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This article considers how networked large urban screens can act as a platform for the creation of an experimental transnational public sphere. It takes as a case study a specific Australia-Korea cultural event that linked large screens in Federation Square, Melbourne, and Tomorrow City, Incheon, 1 through the presentation of SMS-based interactive media art works. The article combines theoretical analyses of global citizenship, mobility, digital technologies, and networked public space with empirical analyses of audience response research data collected during the (...) screen event. The central argument is that large public screens can offer a strategic site for examining transformations in the constitution of public agency in a digitized, globalized environment. The idea of ‘aesthetic cosmopolitanism’ is finally proposed as a conceptual framework for understanding how new forms of transnational public agency in mediated public spaces might operate. (shrink)

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Despite research establishing emojis as sites of critical racial discourse, there is a paucity of literature examining their importance in the increasingly popular context of mobile payments. This is particularly important as new forms of social payment platforms such as Venmo bridge the seamlessness of mobile payments with the vibrant communicative practices of social networks. As such, they provide a unique medium to examine how emojis are used within the context of digital consumption, and by extension, self-representation. This study analyzes (...) approximately 325 million public transactions on the U.S. payment platform Venmo to understand whether emoji usage in mobile payments is more hedonic or utilitarian. We then explore how race is represented across emoji usage on Venmo via tone-modified emojis, a subset of emojis whereby users can choose a skin tone. We found that while emojis in general are used for more hedonic purposes than utilitarian ones, darker tone-modified emojis indicate a proportionately higher use in hedonic consumption as compared to lighter tone-modified emojis, and also show a higher representation of utilitarian categories in transactions. Thematic analysis revealed that subsets with darker tone-modified emojis have a greater lexical variety and engage in more playful uses of emoji in mobile payments. (shrink)

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This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain (...) in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant. (shrink)

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Recent research shows that in reasoning tasks, subjects usually produce an initial intuitive answer, accompanied by a metacognitive experience, which has been called feeling of rightness. This paper is aimed at exploring the complimentary experience of feeling of error, that is, the spontaneous, subtle sensation of cognitive uneasiness arising from conflict detection during thinking. We investigate FOE in two studies with the “bat-and-ball” reasoning task, in its standard and isomorphic control versions. Study 1 is a generation study, in which participants (...) are asked to generate their own response. Study 2 is an evaluation study, in which participants are asked to choose between two conflicting answers. In each study, the FOE is measured by the FOE questionnaire. Results show that the FOE is significantly present in the standard B&B task when participants give a wrong answer, that our questionnaire can measure it, and furthermore, that it is diagnostic of genuine error. (shrink)

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Criminal law practices in the US, including policing and incarceration, have drawn heavy criticism for their disproportionate impact on black people, particularly black men. At the same time, some feminist scholars and activists advocate for increases in criminal law responses to sexual assault, including expanding criminal statutes to cover more instances of sexual assault and increasing sentencing guidelines. These reforms are often justified by claims that criminal law should express more feminist values and reject sexist social schemas. This paper makes (...) the case that criminal legal interventions aimed at changing sexist social schemas, such as ‘rape culture,’ are unlikely to be successful because criminal law is effective at maintaining existing social norms, but bad at introducing novel ones. Similarly, in the US, criminality has been ideologically linked to blackness, so attempts to use the stigma of criminality to combat sexual violence are likely to reinforce anti-black racism. The very meaning of a criminal law depends on related social schemas, and the racist social schemas associated with criminality undermine the ability of criminal legal responses to present anti-sexist values. At best, criminal legal reforms aimed at expressing the equal dignity of women will be ambiguous because their meaning is negotiated by existing sexist and racist social schemas. Thus, penal expressivism cannot offer a justification for using criminal law to combat sexual assault. (shrink)

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In its expansion to genomic, epidemiological and biomedical research, citizen science has been promoted as contributing to the democratisation of medical research and healthcare. At the same time, it has been criticised for reinforcing patterns of exclusion in health and biomedicine, and sometimes even creating new ones. Although citizen science has the potential to make biomedical research more inclusive, the benefits of current citizen science initiatives are not equally accessible for all people—in particular those who are resource-poor, located outside of (...) traditional networks of healthcare services, or members of minorities and marginalised groups. In view of growing public investments in participatory research endeavours, we argue that it should be considered more explicitly if, and how, citizen science could help make research more inclusive, contribute to the public good, and possibly even lead to better and more equitable healthcare. Reflecting on emerging ethical concerns for scientific conduct and best medical practice, we propose a set of relevant considerations for researchers, practitioners, bioethicists, funders and participants who seek to advance ethical practices of citizen-led health initiatives, and address profound differences in position, privilege and power in research. (shrink)

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In this paper, I present an argument that quantitative behavioural analysis can be used in zoosemiotic studies to advance the field of biosemiotics. The premise is that signs and signals form patterns in space and time, which can be measured and analysed mathematically. Whole organism sign processing is an important component of the semiosphere, with individual organisms in their Umwelten deriving signs from, and contributing to, the semiosphere, and vice versa. Moreover, there is a wealth of data available in the (...) traditional ethology literature which can be reinterpreted semiotically and drawn together to make a cohesive biosemiotic whole. For example, isolated signals, such as structural elements of birdsong, are attributed meaning by an interpreter, thus generating new ideas and hypotheses in both biology and semiotics. Furthermore, animal behaviour science has developed numerous test paradigms that with careful adaptation, could be suitable for use within a Peircean tripartite model, and thus give valuable insights into Umwelten of other species. In my conclusion, I suggest that by bringing together traditional ethology and biosemiotics, it is possible to use the Modern Synthesis to provide context to biosemiosis, thus pragmatic meaning to animal signals. On this basis, I propose updating the Modern Synthesis to a Semiotic Modern Synthesis, which focuses on whole-organism signals and their contexts, the latter being derived from neo-Darwinian theory and the ‘Umwelt’. Thus, there need be no dichotomy; the Modern Synthesis can successfully be integrated with biosemiotics. (shrink)

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Woody Allen’s uneasy relationship with organized religions, as represented in his entire work, has often drawn accusations of atheism and ethnic self-hatred, just as his personal behavior, as represented in the media, has stirred a series of allegations of immorality. However, Woody Allen’s exploration of religion, faith, and morality is far more complex and epitomizes the experience of modern man, living in a disenchanted universe. While most scholars focused on discussing the provocative debates over faith and religion in Woody Allen’s (...) films, the main purpose of this paper is to investigate what underlies Woody Allen’s obsessive preoccupation with the existence of divinity, as expressed in that part of his work which received little critical attention, namely his short fiction. The purpose of such an analysis is not to clear Woody Allen’s vexed reputation, but to understand the relevance of his individual ideology for the religious and moral conundrums of modern man. The corpus selected for this analysis consists of a series of relevant short stories and essays published in the 1991 edition of The Complete Prose of Woody Allen , a volume which gathers the texts published in three other short story collections. (shrink)

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Este artigo tem como objetivo principal identificar no pensamento de Habermas elementos que permitam refletir sobre questões referentes às relações entre teoria e prática presentes no discurso educacional, especialmente as relacionadas à formação de professores. Resulta de inquietações provocadas pelo predomínio de um discurso educacional impregnado pela tendência a privilegiar a prática e, de certo modo, negar a teoria, apoiando-se numa ideia de formação restrita a dimensões puramente instrumentais. O lugar da teoria e da prática nos processos de construção do (...) conhecimento na formação de professores não é consensual nem nos discursos a respeito do tema tampouco na produção acadêmica. É possível identificar algumas tendências nos encaminhamentos das discussões sobre as relações entre teoria e prática no contexto educacional. Uma que, ao mesmo tempo em que reconhece a necessidade da teoria para os processos de formação de professores, entende que a teoria nem sempre se aplica à prática ao afirmar, por exemplo, que a teoria é uma coisa e a prática é outra. Outra defende a supremacia da prática para uma formação mais efetiva; agrupa argumentos como “muita teoria e pouca prática”. A partir das contribuições de Habermas, expressas especialmente em Conhecimento e Interesse e Teoria e Prática, analisam-se as formas de inter-relacionamento entre teoria e prática a partir do papel da autorreflexão enquanto atitude capaz de oferecer condições para a compreensão dos mecanismos que contribuem para a dicotomia não só entre teoria e prática, mas também entre conhecimento e interesse. O diálogo com as contribuições de Habermas convida e, ao mesmo tempo, provoca o campo e o discurso educacional a reverem as formas como pensam e formulam seus projetos de formação. Sobretudo, acerca das condições de essa formação permitir que os sujeitos destinatários participem de forma mais autônoma desse processo e tomem o mundo da vida como ponto de articulação entre conhecimento e interesse, e consequentemente, entre teoria e prática. Nessa perspectiva, o exercício da autorreflexão como metodologia é que permite, de fato, uma visão integradora entre teoria e prática. Palavras-chave: Teoria e prática. Conhecimento e interesse. Formação. Autorreflexão. (shrink)

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The revelation that menstruation tracking apps share sensitive data with third parties, like Facebook, provoked a sense of violation among users. This case highlights the need to address ethics and governance of health data created outside of traditional healthcare contexts. Commodifying health data breaches trust and entails health and moral risks. Through the metaphor of The Wizard of Oz, we argue that these apps approximate healthcare without the professional competency, fiduciary duties, legal protections and liabilities such care requires and thus (...) represent an innovation in the annals of snake-oil salesmanship and the systematic devaluing of women’s bodies, lives, and work. (shrink)

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The literature on cross-sector partnerships has increasingly focused attention on broader systemic or system-level change. However, research to date has been partial and fragmented, and the very idea of systemic change remains conceptually underdeveloped. In this article, we seek to better understand what is meant by systemic change in the context of cross-sector partnerships and use this as a basis to discuss the contributions to the Thematic Symposium. We present evidence from a broad, multidisciplinary systematized review of the extant literature, (...) develop an original definition of systemic change, and offer a framework for understanding the interactions between actors, partnerships, systemic change, and issues. We conclude with some suggestions for future research that we believe will enhance the literature in its next phase of development. (shrink)

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The field of artificial intelligence (AI) ethics has exploded in recent years, with countless academics, organizations, and influencers rushing to consider how AI technology can be developed and im...

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Systems change requires complex interventions. Cross-sector partnerships face the daunting task of addressing complex societal problems by aligning different backgrounds, values, ideas and resources. A major challenge for CSPs is how to link the type of partnership to the intervention needed to drive change. Intervention strategies are thereby increasingly based on Theories of Change. Applying ToCs is often a donor requirement, but it also reflects the ambition of a partnership to enhance its transformative potential. The current use of ToCs in (...) partnering efforts varies greatly. There is a tendency for a linear and relatively simple use of ToCs that does limited justice to the complexity of the problems partnerships aim to address. Since partnership dynamics are already complex and challenging themselves, confusion and disagreement over the appropriate application of ToCs is likely to hamper rather than enhance the transformative potential of partnerships. We develop a complexity alignment framework and a diagnostic tool that enables partnerships to better appreciate the complexity of the context in which they operate, allowing them to adjust their learning strategy. This paper applies recent insights into how to deal with complexity from both the evaluation and theory of change fields to studies investigating the transformative capacity of partnerships. This can serve as a check to define the challenges of partnering projects and can help delineate the societal sources and layers of complexity that cross-sector partnerships deal with such as failure, insufficient responsibility taking and collective action problems at four phases of partnering. (shrink)

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In this paper, I discuss the concept of ‘shared meaning’, and the relationship between a shared understanding of signs within an animal social group and the Umwelten of individuals within the group. I explore the concept of the ‘Total Umwelt’, as described by Tønnesen, (2003), and use examples from the traditional ethology literature to demonstrate how semiotic principles can not only be applied, but underpin the observations made in animal social biology. Traditionally, neo-Darwinian theories of evolution concentrate on ‘fitness’ or (...) an organism’s capacity to survive and reproduce in its own environmental niche. However, this process also relies on underlying signs and sign processes, which are often over-looked in traditional ethology and behavioural ecology. Biosemiotics, however, places the emphasis on sign process, with signs and signals comprising a semiosphere. Significantly, whilst the semiosphere is formulated as physical phenomena, specifically energetic and material signs which can be detected and transmitted as signals from one individual to another, it is the Umwelten of living organisms which give those signals meaning. Further, two or more Umwelten can merge, giving rise to a ‘Total Umwelt’, which facilitates shared meaning of signs between two or more individuals. Across and within generations, this gives rise to cultural interpretation of signs within populations. I argue this is the fundamental basis for emergent group properties in social species, or indeed in solitary living species where individuals interact to mate, defend territories or resources, or in raising altricial young. I therefore discuss a fusion of traditional behavioural ecology- based theory with semiotics, to examine the phenomenon of ‘shared meaning’ in animal social groups. (shrink)

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This essay considers the ways in which graphic caregiving memoirs complicate the idealizing tendencies of ethics of care philosophy. The medium’s “capacious” layering of words, images, temporalities, and perspectives produces “productive tensions... The words and images entwine, but never synthesize”. In graphic memoirs about care, this “capaciousness” allows for quick oscillation between the rewards and struggles of care work, representing ambiguous, even ambivalent attitudes toward care. Graphic memoirs effectively represent multiple perspectives without synthesis, part of a structural and thematic ambivalence (...) that provides a provocative counterpart to the abstract idealism of ethics of care philosophy. (shrink)

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BackgroundBioethics can play an important role in addressing diversity both in and outside of academia, setting precedents for meaningful contributions to public discourse, research, teaching, training, and policy development. However, in order to do so, these conversations also need to reflect on the issue of diversity within the field of bioethics across the globe. This study aims to examine current gender representation and diversity at medical ethics and humanities institutes in Germany, the German-speaking areas of Switzerland, and Austria.MethodsA total of (...) forty-nine medical ethics and humanities institutes from Germany (n=42), the German-speaking areas of Switzerland (n=5), and Austria (n=2) were included in the study. Institutes websites were reviewed in the first week of March 2021 and the details of each staff member listed on the website recorded.ResultsOverall, a total of 964 staff members were identified at the forty-nine German-speaking medical ethics and humanities institutes. Just over half (530/964; 55%) of all staff were female. There were significant differences between gender in some staff positions: 64.6 per cent (31/48) of directors were male (χ2(1)=4.1, P=.04); 62.7 per cent (84/134) of student assistants were female (χ2(1)=8.6, P=.003); and 83.7 per cent (77/92) of administrative staff were female (χ2(1)=41.8, P<.001). There were no significant differences between staff gender for researchers and lecturers, or associated researchers. In addition, 65.5 per cent (19/29) of researchers and lecturers who had a professor title were male, but the difference between genders was not found to be significant. However, significantly more of the researchers and lecturers who had completed a habilitation were male (75.8% (25/33); χ2(1)=8.8, P=.003). When comparing the institute director’s gender presentation with staff gender presentation, it was found that male-led institutes had 53.4 per cent (286/536) female staff overall but had 52.7 per cent (136/258) male researchers and lecturers. However, the difference between genders were not found to be significant. On the other hand, female-led institutes had significantly more female staff overall (59.9% (223/372); χ2(1)=14.7, P<.001) and also significantly more female researchers and lecturers (58.9% (119/202; χ2(1)=6.4, P=.01).ConclusionsThere has been a significant push to address gender diversity in German-speaking academia, and this study finds overall good gender parity in medical ethics and humanities institutes. However, there has not been a similar openness to discussing issues of systemic racism or how other forms of inequality affect academic diversity. Taking diversity seriously requires opening up conversations around intersectionality, including difficult conversations around race and cultural background that have long been taboo in German-speaking countries. (shrink)

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When considering the introduction of AI to support medical decision-making, one must take an end-to-end, holistic approach to development, evaluation, integration and governance. (Cabitza and Zeito...

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How does propaganda differ from the legitimate persuasive practices that animate a healthy democracy? The question is especially salient as digital technologies facilitate new modes of political persuasion and the public square saturates with information factual and fabricated alike. In answer, we propose a typology based on the rhetorical strategies that propaganda and its legitimate counterpart each employ. We argue that the point of contrast between the phenomena turns on two key features: whether the rhetorical strategy sufficiently engages our deliberative (...) capacities, and whether it runs counter to our epistemic interests. While in practice the boundary between the concepts is not always sharp, the account identifies a set of conceptual tools that help better frame and come to grips with propaganda and legitimate political persuasion in an information-dense and increasingly complex media landscape. (shrink)

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RESUMO: Os intérpretes dos manuscritos de Leonardo da Vinci partilham dos mesmos sentimentos de espanto e de fascínio quando examinam sua contribuição para a ciência moderna. Podemos, contudo, perceber uma constante tentativa em prol de uma revisão histórica acerca do papel desempenhado por Leonardo. Observando a história dessas revisões, é possível detectar aspectos significativos das perspectivas históricas e historiográficas dos envolvidos nessa discussão. É o que pretendemos fazer neste trabalho, focando a controvérsia entre Duhem, por um lado, e Sarton, Koyré (...) e Rossi, por outro. Ao fazer isso, buscamos discutir alguns traços que marcam a distinção entre uma historiografia mais antiga e a nova historiografia da ciência, tal como exposta por Thomas Kuhn. ABSTRACT: Interpreters of Leonardo da Vinci's manuscripts share the same feelings of astonishment and fascination when they examine his contribution to modern science. However, it is possible to perceive an ongoing attempt towards a historical revision of the role played by Leonardo. Observing the history of this ongoing revision, it is possible to detect significant aspects of the historical and historiographical perspectives of those involved in this discussion. This article deals with the controversy between Duhem's point of view, on the one hand, and the views of Sarton, Koyré, and Rossi on the other. It aims to show some features that distinguish an older historiography from the new historiography of science as presented by Thomas Kuhn. (shrink)

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Here, I outline the idea of a unified hypothesis of sensory perception, developed from the theoretical vibrational mechanism of olfaction, which can be applied across all sensory modalities. I propose that all sensory perception is based upon the detection of mechanical forces at a cellular level, and the subsequent mechanotransduction of the signal via the nervous system. Thus, I argue that the sensory modalities found in the animal kingdom may all be viewed as being mechanoreceptory, rather than being discrete neurophysiological (...) systems which evolved independently of each other. I go on to argue that this idea could potentially explain language evolution, with birdsong being an example of a more simple form of non-Saussurean language that employs ‘frequency-mimicking’ to produce a vocal signal which describes acoustic, chemical and electromagnetic vibrational frequencies detected within in the environment. I also give examples of how this hypothesis could potentially explain phenomena such as vocal mimicry in animals, as well as the human perception of musicality and the occurrence of synaesthesia; a condition found in humans, where the stimulation of one sensory modality results in the stimulation of another. For example, auditory stimuli are detected and are heard as an acoustic signal, as well as being perceived as colour by the visual system. (shrink)

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Morally speaking, what should one do when one is morally uncertain? Call this the Moral Uncertainty Question. In this paper, I argue that a non-ideal moral theory provides the best answer to the Moral Uncertainty Question. I begin by arguing for a strong ought-implies-can principle---morally ought implies agentially can---and use that principle to clarify the structure of a compelling non-ideal moral theory. I then describe the ways in which one's moral uncertainty affects one's moral prescriptions: moral uncertainty constrains the set (...) of moral prescriptions one is subject to, and at the same time generates new non-ideal moral reasons for action. I end by surveying the problems that plague alternative answers to the Moral Uncertainty Question, and show that my preferred answer avoids most of those problems. (shrink)

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In this paper, I examine the way humans interact with domestic companion animals, with a focus on ‘positive reward-based training’ methods, particularly for dogs. From a biosemiotic perspective, I discuss the role of animal training in today’s society and examine what binary reward- based reinforcement schedules communicate, semiotically. I also examine the extent to which reward-based training methods promote better welfare, when compared to the more traditional methods which rely on aversive stimuli and punishment, if and when they are relied (...) upon excessively. I conclude that when used as the primary means of communication, they have the potential to be detrimental to animal welfare, because the underlying social signal is control and resource dominance. As an alternative view to behaviourist-based learning theory and conditioning, I outline how enactivist theories of cognition support a semiotic approach to interspecific human-animal communication. I therefore propose a move toward a dynamic semiosis and mutual understanding based upon Peirce’s phenomenology, resulting in a more balanced merging of Umwelten. The aim is to create rich and more complex semiospheres around humans and domestic animals, which allow for individual agency and autonomy. (shrink)

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The focus of this article is on multi-organizational cross-sector social partnerships (CSSP), an increasingly common means of addressing complex social and ecological problems that are too extensive to be solved by any one organization. While there is a growing body of literature on CSSP, there is little focus on collaborative strategic management, especially where implementation and outcomes are concerned. This study addresses these gaps by offering a conceptual model of collaborative strategic management, which is then tested through the use of (...) two qualitative empirical cases of collaborative regional sustainable development strategies (CRSDS). The model augments previous collaboration models by highlighting two levels of implementation (the collaboration and the organizational levels) and by considering the different types of outcomes, and the feedback loops. (shrink)

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In this paper, I argue that the fetishism objection to moral hedging fails. The objection rests on a reasons-responsiveness account of moral worth, according to which an action has moral worth only if the agent is responsive to moral reasons. However, by adopting a plausible theory of non-ideal moral reasons, one can endorse a reasons-responsiveness account of moral worth while maintaining that moral hedging is sometimes an appropriate response to moral uncertainty. Thus, the theory of moral worth upon which the (...) fetishism objection relies does not, in fact, support that objection. (shrink)

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How do ancient (or contemporary) portraits display power? Why is that man (or less often woman) a ruler, and how can viewers (or readers), alone or in a crowd, tell that he represents something more than himself? He stands for something, literally in the case of ancient bronze or marble portrait statuary, signifier of a powerful office, and its individual holder, a basileus (‘king’) or an emperor. His power over me and mine is expressed in physical or literary form by (...) the creation and circulation of his image(s), by their intrinsic attributes, materials or context. Images become powerful not just by their creation, but through contemporary social and political rules (or norms) of representation and by their reception. Mass media rely on specific associations in my (or our) culture, state and/or religion to convey not only a ruler's individual appearance and character, but also his office and its ideals, symbols and authority over me and us. (shrink)

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The Printed Reader explores the transformative power of reading in the eighteenth century, and how this was expressed in the fascination with Don Quixote and in a proliferation of narratives about quixotic readers, readers who attempt to reproduce and embody their readings. The collection brings together key debates concerning quixotic narratives, print culture, sensibility, empiricism, book history, and the material text, connecting developments in print technology to gendered conceptualizations of quixotism.

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Over the past decade cultural theory has seen a number of 'turns' - the materialist turn, the animal turn, the affective turn - that address the human as an affective, embodied, and ultimately vulnerable animal embedded in dense webs of more-than-human relations, in short as a posthuman phenomenon. Care philosophy shares this focus on embodiment and vulnerability in its insistence on interdependence as the defining condition of human life, making it well positioned for a posthuman turn. To this end, Curious (...) Kin in Fictions of Posthuman Care draws together contemporary narrative fictions that challenge humanist conceptions of care in their imaginative depiction of more-than-human affective bonds, arguing for an expansion care philosophy's central figure: the embodied, embedded, and encumbered 'human'.Fictional narratives of care between humans and robots, bioengineered creatures, clones, nonhuman animals, aliens or inanimate things, highlight the limits of humanist ethical models' capacity to register and accommodate posthuman relational intimacies, while gesturing towards a model of care able to accommodate networked interdependencies that extend beyond the human realm. Texts by Margaret Atwood, Louise Erdrich, Louisa Hall, Eva Hornung, Kazuo Ishiguro, Bhanu Kapil, and Jesmyn Ward, along with films and television programmes like Robot and Frank, Under the Skin, and Real Humans, depict a range of scenarios in which more-than-human care relations not only supersede human-human relationships, but suggest new human/animal/machine ways of being that offer novel insights into the possible presents and futures of posthuman care. Curious Kin in Fictions of Posthuman Care reveals how these fictions do their own theorizing, imagining the politics, ethics and aesthetics of specific, contextualized scenarios of posthuman contact and companionship.Interweaving posthuman theory, care philosophy and contemporary fiction, Curious Kin in Fictions of Posthuman Care offers generative visions of care that make room for the incredible range of affects, energies, behaviours, attachments and dependencies that produce and sustain life in more-than-human worlds. (shrink)

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Legal professionals in Malawi rely on a limited number of textbooks, outdated law reports and inadequate library services. Most documents available are in image form, are un-structured, i.e. contain no useful legal meta-data, summaries, keynotes, and do not support a system of citation that is essential to legal research. While advances in document processing and machine learning have benefited many fields, legal research is still only marginally affected. In this interdisciplinary research, the authors build semi-automatic tools for creating a corpus (...) of Malawi criminal law decisions annotated with legal meta-data, case and law citations. We used this corpus to extract legal meta-data, including law and case citations as used in Malawi by employing machine learning tools, spaCy and Gensim LDA. We set the foundation for a new methodology for classifying Malawi criminal case law according to the recently introduced International Classification of Crime for Statistical Purposes (ICCS). (shrink)

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Healthcare has emerged as a key setting where expectations are rising for the potential benefits of artificial intelligence (AI), encompassing a range of technologies of varying utility and benefit. This paper argues that, even as the development of AI for healthcare has been pushed forward by a range of public and private actors, insufficient attention has been paid to a key contradiction at the center of AI for healthcare: that its pursuit to improve health is necessarily accompanied by environmental costs (...) which pose risks to human and environmental health—costs which are not necessarily directly borne by those benefiting from the technologies. This perspective paper begins by examining the purported promise of AI in healthcare, contrasting this with the environmental costs which arise across the AI lifecycle, to highlight this contradiction inherent in the pursuit of AI. Its advancement—including in healthcare—is often described through deterministic language that presents it as inevitable. Yet, this paper argues that there is need for recognition of the environmental harm which this pursuit can lead to. Given recent initiatives to incorporate stakeholder involvement into decision-making around AI, the paper closes with a call for an expanded conception of stakeholders in AI for healthcare, to include consideration of those who may be indirectly affected by its development and deployment. (shrink)

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This paper considers three possible ways of understanding the claim that the American criminal justice system is racist: individualist, “patterns”-based, and ideology-based theories of institutional racism. It rejects an individualist explanation of institutional racism because such an explanation fails to explain the widespread prevalence of anti-black racism in this system or indeed in the United States. It considers a “patterns” account of institutional racism, where consistent patterns of disparate racial effect mimic the structure of intentional projects of racial subjugation like (...) slavery or Jim Crow. While a “patterns” account helpfully directs attention to the effects of policies and practices that make up an institution, it does not fully explain the deep roots of anti-blackness in the criminal justice system in the United States. The paper concludes by defending an ideology-based theory of institutional racism for understanding the criminal justice system because the stereotype of the black criminal has a mutually reinforcing relationship with the patterns of disparate outcome for black people in the criminal justice system. This relationship creates a looping effect where the stereotype of the black criminal fuels the disproportionate involvement of black people in the criminal justice system, and the disproportionate representation of black people with felony records, in prisons, brutalized in police encounters, and so on reinforces the idea that black people are especially prone to criminality. Ideological approaches to racism that integrate attention to the patterns of disparate effect best explain what it means to say that the criminal justice system is racist. (shrink)

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We are grateful to Friesen and colleagues for drawing attention to the tension between the protection of populations that may experience vulnerability with their inclusion in research (Friesen et a...

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Bioethicists in healthcare institutions have the skills and insights and can and must facilitate and promote measures that address deeply ingrained structural issues that exacerbate health inequity...

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