Machine learning algorithms may radically improve our ability to diagnose and treat disease. For moral, legal, and scientific reasons, it is essential that doctors and patients be able to understand and explain the predictions of these models. Scalable, customisable, and ethical solutions can be achieved by working together with relevant stakeholders, including patients, data scientists, and policy makers.

Griffiths and Russell D. Gray (1994, 1997, 2001) have argued that the fundamental unit of analysis in developmental systems theory should be a process – the life cycle – and not a set of developmental resources and interactions between those resources. The key concepts of developmental systems theory, epigenesis and developmental dynamics, both also suggest a process view of the units of development. This chapter explores in more depth the features of developmental systems theory that favour treating processes as fundamental (...) in biology and examines the continuity between developmental systems theory and ideas about process in the work of several major figures in early 20th century biology, most notable C.H Waddington. (shrink)

According to the distinguished philosopher Richard Wollheim, an emotion is an extended mental episode that originates when events in the world frustrate or satisfy a pre-existing desire (Wollheim, 1999). This leads the subject to form an attitude to the world which colours their future experience, leading them to attend to one aspect of things rather than another, and to view the things they attend to in one light rather than another. The idea that emotions arise from the satisfaction or frustration (...) of desires—the ‘match-mismatch’ view of emotion aetiology—has had several earlier incarnations in the psychology of emotion. Early versions of this proposal were associated with the attempt to replace the typology of emotion found in ordinary language with a simpler theory of drives and to define new emotion types in terms of general properties such as the frustration of a drive. The match-mismatch view survived the demise of that revisionist project and is found today in theories that accept a folk-psychological-style taxonomy of emotion types based on the meaning ascribed by the subject to the stimulus situation. For example, the match-mismatch view forms part of the subtle and complex model of emotion episodes developed over many years by Nico Frijda (Frijda, 1986). According to Frijda, information about the ‘situational antecedents’ of an emotion—the stimulus in its context, including the ongoing goals of the organism—is evaluated for its relevance to the multiple concerns of the organism. Evaluation of match-mismatch—the degree of compatibility between the situation and the subject's goals—forms part of this process. (shrink)

Our daily experience, dominated by the corporate clock that so many of us contort ourselves to fit inside, is destroying us. It wasn't built for people, it was built for profit. This is a book that tears open the seams of reality as we know it-the way we experience time itself-and rearranges it, reimagining a world not centered around work, the office clock, or the profit motive. Explaining how we got to the point where time became money, Odell offers us (...) new models to live by--inspired by pre-industrial cultures, ecological, and geological time--that make a more humane, more hopeful way of living seem possible. In this dazzling, subversive, and deeply hopeful reframing of time, Jenny Odell takes us on a journey through other temporal habitats. As planet-bound animals, we live inside shortening and lengthening days, alongside gardens growing, birds migrating, and cliffs eroding. The stretchy quality of waiting and desire, the way the present may suddenly feel marbled with childhood memory, the slow but sure procession of a pregnancy, or the time it takes to heal from injuries--physical or emotional. Odell urges us to become stewards of these different rhythms of life, to imagine a life, identity, and source of meaning outside of the world of work and profit, and to understand that the trajectory of our lives--or the life of the planet--is not a foregone conclusion. In that sense, "saving" time-recovering its fundamentally irreducible and inventive nature-could also mean that time saves us. (shrink)

People are adept at inferring novel causal relations, even from only a few observations. Prior knowledge about the probability of encountering causal relations of various types and the nature of the mechanisms relating causes and effects plays a crucial role in these inferences. We test a formal account of how this knowledge can be used and acquired, based on analyzing causal induction as Bayesian inference. Five studies explored the predictions of this account with adults and 4-year-olds, using tasks in which (...) participants learned about the causal properties of a set of objects. The studies varied the two factors that our Bayesian approach predicted should be relevant to causal induction: the prior probability with which causal relations exist, and the assumption of a deterministic or a probabilistic relation between cause and effect. Adults’ judgments (Experiments 1, 2, and 4) were in close correspondence with the quantitative predictions of the model, and children’s judgments (Experiments 3 and 5) agreed qualitatively with this account. (shrink)

In the years leading up to the Second World War the ethologists Konrad Lorenz and Nikolaas Tinbergen, created the tradition of rigorous, Darwinian research on animal behavior that developed into modern behavioral ecology. At first glance, research on specifically human behavior seems to exhibit greater discontinuity that research on animal behavior in general. The 'human ethology' of the 1960s appears to have been replaced in the early 1970s by a new approach called ‘sociobiology’. Sociobiology in its turn appears to have (...) been replaced by an approach calling itself Evolutionary Psychology. Closer examination, however, reveals a great deal of continuity between these schools. At present, whilst Evolutionary Psychology is the most visible form of evolutionary psychology, empirical and theoretical research on the evolution of mind and behavior is marked by a diversity of ideas and approaches and it is far from clear which direction(s) the field will take in future. (shrink)

Giorgio Agamben, a philosopher both celebrated and reviled, is among the prominent voices in contemporary Italian thought today. His work, which touches upon fields as diverse as aesthetics and biopolitics, is often understood within a framework of Aristotelian potentiality. With this incisive critique, Doussan identifies a different tendency in the philosopher's work, an engagement with the problem of time that is inextricably bound up with language and visuality. Founded in his early writings on metaphysics and continuing to his present occupation (...) with inoperativity, Time, Language and Visuality in Agamben's Philosophy forges an original path through Agamben's extensive commentary on the linguistic and the visual to illuminate the recurrent temporal theme of capture and evasion the cat-and-mouse game that bears the foundational violence of not just representation but concept-formation itself. In the process, Doussan both reveals its limit and establishes a ground for future engagements. (shrink)

Almost every facet of the experience of musical listening—from pitch, to rhythm, to the experience of emotion—is thought to be shaped by the meeting and thwarting of expectations. But it is unclear what kind of mental states these expectations are, what their format is, and whether they are conscious or unconscious. Here, we distinguish between different modes of musical listening, arguing that expectations play different roles in each, and we point to the need for increased collaboration between music psychologists and (...) philosophers in order to arrive at a more detailed characterisation of conscious musical experience and the role of expectations therein. (shrink)

The Greek word eoikos can be translated in various ways. It can be used to describe similarity, plausibility or even suitability. This book explores the philosophical exploitation of its multiple meanings by three philosophers, Xenophanes, Parmenides and Plato. It offers new interpretations of the way that each employs the term to describe the status of their philosophy, tracing the development of this philosophical use of eoikos from the fallibilism of Xenophanes through the deceptive cosmology of Parmenides to Plato's Timaeus. The (...) central premise of the book is that, in reflecting on the eoikos status of their accounts, Xenophanes, Parmenides and Plato are manipulating the contexts and connotations of the term as it has been used by their predecessors. By focusing on this continuity in the development of the philosophical use of eoikos, the book serves to enhance our understanding of the epistemology and methodology of Xenophanes, Parmenides and Plato's Timaeus. (shrink)

The history of religion, philosophy, and nationalism across the Middle East -- Modern-day religion, philosophy, and nationalism in the Gulf region of the Middle East -- Modern-day religion, philosophy, and nationalism in the levant region of the Middle East -- Modern-day religion, philosophy, and nationalism in north Africa -- Important figures in religion, philosophy, and nationalism across the Middle East.

Bayesian Rationality (Oaksford & Chater 2007) illustrates the strengths of Bayesian models of cognition: the systematicity of rational explanations, transparent assumptions about human learners, and combining structured symbolic representation with statistics. However, the book also highlights some of the challenges this approach faces: of providing psychological mechanisms, explaining the origins of the knowledge that guides human learning, and accounting for how people make genuinely new discoveries.

In William Ockham on Metaphysics, Jenny E. Pelletier gives an account of Ockham's concept of metaphysics as the science of being and God as it emerges sporadically throughout his philosophical and theological work.

In light of the summer 2020 protests and their subsequent backlash, questions about the prospective timeline for achieving a racially just society have taken on renewed significance. This article investigates Du Bois’s writings between 1920 and 1940 as a lens through which to examine the temporality of social change. I argue that Du Bois’s turn to the role of white unreason explains the dual temporality of his political vision and the dual strategies that ensue. According to Du Bois, white supremacy (...) is upheld not only by ignorance, but also by white unreason, reproduced through generations of institutional conditioning. Du Bois therefore turns to propaganda for transforming white unreason, thereby making a racially just society possible. But because the transformation of white unreason through propaganda is a slow process, Du Bois argues that Black Americans must ensure their survival through voluntary self-segregation. By presenting us with a framework of social change, Du Bois models how advocates of racial justice might navigate defeat without devolving into defeatism. (shrink)

This collection of essays, on French and francophone prose, poetry, drama, visual art, cinema and thought, assesses guilt and shame in relation to structures of ...

This chapter considers educational relationships as found in Rousseau's Émile (and elsewhere in his writing) and the critique of his views in Wollstonecraft's A Vindication of the Rights of Women. Rousseau and Wollstonecraft discuss educational relationships which contribute to a more socially just world: between human beings now and in the future, between teacher and students, and between human beings and the rest of the natural world, the more‐than‐human. Both of them wanted education to produce social justice in the future. (...) The chapter begins by placing the two authors in their historical contexts and then outlines how their views of educational relationships differ, starting with how they see education as contributing to a more just future and moving on to a consideration of relationships between teacher and students with regard to freedom and to individualised learning. Finally, it considers relationships between human beings and the more‐than‐human. (shrink)

The varied chapters of this book seek to capture the complexities of teaching and learning in today's schools, and they share an interest in exploring the influences of knowledge construction in the moment and over time. Teaching and learning are human processes, interrelated and dynamic. We assembled this collection to unpack what it means to teach and to learn, teasing out some of the implications and challenges of such complicated educational processes that are often misconstrued as causal or linear. As (...) educators currently residing in the United States, we find this a particularly pressing agenda, given the current focus on common core standards and reducing teaching and learning to conceptual and pedagogical stepby-step procedures. Our primary concern in putting together this book was to provide a conceptual and political foundation from which to construct and defend understandings and practices of teaching and learning that embody the complexity of educational endeavors and relationships. The isolation of teaching from learning, and the othering of both teachers and students, one from the other, suggests that knowledge is synonymous with information. This book challenges such assumptions. The project underlying this text can be seen as a means of rethinking how teachers' and students' perspectives of practice and curriculum influence what learning opportunities are provided to students. Chapters written by established and new thinkers in the field of education demonstrate the ways in which teachers reformulate relationships between teaching and learning in school settings. Our second objective is to examine local constructions of knowledge over time and how those constructions are consequential for teacher and student learning. By examining patterns of practice and processes of knowledge construction in elementary, secondary, and undergraduate classrooms, the authors of these chapters lay a foundation for examining commonalities and differences in the construction of knowledge and practices across educational levels, disciplines, and in-school and outof-school settings. (shrink)

This brief but comprehensive introduction to French author Blaise Pascal provides an overview of his life and works and examines the major themes in his writings.

This book will give unique insight into how a new generation of Bourdieusian researchers apply Bourdieu to contemporary issues. It will provide a discussion of the working mechanisms of thinking through and/or with Bourdieu when analysing data. In each chapter, individual authors discuss and reflect upon their own research and the ways in which they put Bourdieu to work. The aim of this book is not to just to provide examples of the development of Bourdieusian research, but for each author (...) to reflect on the ways in which they came across Bourdieu's work, why it speaks to them (including a reflexive consideration of their own background), and the way in which it is thus useful in their thinking. Many of the authors were introduced to Bourdieu's works after his death. The research problems which the individual authors tackle are contextualised in a different time and space to the one Bourdieu occupied when he was developing his conceptual framework. This book will demonstrate how his concepts can be applied as "thinking tools" to understand contemporary social reality. Throughout Bourdieu's career, he argued that sociologists need to create an epistemological break, to abandon our common sense - or as much as we can - and to formulate findings from our results. In essence, we are putting Bourdieu to work to provide a structural constructivist approach to social reality anchored through empirical reflexivity. (shrink)

We argue that there are three coherent, nontrivial notions of basic-ness: conceptual basic-ness, biological basic-ness, and psychological basic-ness. There is considerable evidence for conceptually basic emotion categories (e.g., “anger,” “fear”). These categories do not designate biologically basic emotions, but some forms of anger, fear, and so on that are biologically basic in a sense we will specify. Finally, two notions of psychological basic-ness are distinguished, and the evidence for them is evaluated. The framework we offer acknowledges the force of some (...) of the objections to basic emotion theory whilst demonstrating that the notion of a basic emotion, once properly reformulated, is still of scientific value. (shrink)

Boorse’s biostatistical theory states that diseases should be defined in ways that reflect disturbances of biological function and that are objective and value free. We use three examples from contemporary medicine that demonstrate the complex issues that arise when defining the boundaries of disease: polycystic ovary syndrome, chronic kidney disease, and myocardial infarction. We argue that the biostatistical theory fails to provide sufficient guidance on where the boundaries of disease should be drawn, contains ambiguities relating to choice of reference class, (...) and is out of step with medical processes for identifying disease boundaries. Although proponents of the biostatistical theory might regard these practical issues as irrelevant to the aim of providing a theoretical account of disease, we take them to indicate the need for a theoretical account that is adequate for current needs—including limiting new forms of medicalization that are driven by the identification of disease based on dysfunction. Our processes for determining the boundaries for disease need to recognize that there is no value-free method for making these decisions. (shrink)

It is unreasonable to assume that our pre-scientific emotion vocabulary embodies all and only those distinctions required for a scientific psychology of emotion. The psychoevolutionary approach to emotion yields an alternative classification of certain emotion phenomena. The new categories are based on a set of evolved adaptive responses, or affect-programs, which are found in all cultures. The triggering of these responses involves a modular system of stimulus appraisal, whose evoluations may conflict with those of higher-level cognitive processes. Whilst the structure (...) of the adaptive responses is innate, the contents of the system which triggers them are largely learnt. The circuits subserving the adaptive responses are probably located in the limbic system. This theory of emotion is directly applicable only to a small sub-domain of the traditional realm of emotion. It can be used, however, to explain the grouping of various other phenomena under the heading of emotion, and to explain various characteristic failings of the pre-scientific conception of emotion. (shrink)

The aim of this thematic literature review is to explore nurses' perceptions of ethical issues in the care of older people. Electronic databases were searched from September 1997 to September 2007 using specific key words with tight inclusion criteria, which revealed 17 primary research reports. The data analysis involved repeated reading of the findings and sorting of those findings into four themes. These themes are: sources of ethical issues for nurses; differences in perceptions between nurses and patients/relatives; nurses' personal responses (...) to ethical issues; and the patient—nurse relationship. The findings reveal that ageism is one of the major sources of the ethical issues that arise for nurses caring for older people. Education and organizational change can combat ageist attitudes. Wider training is required in the care of older people, workplace skills, palliative care and pain management for older people. The demands of a changing global demography will necessitate further research in this field. (shrink)

Background: Besides regulatory learning skills, learning also requires students to relate to their social context and negotiate it as they transition and adjust to medical training. As such, there is a need to consider and explore the role of social and cultural aspects in student learning, particularly in problem-based learning, where the learning paradigm differs from what most students have previously experienced. In this article, we report on the findings of a study exploring first-year medical students’ experiences during the first (...) semester of an undergraduate problem-based learning medical program at an African medical school. Method: We employed a qualitative case study approach using in-depth interviews with 23 first-year medical students. Participants ranged in age from 18 to 25 years. All students were bi/multilingual (some spoke three to five languages), with English as the learning language. We conducted an inductive thematic analysis to systematically identify and analyze patterns in the data using the Braun and Clarke framework. Results: Before medical school, students worked hard to compete for admission to medical school, were primarily taught using a teacher-centered approach, and preferred working alone. At the beginning of medical school, students found it challenging to understand the problem-based learning process, the role of the case, speaking and working effectively in a group, managing a heavy workload, and taking increased responsibility for their learning. By the end of the first semester, most students were handling the workload better, were more comfortable with their peers and facilitators, and appreciated the value of the problem-based learning approach. Conclusions: Our study highlights the importance of interrogating contextual sociocultural factors that could cause tension when implementing problem-based learning in non-western medical schools. Adjustment to problem-based learning requires a conceptual and pedagogic shift towards learner-centered practice, particularly concerning self direction, the role of the case, and collaborative learning. As such, there is a need to develop and implement research informed learning development programs that enable students to reflect on their sociocultural beliefs and practices, and enhance their regulatory learning competence to optimize meaningful and early engagement with the problem based learning process. (shrink)

In the last few years, justice has emerged as a matter of concern for the contemporary constitution of technoscience. Increasingly, both practicing scientists and engineers and scholars of science and technology cite justice as an organizing theme of their work. In this essay, I consider why “science and justice” might be arising now. I then ask after the opportunities, but also the dangers, of this formation. By way of example, I explore the openings and exclusions created by the recent conjugation (...) of science and justice in the field of personal genomics. Finally, I conclude with reflections on what other forms “science and justice” might take, and what might be gained or lost in fostering them. (shrink)

In this essay, I argue that to create a genomics that offers more gifts than weights, central attention must be paid to questions of justice. This will require expanding bioethical imaginations so that they grasp and can respond to questions of structural inequity. It will necessitate building novel coalitions and collaborations that turn the attention of bioethical governance away from narrow individual questions such as, “Do I consent?” and toward the broader collective question, is this just? What kind of lives (...) and collectivities are made possible? What rights and principles should govern them? The essay ends with one example of this novel coalition building arising from the Science and Justice Research Center at the University of California, Santa Cruz. It draws lessons from this effort to build new alliances that bridge the social sciences and natural sciences, arts and engineering, to create new kinds of training and thinking that create a genomics that more adequately responds to fundamental questions of justice. (shrink)

The core idea of social constructivism in mathematics is that mathematical entities are social constructs that exist in virtue of social practices, similar to more familiar social entities like institutions and money. Julian C. Cole has presented an institutional version of social constructivism about mathematics based on John Searle’s theory of the construction of the social reality. In this paper, I consider what merits social constructivism has and examine how well Cole’s institutional account meets the challenge of accounting for the (...) characteristic features of mathematics, especially objectivity and applicability. I propose that in general social constructivism shows promise as an ontology of mathematics, because the view can agree with mathematical practice and it offers a way of understanding how mathematical entities can be real without conflicting with a scientific picture of reality. However, I argue that Cole’s specific theory does not provide an adequate social constructivist account of mathematics. His institutional account fails to sufficiently explain the objectivity and applicability of mathematics, because the explanations are weakened and limited by the three-level theoretical model underlying Cole’s account of the construction of mathematical reality and by the use of the Searlean institutional framework. The shortcomings of Cole’s theory give reason to suspect that the Searlean framework is not an optimal way to defend the view that mathematical reality is socially constructed. (shrink)

Developmental systems theory (DST) is a general theoretical perspective on development, heredity and evolution. It is intended to facilitate the study of interactions between the many factors that influence development without reviving `dichotomous' debates over nature or nurture, gene or environment, biology or culture. Several recent papers have addressed the relationship between DST and the thriving new discipline of evolutionary developmental biology (EDB). The contributions to this literature by evolutionary developmental biologists contain three important misunderstandings of DST.

In behavioral ecology some authors regard the innateness concept as irretrievably confused whilst others take it to refer to adaptations. In cognitive psychology, however, whether traits are 'innate' is regarded as a significant question and is often the subject of heated debate. Several philosophers have tried to define innateness with the intention of making sense of its use in cognitive psychology. In contrast, I argue that the concept is irretrievably confused. The vernacular innateness concept represents a key aspect of 'folkbiology', (...) namely, the explanatory strategy that psychologists and cognitive anthropologists have labeled 'folk essentialism'. Folk essentialism is inimical to Darwinism, and both Darwin and the founders of the modern synthesis struggled to overcome this way of thinking about living systems. Because the vernacular concept of innateness is part of folkbiology, attempts to define it more adequately are unlikely to succeed, making it preferable to introduce new, neutral terms for the various, related notions that are needed to understand cognitive development. (shrink)

Does the real difference between non-consequentialist and consequentialist theories lie in their approach to value? Non-consequentialist theories are thought either to allow a different kind of value (namely, agent-relative value) or to advocate a different response to value ('honouring' rather than 'promoting'). One objection to this idea implies that all normative theories are describable as consequentialist. But then the distinction between honouring and promoting collapses into the distinction between relative and neutral value. A proper description of non-consequentialist theories can only (...) be achieved by including a distinction between temporal relativity and neutrality in addition to the distinction between agent-relativity and agent-neutrality. (shrink)

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)