “modal splicing.” This article contributes to the STS literature by observing connections between modal splicing, perspicacious representation, and knowledge affirmations in hiPSC contexts. (shrink)

Ethnobotanical research provides ample justification for comparing diverse biological nomenclatures and exploring ways that retain alternative naming practices. However, how (and whether) comparison of nomenclatures is possible remains a subject of discussion. The comparison of diverse nomenclatural practices introduces a suite of epistemic and ontological difficulties and considerations. Different nomenclatures may depend on whether the communities using them rely on formalized naming conventions; cultural or spiritual valuations; or worldviews. Because of this, some argue that the different naming practices may not (...) be comparable if the ontological commitments employed differ. Comparisons between different nomenclatures cannot assume that either the naming practices or the object to which these names are intended to apply identifies some universally agreed upon object of interest. Investigating this suite of philosophical problems, I explore the role grey nomenclatures play in classification. ‘Grey nomenclatures’ are defined as those that employ names that are either intentionally or accidentally non-Linnaean. The classification of the lichen thallus (a symbiont) has been classified outside the Linnaean system by botanists relying on the International Code of Nomenclature for algae, fungi, and plants (ICN). But, I argue, the use of grey names is not isolated and does not occur exclusively within institutionalized naming practices. I suggest, ‘grey names’ also aptly describe nomenclatures employed by indigenous communities such as the Samí of Northern Finmark, the Sherpa of Nepal, and the Okanagan First Nations. I pay particular attention to how naming practices are employed in these communities; what ontological commitments they hold; for what purposes are these names used; and what anchors the community’s nomenclatural practices. Exploring the history of lichen naming and early ethnolichenological research, I then investigate the stakes that must be considered for any attempt to preserve, retain, integrate, or compare the knowledge contained in both academically formalized grey names and indigenous nomenclatures in a way that preserves their source-specific informational content. (shrink)

Much like an exotic city, a computer programme or an artistic exhibition, new technologies often require guidebooks. This is particularly the case for nanotechnology, a multifaceted and diverse research programme characterised by canonical origin stories, seemingly limitless claims about its potential to transform everything from sunscreen to space travel, the nascent ingredients for a public risk controversy and state-level coordination of research funding and support measures. If ever anyone was in any doubt, What is Nanotechnology and Why Does It Matter? (...) confirms that nanotechnology has arrived.Its authors open with a straightforward narrative outlining the significance of nanotechnology and the importance of understanding what its novelty is, stating:New and emerging technologies both excite and worry us … and nanotechnology today is certainly a flashpoint for irrational exuberance and fears. By definition, there is a knowledge gap during the nascent stages of any new technology, a .. (shrink)

ArgumentRecent studies of patents have argued that the very materiality and techniques of legal media, such as the written patent document, are vital for the legal construction of a patentable invention. Developing the centrality placed on patent documents further, it becomes important to understand how these documents are ordered and mobilized. Patent classification answers the necessity of making the virtual nature of textual claims practicable by linking written inscription to bureaucracy. Here, the epistemological organization of documents overlaps with the grid (...) of patent administration. How are scientific inventions represented in such a process? If we examine the process of creating a new patent category within the International Patent Classification (IPC), it becomes clear that disagreements about the substance of the novel inventive subject matter have been resolved by computer simulations of patent documents in draft classifications. The practical needs of patent examiners were the most important concerns in the making of a new category. Such a lack of epistemological mediation between the scientific and legal identities of an invention depicts a legal understanding that science is already inside patent law. From an internal legal perspective, the self-referential introduction of the new patent category may make practical sense; however it becomes problematic from a technological and scientific standpoint as the remit of the patent classification also affects other social contexts and practices. (shrink)

Digital technology can facilitate collaboration and data sharing among humanities scholars, and therefore is sometimes seen as a catalyst for attempts to revise problematic canonical traditions in literary history. In this paper, I interrogate how specific ways of organising scholarly labour make possible certain forms of knowledge, and I study the obstacles scholars face when trying to adapt established organisational models. For this purpose I draw on fieldwork in a large European database project, launched to create empirical knowledge about “forgotten” (...) women writers. Literary studies is characterised by monograph-oriented scholarship, situated in regional disciplinary contexts. The collaborative use of a database, however, requires an integration of individual research practices, and it blurs the division of labour between scholars and information professionals. In the present case, the inertia of established infrastructural arrangements manifested itself as a conflict between what was required to gen.. (shrink)

In this article, we extend the concept of technology beyond the conventional understanding of systems and artifacts as embodiments of particular functionalities that are variously enacted in local settings. Technological artifacts or systems epitomize operational couplings that extend beyond the human-technology interface. Such couplings entail multiple, unobtrusive, back-staged links that evade human interpretation yet are critically involved in the reproduction and control of social relations. Cast in this light, technologies emerge as complex rationalized embodiments for structuring social relationships and, in (...) this quality, complement and occasionally compete with institutional modes of governance. We explore these ideas in the empirical context of cultural memory organizations (e.g., libraries, archives, museums). As the outcome of the technological developments that have marked the field over the last two decades, the operations of memory institutions increasingly mingle with those of information aggregators and search engines. These developments reframe longstanding professional practices of memory organizations and, in this process, challenge their institutional mandate. (shrink)

Geoengineering is typically defined as a techno-scientific response to climate change that differs from mitigation and adaptation, and that includes diverse individual technologies, which can be classified as either solar radiation management or carbon dioxide removal. We analyse the representation of geoengineering on Wikipedia as a way of opening up this dominating, if contested, model for further debate. We achieve this by contrasting the dominating model as presented in the encyclopaedic article texts with the patterns of hyper-link associations between the (...) articles. Two datasets were created tracing the geoengineering construct on Wikipedia, shedding light on its boundary with its context, as well as on its internal structure. The analysis shows that the geoengineering category tends to be associated on Wikipedia primarily with atmospheric solar radiation management rather than land-based carbon dioxide removal type technologies. The results support the notion that the dominant model of defining and classifying geoengineering technology has been beneficial for solar radiation management type technologies more than for land-based carbon dioxide removal ones. The article also demonstrates that controversy mapping with Wikipedia data affords analysis that can open up dominating definitions and classifications of technologies, and offer resistance to their frequent naturalising and decontextualising tendencies. This work is in line with recent work on digital sociology, but the article contributes a new methodology and reports on the first empirical application of controversy mapping using Wikipedia data to a technology. (shrink)

In recent years, policymakers have begun to problematize how legislation stands in the way of the digitalization of the public sector. We are witnessing the emergence of a new phenomenon, digital-ready legislation, which implies that, whenever possible, new legislation should build on simple rules and unambiguous terminology to reduce the need for professional discretion and allow for the extended use of automated case processing in public-sector organizations. Digital-ready legislation has potentially wide-ranging consequences because it creates the conditions for how public (...) organizations are digitalized. The processes, practices, choices, and responsibilities for drafting digital-ready legislation, however, are not well-described or debated. Digital-ready legislation is a dormant issue. This paper develops the notion of the “double darkness” of digitalization to account for this. Based on a qualitative study, the paper investigates how digital-ready legislation as a sociotechnical arrangement is shaped by policy tools and by a complex, collaborative process where responsibility for legislation is fragmented. It argues that although the policy tools are aimed at making actors responsible for digitalization and creating clarity about the process, actors seem to be reluctant to take on the responsibility for making political decisions related to digitalization. (shrink)

The Bermuda Principles for DNA sequence data sharing are an enduring legacy of the Human Genome Project. They were adopted by the HGP at a strategy meeting in Bermuda in February of 1996 and implemented in formal policies by early 1998, mandating daily release of HGP-funded DNA sequences into the public domain. The idea of daily sharing, we argue, emanated directly from strategies for large, goal-directed molecular biology projects first tested within the “community” of C. elegans researchers, and were introduced (...) and defended for the HGP by the nematode biologists John Sulston and Robert Waterston. In the C. elegans community, and subsequently in the HGP, daily sharing served the pragmatic goals of quality control and project coordination. Yet in the HGP human genome, we also argue, the Bermuda Principles addressed concerns about gene patents impeding scientific advancement, and were aspirational and flexible in implementation and justification. They endured as an archetype for how rapid data sharing could be realized and rationalized, and permitted adaptation to the needs of various scientific communities. Yet in addition to the support of Sulston and Waterston, their adoption also depended on the clout of administrators at the US National Institutes of Health and the UK nonprofit charity the Wellcome Trust, which together funded 90% of the HGP human sequencing effort. The other nations wishing to remain in the HGP consortium had to accommodate to the Bermuda Principles, requiring exceptions from incompatible existing or pending data access policies for publicly funded research in Germany, Japan, and France. We begin this story in 1963, with the biologist Sydney Brenner’s proposal for a nematode research program at the Laboratory of Molecular Biology at the University of Cambridge. We continue through 2003, with the completion of the HGP human reference genome, and conclude with observations about policy and the historiography of molecular biology. (shrink)

Over the past decade, the management of clinical trials of pharmaceuticals has become a veritable industry, as evidenced by the emergence and proliferation of contract research organizations (CROs) that co‐ordinate and monitor trials. This article focuses on work performed by one CRO involved in the introduction of new software, modelled on industrial production processes, into clinical trial practices. It investigates how this new management technique relates to the work performed in the clinic to ensure that trial participants comply with the (...) protocol. Using an analytical distinction between ‘classical’ management work and invisible work, the article contextualizes the meaning of compliance in the clinic and suggests that the work involved in producing compliance should be taken into consideration by those concerned with validity of trials, as clinical trials are put under private industrial management. The article builds on participant observation at a Swedish university hospital and interviews the nurses, dieticians, doctors and a software engineer, all part of a team involved in pharmaceutical drug trials on a potential obesity drug. (shrink)

Power, dominance, and hierarchy are prevalent analytical terms in social studies of health care. Power is often seen as residing in medical structures, institutions, discourses, or ideologies. While studies of medical power often draw on Michel Foucault, this understanding is quite different from his proposal to study in detail the “strategies, the networks, the mechanisms, all those techniques by which a decision is accepted” [Foucault, M. (1988). In Politics, philosophy, culture: Interviews and other writings 1977–84 (pp. 96–109). New York: Routledge]. (...) This suggestion turns power into a topic worth investigating in its own right rather than a basic analytical resource. It also suggests that technologies form an integral part of the networks and mechanisms, which produce and redistribute power in medical practice. The paper first engages critically with a number of recent discussions of technology and power in health care analysis. It then formulates an alternative conception of this relationship by drawing on Foucault and historian of science and technology Geoffrey C. Bowker’s notions of infrastructural inversion and information mythology. Illustration is provided through a case study of a wireless nursing call system in a Canadian hospital. (shrink)

In this paper, we build upon Bruno Latour’s political writings to address the current impasse regarding algorithms in public life. We assert that the increasing difficulties at governing algorithms—be they qualified as “machine learning,” “big data,” or “artificial intelligence”—can be related to their current ontological thinness: deriving from constricted views on theoretical practices, algorithms’ standard definition as problem-solving computerized methods provides poor grips for affective dissensions. We then emphasize on the role historical and ethnographic studies of algorithms can potentially play (...) in the politicization of algorithms. By both digging into the genealogy of algorithms’ constricted definition and by making their contemporary constitutive relationships more visible, both historical and ethnographic studies can contribute to vascularizing algorithms and making them objects of enlarged disputes. We conclude by giving a flavor of the political potential of the vascularization efforts we call for, using materials from an ethnographic study conducted in a computer science laboratory. (shrink)

This theoretical paper considers the morality of machine learning algorithms and systems in the light of the biases that ground their correctness. It begins by presenting biases not as a priori negative entities but as contingent external referents—often gathered in benchmarked repositories called ground-truth datasets—that define what needs to be learned and allow for performance measures. I then argue that ground-truth datasets and their concomitant practices—that fundamentally involve establishing biases to enable learning procedures—can be described by their respective morality, here (...) defined as the more or less accounted experience of hesitation when faced with what pragmatist philosopher William James called “genuine options”—that is, choices to be made in the heat of the moment that engage different possible futures. I then stress three constitutive dimensions of this pragmatist morality, as far as ground-truthing practices are concerned: the definition of the problem to be solved, the identification of the data to be collected and set up, and the qualification of the targets to be learned. I finally suggest that this three-dimensional conceptual space can be used to map machine learning algorithmic projects in terms of the morality of their respective and constitutive ground-truthing practices. Such techno-moral graphs may, in turn, serve as equipment for greater governance of machine learning algorithms and systems. (shrink)

STS research has devoted relatively little attention to the promotion and reception of science and technology by non-scientific actors and institutions. One consequence is that the relationship of science and technology to political power has tended to remain undertheorized. This article aims to fill that gap by introducing the concept of sociotechnical imaginaries. Through a comparative examination of the development and regulation of nuclear power in the US and South Korea, the article demonstrates the analytic potential of the imaginaries concept. (...) Although nuclear power and nationhood have long been imagined together in both countries, the nature of those imaginations has remained strikingly different. In the US, the state’s central move was to present itself as a responsible regulator of a potentially runaway technology that demands effective containment. In South Korea, the dominant imaginary was of atoms for development which the state not only imported but incorporated into its scientific, technological and political practices. In turn, these disparate imaginaries have underwritten very different responses to a variety of nuclear shocks and challenges, such as Three Mile Island (TMI), Chernobyl, and the spread of the anti-nuclear movement. (shrink)

The discourse around self-driving cars has been dominated by an emphasis on their potential to reduce the number of accidents. At the same time, proponents acknowledge that self-driving cars would inevitably be involved in fatal accidents where moral algorithms would decide the fate of those involved. This is a necessary trade-off, proponents suggest, in order to reap the benefits of this new technology. In this article, I engage this argument, demonstrating how an undue optimism and enthusiasm about this technology is (...) obscuring our ability to see what is at stake and explaining how moving beyond the dominant utilitarian framings around this technology opens up a space for both ethical inquiry and innovative design. I suggest that a genuine caring concern for the many lives lost in car accidents now and in the future—a concern that transcends false binary trade-offs and that recognizes the systemic biases and power structures that make certain groups more vulnerable than others—could serve as a starting point to rethink mobility, as it connects to the design of our cities, the well-being of our communities, and the future of our planet. (shrink)

This paper will address the question of the morality of technology. I believe this is an important question for our contemporary society in which technology, especially information technology, is increasingly becoming the default mode of social ordering. I want to suggest that the conventional manner of conceptualising the morality of technology is inadequate – even dangerous. The conventional view of technology is that technology represents technical means to achieve social ends. Thus, the moral problem of technology, from this perspective, is (...) the way in which the given technical means are applied to particular (good or bad) social ends. In opposition to this I want to suggest that the assumed separation, of this approach, between technical means and social ends are inappropriate. It only serves to hide the most important political and ethical dimensions of technology. I want to suggest that the morality of technology is much more embedded and implicit than such a view would suggest. In order to critique this approach I will draw on phenomenology and the more recent work of Bruno Latour. With these intellectual resources in mind I will propose disclosive ethics as a way to make the morality of technology visible. I will give a brief account of this approach and show how it might guide our␣understanding of the ethics and politics of technology by considering two examples of contemporary information technology: search engines and plagiarism detection systems. (shrink)

Current sophisticated technologies in the workplace offer inexpensive and user-friendly devices and the means to control ‘on-the-job’ behaviour. This promises high profitability, productivity and liability alleviation. Yet, it also gives rise to a socio-ethical crisis of incessant surveillance that often overrules its anticipated benefits and motives of control and care. The dilemma is twofold: First, scholarly studies undertaken on this issue from a principally administrative and legal point of view tend to lack a moral framework and so prove unable to (...) offer an integral understanding. Second, a majority of scholars tend to focus exclusively on individual rights, such as privacy, even at the risk of overlooking its social impact and consequences. This paper thus aims to unravel these forgotten moral and social concerns. It analyses the surveillance frameworks and the arguments for and against it; scrutinises critically the technological devices most often implemented in the workplace; examines both its individual effects (privacy) and social effects (categorising); and proposes an ethics of workplace surveillance in a framework of trust and transparency. It argues, in all these ways, for an alteration or modification of traditional organisational behaviour within a new frame of reference, situated within and going beyond questions of moral duty, principles and legal compliance. (shrink)

This paper investigates the challenges of implementing antibiotic stewardship – reducing and optimizing the use of antibiotics – in agricultural settings of Low- and Middle-Income Countries (LMICs) as a strategic part of addressing the global problem of antimicrobial resistance (AMR). It does so through analysis of the rapidly transforming yet diverse Kenyan poultry sector, characterized by growing commercial operations alongside traditional smallholder farming. Our research involves interviews with farmers, processors, policymakers, and agro-veterinary stores in these settings. We blend Chandler’s (2019, (...) p. 8) notion of “antibiotics as infrastructure” with value chain frameworks to understand how the structural role of antibiotics in agriculture plays out through contrasting value chains, with different implications for stewardship. Weak regulation and intense market-based pressures are shown to drive widespread antibiotic use in poultry value chains involving small- and medium-sized farms supplying open markets. Antibiotic stewardship through adherence to agricultural and food safety standards is more evident, though unevenly observed, in value chains involving large commercial farms and processors supplying corporate buyers. Our findings reveal the complex structural roles of antibiotics in maintaining producer livelihoods in an intensely competitive and heterogeneous Kenyan poultry sector. This highlights challenges with applying global AMR policy to transforming food systems in LMICs without appropriate translation. We argue that attempts to reduce and optimize the use of antibiotics in agriculture must be informed by nuanced understandings of the roles of antibiotics in food systems in specific places including where very different scales and models of farming and value chain co-exist. (shrink)

Medicine in a Neurocentric World: About the Explanatory Power of Neuroscientific Models in Medical Research and Practice Content Type Journal Article Category Editorial Notes Pages 307-313 DOI 10.1007/s12376-009-0036-2 Authors Lara Huber, University Medical Center of the Johannes Gutenberg University Mainz Institute for History, Philosophy and Ethics of Medicine Am Pulverturm 13 55131 Mainz Germany Lara K. Kutschenko, University Medical Center of the Johannes Gutenberg University Mainz Institute for History, Philosophy and Ethics of Medicine Am Pulverturm 13 55131 Mainz Germany Journal (...) Medicine Studies Online ISSN 1876-4541 Print ISSN 1876-4533 Journal Volume Volume 1 Journal Issue Volume 1, Number 4. (shrink)

This paper explores how, at the 1875 Royal Commission on Vivisection, the anaesthetised animal was construed as a boundary object around which “cooperation without consensus” Computer supported cooperative work: cooperation or conflict? Springer, London, 1993) could form, serving the interests of both scientists and animals. Advocates of anaesthesia presented it as benevolently intervening between the scientific agent and animal patient. Such articulations of ‘ethical’ vivisection through anaesthesia were then mandated in the 1876 Cruelty to Animals Act, and thus have had (...) significant downstream effects on the regulation of laboratory animals in Britain and beyond. Constructing this ‘consensus’ around the anaesthetised animal, however, required first excluding abolitionists and inhumane scientists, and secondly limiting the interests of experimental animals to the avoidance of pain through anaesthesia and euthanasia, thereby circumventing the issue of their possible interest in future life. This consensus also served to secure the interests of vivisecting scientists and to limit the influence of public opinion in the laboratory to administrative procedure and scheduled inspection. The focus on anaesthesia was connected with discussions of what supporting infrastructures were required to ensure proper ethical procedure was carried out by scientists. In contrast to the much studied polarisation in British society between pro- and antivivisectionists after 1876, we understand the 1875 Commission as a conflict amongst scientists themselves, while also being an intra-class conflict amongst the ruling class. (shrink)

With the aim of understanding current problematizations of embryonic stem cell patenting this article rehearses the history of social entitlements related to reproductive material derived from women seeking care in institutions for reproductive health in Denmark. Our interest lies in the emergence of commercial exchange of material derived from embryos. Such exchange is characterized by contestation of the status of the embryo: is it a person or a commodity? To understand the modus operandi of the exchanges, we first explore how (...) the concepts of personhood and morality, of commodity and ownership tend to be related in the ideal type of capitalist exchange. Historical context then helps us understand the contingency of exchange systems. Historically Danish women have had much less influence on the dissemination of material derived from them than they do today. However, today their entitlements have also found their limits, in particular with respect to commercial transactions. We claim that, ironically, material derived from institutionally mediated reproduction gains unprecedented personhood from confrontation with a capitalist exchange form which potentially designates it as a mere commodity. (shrink)

Machine learning systems have shown great potential for performing or supporting inferential reasoning through analyzing large data sets, thereby potentially facilitating more informed decision-making. However, a hindrance to such use of ML systems is that the predictive models created through ML are often complex, opaque, and poorly understood, even if the programs “learning” the models are simple, transparent, and well understood. ML models become difficult to trust, since lay-people, specialists, and even researchers have difficulties gauging the reasonableness, correctness, and reliability (...) of the inferences performed. In this article, we argue that bridging this gap in the understanding of ML models and their reasonableness requires a focus on developing an improved methodology for their creation. This process has been likened to “alchemy” and criticized for involving a large degree of “black art,” owing to its reliance on poorly understood “best practices”. We soften this critique and argue that the seeming arbitrariness often is the result of a lack of explicit hypothesizing stemming from an empiricist and myopic focus on optimizing for predictive performance rather than from an occult or mystical process. We present some of the problems resulting from the excessive focus on optimizing generalization performance at the cost of hypothesizing about the selection of data and biases. We suggest embedding ML in a general logic of scientific discovery similar to the one presented by Charles Sanders Peirce, and present a recontextualized version of Peirce’s scientific hypothesis adjusted to ML. (shrink)

This special issue of History of the Humane Sciences intends to shed light on a series of psychopathological entities that do not target well defined conditions and experiences, but rather aim at delimiting zones of uncertainty that defy psychopathology’s order of things: mild diagnoses or subthreshold disorders, borderline conditions, culture bound syndromes, or ideas of dimensions and dimensionality. While these categories have come to play an increasingly central role in psychiatric and psychological thinking during the last 50 years, historians and (...) social scientists have had remarkably little to say about how they have been created, what they have been used for, and what kind of realities they have helped to shape. In this introductory article we propose the concept of ‘psychopathological fringes’ to refer to these categories that are located somewhere at the border of psychopathological classifications and refer to zones of conceptual underdetermination. The notion of fringes serves to highlight both the conceptually and the socially marginal nature of the conditions, personal identities, and worlds delimited by these categories. The fringes of psychopathology are zones of vagueness, of epistemic uncertainty, and moral ambiguity. This introduction proposes a first incursion in these zones. It suggests some of the reason why they might have had attracted little interest in the past and why they may be more salient recently. It follows some analytical clues that might help chart a way through it and proposes a map through the collection of articles included in this issue. (shrink)

This study explores building code negotiation between straw bale advocates’ ecology-oriented values and health and safety values that underlie building codes in general by focusing on how values and ethics are articulated and embodied in practice and discourse in the two states where straw bale building standards were first initiated. The local, contingent nature of interactions, grounded in particular practices, material culture, and written and visual texts in which values were embedded, coupled with organizational factors contributed to strategies for a (...) prescriptive code in Arizona and for a performance code in New Mexico. Examination of situated practice in standards development for unconventional materials that may not fit well with practices based on conventional technologies sheds light on how norms associated with the ethics of safe building are enmeshed in existing practice where they can be taken for granted as ethical absolutes and illustrates the kinds of insights available through paying attention to ethics in practice. (shrink)

This article examines the cultural dimensions of synthetic ‘body fat replicas’, anatomically modelled objects used in educational and medical settings to train subjects in particular affective responses to fat/ness. Specifically, I focus on theorizing the phenomenological experience of embodied engagements with such models, and exploring the manner in which the replicas are designed to participate in the shaping of emotional orientations toward one’s own body and those of others. Appealing to the work of contemporary social and cultural theorists, I consider (...) how the capacity of objects to act as nexuses for the commingling of abstract and concrete, psychological and material, inner space and outer life, and meaning and affect situates these lumps of polyvinyl chloride as valuable aids to elucidating the cultural polyvalence of ‘fat’. This article is oriented around the application of a selection of insightful theoretical work, drawn from the multidisciplinary field of science and technology studies, as well as from sociological research on medicine and the body. I argue that, by moving toward an understanding of fat/ness as a phenomenon comprised, in Annemarie Mol’s terminology, of ‘multiple enactments’, we can better understand how ‘fat’ has come to embody particular sets of meanings and emotions in the context of a contemporary medicalized transnational culture. (shrink)

Building on conceptual insights from the history and sociology of numbers, media and surveillance studies, and theories of governance and risk, this article analyzes the forms of transparency produced by the use of numbers in social life. It examines what it is about numbers that often makes their ‘truth claims’ so powerful, investigates the role that numerical operations play in the production of retrospective, real-time and anticipatory forms of transparency in contemporary politics and economic transactions, and discusses some of the (...) implications resulting from the increasingly abstract and machine-driven use of numbers. It argues that the forms of transparency generated by machine-driven numerical operations open up for individual and collective practices in ways that are intimately linked to precautionary and pre-emptive aspirations and interventions characteristic of contemporary governance. As such, these numerical operations raise important political and ethical questions that deserve further conceptual and empirical scrutiny. (shrink)

Although the widespread use of the term “Big Data” is comparatively recent, it invokes a phenomenon in the developments of database technology with distinct historical contexts. The database engineer Jim Gray, known as “Mr. Database” in Silicon Valley before his disappearance at sea in 2007, was involved in many of the crucial developments since the 1970s that constitute the foundation of exceedingly large and distributed databases. Jim Gray was involved in the development of relational database systems based on the concepts (...) of Edgar F. Codd at IBM in the 1970s before he went on to develop principles of Transaction Processing that enable the parallel and highly distributed performance of databases today. He was also involved in creating forums for discourse between academia and industry, which influenced industry performance standards as well as database research agendas. As a co-founder of the San Francisco branch of Microsoft Research, Gray increasingly turned toward scientific applications of database technologies, e. g. leading the TerraServer project, an online database of satellite images. Inspired by Vannevar Bush’s idea of the memex, Gray laid out his vision of a Personal Memex as well as a World Memex, eventually postulating a new era of data-based scientific discovery termed “Fourth Paradigm Science”. This article gives an overview of Gray’s contributions to the development of database technology as well as his research agendas and shows that central notions of Big Data have been occupying database engineers for much longer than the actual term has been in use. (shrink)

Although the widespread use of the term “Big Data” is comparatively recent, it invokes a phenomenon in the developments of database technology with distinct historical contexts. The database engineer Jim Gray, known as “Mr. Database” in Silicon Valley before his disappearance at sea in 2007, was involved in many of the crucial developments since the 1970s that constitute the foundation of exceedingly large and distributed databases. Jim Gray was involved in the development of relational database systems based on the concepts (...) of Edgar F. Codd at IBM in the 1970s before he went on to develop principles of Transaction Processing that enable the parallel and highly distributed performance of databases today. He was also involved in creating forums for discourse between academia and industry, which influenced industry performance standards as well as database research agendas. As a co-founder of the San Francisco branch of Microsoft Research, Gray increasingly turned toward scientific applications of database technologies, e. g. leading the TerraServer project, an online database of satellite images. Inspired by Vannevar Bush’s idea of the memex, Gray laid out his vision of a Personal Memex as well as a World Memex, eventually postulating a new era of data-based scientific discovery termed “Fourth Paradigm Science”. This article gives an overview of Gray’s contributions to the development of database technology as well as his research agendas and shows that central notions of Big Data have been occupying database engineers for much longer than the actual term has been in use. (shrink)

To classify is to organize the particulars in a body of information according to some meaningful scheme. Difficulty recognizing metaphor, synonyms and homonyms, and levels of generalization renders those applications of artificial intelligence that are currently in widespread use at a loss to deal effectively with classification. Indexing conveys nothing about relationships; it pinpoints information on particular topics without reference to anything else. Keyword searching is a form of indexing, and here artificial intelligence excels. Growing reliance on automated means of (...) accessing information brings an increase in indexing and a corresponding decrease in classification. This brings about a shift from the modernist view of the world as permanently and hierarchically structured to the indeterminacy and contingency associated with postmodernism. (shrink)

Scholars are increasingly concerned about social biases in facial analysis systems, particularly with regard to the tangible consequences of misidentification of marginalized groups. However, few have examined how automated facial analysis technologies intersect with the historical genealogy of racialized gender—the gender binary and its classification as a highly racialized tool of colonial power and control. In this paper, we introduce the concept of auto-essentialization: the use of automated technologies to re-inscribe the essential notions of difference that were established under colonial (...) rule. We consider how the face has emerged as a legitimate site of gender classification, despite being historically tied to projects of racial domination. We examine the history of gendering the face and body, from colonial projects aimed at disciplining bodies which do not fit within the European gender binary, to sexology's role in normalizing that binary, to physiognomic practices that ascribed notions of inferiority to non-European groups and women. We argue that the contemporary auto-essentialization of gender via the face is both racialized and trans-exclusive: it asserts a fixed gender binary and it elevates the white face as the ultimate model of gender difference. We demonstrate that imperialist ideologies are reflected in modern automated facial analysis tools in computer vision through two case studies: commercial gender classification and the security of both small-scale and large-scale spaces. Thus, we posit a rethinking of ethical attention to these systems: not as immature and novel, but as mature instantiations of much older technologies. (shrink)

This paper argues for the utility of ANT as a philosophical and methodological approach to policy analysis. It introduces the key features of a recent educational policy reform initiative, Skills for Life and illustrates the argument by looking at three ‘moments’ (in Callon's 1986 terminology) in the life of this initiative, applying the theoretical tools of ANT to these. The analysis shows that even (and perhaps especially) within a strongly framed social policy initiative like the Skills for Life Strategy, things (...) constantly escape; that differences held in tension within the ‘successful’ project sow the seeds of failure and dissolution. (shrink)

In vocational rehabilitation, empowerment is understood as the notion that people should make an active, autonomous choice to find their way back to the labour process. Following this line of reasoning, the concept of empowerment implicitly points to a specific kind of activation strategy, namely labour participation. This activation approach has received criticism for being paternalistic, disciplining and having a one-sided orientation on labour participation. Although we share this theoretical criticism, we want to go beyond it by paying attention to (...) the practical consequences of understanding empowerment as an activation strategy. Inspired by the field of Science and Technology Studies, we will explore the meaning of empowerment and activation in concrete practices of vocational rehabilitation in the Netherlands. Our analysis is based on the narratives of people with a work disability about their lives and the vocational rehabilitation programmes they participated in. We present five illustrative cases that how empowerment is ‘done’ in the practice of vocational rehabilitation and its unintended effects. Our analysis demonstrates that activation strategies seem to be caught in a paradox: instead of including people in society, they have excluding consequences. Vocational rehabilitation professionals can go beyond this paradox by learning from the ways in which empowerment is ‘done’ by clients in vocational rehabilitation programmes. (shrink)

The integration of ideas, methods, and data from diverse disciplines has been a transformative force in science and higher education, attracting policy interventions, program innovations, financial resources, and talented people. Much energy has been invested in producing a new generation of scientists trained to work fluidly across disciplines, sectors, and research problems, yet the success of such investments has been difficult to measure. Using the Integrative Graduate Education and Research Training (IGERT) program of the U.S. National Science Foundation as a (...) strategic research site, we conducted an experiment to determine whether and how the process and products of research of IGERT-trained scientists differ from those of scientists trained in disciplinary graduate programs. Among scientists in the early years of graduate study we found substantial and consistent differences suggesting that interdisciplinary training improved the quality and process of research, but this pattern was equally strongly reversed among students in the latter years of graduate study. Using systematic observation and other data we suggest why this might be so, then discuss the implications of these results for the design and conduct of graduate education and research. (shrink)

‘Chronic fatigue syndrome’ and ‘myalgic encephalomyelitis’ are diagnostic labels that are at the center of ongoing conflicts in the field of health and illness, between doctors, patients, activists, and other interest groups. ‘CFS’ and ‘ME’ have different historical trajectories and are associated with different diagnostic criteria. In many cases, however, they are used interchangeably or synonymously with the umbrella term ‘ME/cfs’. This worsens preexisting conflicts and causes new ones, partly by effecting a confusing array of interpretive possibilities for patients new (...) to the diagnoses and the issues at hand. (shrink)

The article discusses the issue of how to categorize video games—not the medium of video games, but individual video games. As a lead in to this discussion, the article discusses video game specificity and genericity and moves on to genre theory. On the basis of this discussion, a cognitive experientialist genre framework is sketched, which incorporates both general points from genre theory and theories more specific to the video game domain. The framework is illustrated through a brief example. One virtue (...) of the framework is that it offers a way to bridge the gap between game ontology and player experience; a brief conclusion discusses how the breadth of this gap may depend upon player biographies and also outlines how further work may proceed. (shrink)

As computating technologies become ubiquitous and at least partly autonomous, they will have increasing impact on societies, both in the developed and developing worlds. This article outlines a framework for guiding emerging technologies in directions that promise social as well as technical progress. Multiple stakeholders will have to be engaged in dialogues over new technological directions, forming trading zones in which knowledge and resources are exchanged. Such discussions will have to incorporate cultural and individual values.

Syntactic and structural models specify relationships between their constituents but cannot show what outcomes their interaction would produce over time in the world. Simulation consists in iterating the states of a model, so as to produce behaviour over a period of simulated time. Iteration enables us to trace the implications and outcomes of inference rules and other assumptions implemented in the models that make up a theory. We apply this method to experiments which we treat as models of the particular (...) aspects of reality they are designed to investigate. Scientific experiments are constantly designed and re-designed in the context of implementation and use. They mediate between theoretical understanding and the practicalities of engaging with the empirical and social world. In order to model experiments we need to identify and represent features that all experiments have in common. We treat these features as parameters of a general model of experiment so that by varying these parameters different types of experiment can be modelled. (shrink)

In this paper, we discuss the development and piloting of a new methodology for illuminating the socio-material constitution of data objects and flows as data move between different sites of practice. The data journeys approach contributes to the development of critical, qualitative methodologies that can address the geographic and temporal scale of emerging knowledge infrastructures, and capture the ‘life of data’ from their initial generation through to re-use in different contexts. We discuss the theoretical development of the data journeys methodology (...) and the application of the approach on a project examining meteorological data on their journey from initial production through to being re-used in climate science and financial markets. We then discuss three key conceptual findings from this project about: the socio-material constitution of digital data objects, ‘friction’ in the movement of data through space and time and the mutability of digital data as a material property that contributes to driving the movement of data between different sites of practice. (shrink)

This article investigates “impaired insight,” a controversial psychiatric category describing a mad person unable to know his or her madness. Like “moral insanity” and other concepts before it, impaired insight offers a way to link the disparate logics of human responsibility in psychiatry and the law. I attribute its development to changes wrought by deinstitutionalization, the rise of antipsychotic medication, and patient incarceration in penal settings. In a system that aims to govern psychiatric patients through their freedom, the logic of (...) impaired insight introduces a wrinkle: can a person make an informed choice to refuse treatment if madness itself impairs awareness of illness? Drawing on tools from the sociology of science, I trace the process by which researchers recast psychodynamic “denial” as a neurological and therefore non-volitional “impairment” in the 1990s. I then show how social movement actors mobilized the materialized form in the legal and policy fields in the 2000s, bringing insight science to bear upon the very questions of custodial management and patient rights that gave birth to it. At stake is this dilemma: how can societies that simultaneously privilege individual responsibility and somatic accounts of behavior govern those at the border of legal capacity, and with what justification? (shrink)