This paper proposes a formal top-level model of explaining the outputs of machine-learning-based decision-making applications and evaluates it experimentally with three data sets. The model draws on AI & law research on argumentation with cases, which models how lawyers draw analogies to past cases and discuss their relevant similarities and differences in terms of relevant factors and dimensions in the problem domain. A case-based approach is natural since the input data of machine-learning applications can be seen as cases. While the (...) approach is motivated by legal decision making, it also applies to other kinds of decision making, such as commercial decisions about loan applications or employee hiring, as long as the outcome is binary and the input conforms to this paper’s factor- or dimension format. The model is top-level in that it can be extended with more refined accounts of similarities and differences between cases. It is shown to overcome several limitations of similar argumentation-based explanation models, which only have binary features and do not represent the tendency of features towards particular outcomes. The results of the experimental evaluation studies indicate that the model may be feasible in practice, but that further development and experimentation is needed to confirm its usefulness as an explanation model. Main challenges here are selecting from a large number of possible explanations, reducing the number of features in the explanations and adding more meaningful information to them. It also remains to be investigated how suitable our approach is for explaining non-linear models. (shrink)

In his The Uses of Argument (Cambridge University Press, 1958), S. Toulmin presents serious charges against ordinary logical theory, e.g., that it does not distinguish between analytic or formally valid or conclusive or warrant-using arguments, that the distinction between premises and conclusion is a bad oversimplification, that "major premise" conceals the distinction between inference-warrant and inference-backings, that logicians have been mistakenly working under an ideal of geometrical form. The paper argues that none of the charges is proven, that most of (...) them cannot be proven, that Toulmin's new logic is at best only vaguely hinted at and that his suggestions are positively obscure or mistaken. (shrink)

Prior research on corporate misconduct pays extensive attention to single misconduct behaviors. However, little research has addressed recidivism – the repeated behaviors of corporate misconduct. Based on institutional theory and using the context of emerging economies where recidivism plays a considerable role, we propose the path dependency of corporate recidivism and suggest that three influential factors exist: internal preconditioning, inter-organizational imitation, and the prevailing external evaluation. Our event history analysis of 1,036 listed companies in China over the period 2001–2008 statistically (...) confirms our hypotheses. We conclude the paper by outlining the implications for both theory and practice. (shrink)

Of all the thinkers of the century of genius that inaugurated modern philosophy, none lived an intellectual life more rich and varied than Gottfried Wilhelm Leibniz. Maria Rosa Antognazza's pioneering biography provides a unified portrait of this unique thinker and the world from which he came. At the centre of the huge range of Leibniz's apparently miscellaneous endeavours, Antognazza reveals a single master project lending unity to his extraordinarily multifaceted life's work. Throughout the vicissitudes of his long life, Leibniz (...) tenaciously pursued the dream of a systematic reform and advancement of all the sciences. As well as tracing the threads of continuity that bound these theoretical and practical activities to this all-embracing plan, this illuminating study also traces these threads back into the intellectual traditions of the Holy Roman Empire in which Leibniz lived and throughout the broader intellectual networks that linked him to patrons in countries as distant as Russia and to correspondents as far afield as China. (shrink)

Here are crucial data for any theory of the self, self-consciousness or the structure of experience. We discuss the fundamental structure of both indexical reference, especially first-term reference, and quasi-indexical reference, used in attributing first-person reference to others. Chisholm's ingenious account of direct awareness of self is tested against the two sets of data. It satisfies neither. Chisholm's definitions raise serious questions both about philosophical methodology and about the underlying ontology of individuation, identity, and predication. Chisholm's adverbial account of non-physical (...) contents of consciousness is also examined; several questions are raised about the possible success of the linguistic technique of ontological reduction by hyphenation and creation of grammatical devices. (shrink)

Animal models of human diseases are often used in biomedical research in place of human subjects. However, results obtained by animal models may fail to hold true for humans. One way of addressing this problem is to make animal models more similar to humans by placing human tissue into animal models, rendering them chimeric. Since technical and ethical limitations make neurological disorders difficult to study in humans, chimeric models with human neural tissue could help advance our understanding of neuropathophysiology. In (...) this article, we examine whether the introduction of human neural tissue and any consequent cognitive change is relevant to the way we ought to treat chimeras. We argue that changes in cognitive abilities are morally relevant to the extent that they increase the capacities that affect the moral status of any entity, including awareness, autonomy, and sociability. We posit that no being, regardless of species, should be treated in a way that is incommensurate with its moral status. Finally, we propose a framework that can be used to guide ethical assessment of research involving chimeras with advanced cognitive capacities. We advance this framework as a useful tool for bringing relevant considerations to the forefront for those considering the ethical merit of proposed chimeric research. In doing so, we examine concepts relevant to the question of how any entity may be treated, including moral status, dignity, and capacities. (shrink)

Criticisms of the “container” model of pregnancy picturing female and embryo as separate entities multiply in various philosophical and scientific contexts during the last decades. In this paper, we examine how this model underlies received views of pregnancy in evolutionary biology, in the characterization of the transition from oviparity to viviparity in mammals and in the selectionist explanations of pregnancy as an evolutionary strategy. In contrast, recent evo-devo studies on eutherian reproduction, including the role of inflammation and new maternal cell (...) types, gather evidence in favor of considering pregnancy as an evolved relational novelty. Our thesis is that from this perspective we can identify the emergence of a newhistoricalindividual in evolution. In evo-devo, historical units are conceptualized as evolved entities which fulfill two main criteria, their continuous persistence and their non-exchangeability. As pregnancy can be individuated in this way, we contend that pregnant females are historical individuals. We argue that historical individuality differs from, and coexists with, other views of biological individuality as applied to pregnancy (the physiological, the evolutionary and the ecological one), but brings forward an important new insight which might help dissolve misguided conceptions. (shrink)

The present essay inserts itself in a more ambitious project, wich aim is to elucidate the empiricist commitments of the more influential twentieth century philosophers of science, including those, like Popper, who presented themselves as critics of empiricism. Such an elucidation might contribut..

The last ten years have seen particularly strong changes in corporate social responsibility (CSR), with the introduction of new instruments such as the UnitedNations Global Compact (UNGC) in 2000 and the Global Reporting Initiative (GRI) Sustainability Reporting Guidelines in 1998. These instruments propose voluntary tools to address CSR. In November 2010, the International Organization for Standardization (ISO) released the new social responsibility guidance under ISO 26000. It is important to understand the contribution of ISO 26000 to already existing CSR instruments (...) and the connections between them. This article discusses whether companies need ISO 26000 if they already implemented UNGC and GRI: is there redundancy or complementarity? (shrink)

Background: Many studies have explored personal values in nursing, but none has assessed whether the predictions made by the theory of intergenerational value change are true for the different generations of nursing professionals and students. This theory predicts a shift in those personal values held by younger generations towards ones focussed on self-expression. Research question: The purpose of the study was to identify intergenerational differences in personal values among nursing professionals and nursing students and to determine whether generational value profiles (...) fit the predictions made by the theory. Research design: An exploratory comparative design with a cross-sectional survey method was used. Participants and research context: Participants were recruited from four public hospitals and 10 Primary Care Centres in medium-size cities in Spain. A sample of 589 nurses and 2295 nursing students participated in the study. An open survey method was used to collect data that were classified grouping reported values into categories following a method of value lexicon construction and analysed by contingency tables with Pearson’s χ2 and standardized residuals. Ethical considerations: Approval to conduct the study was obtained from the Deans of the nursing schools and the Directors of Nursing of the institutions. Anonymity was guaranteed, participation was voluntary and participants were informed of the purpose of the study. Findings: The results can be synthesized in two age-related trends in the reporting of values among three groups of participants. First, among younger nurses and students, some nursing core values (e.g. ethical and professional) decreased in importance, while other values centred on social relationships and personal well-being increased. Discussion and Conclusion: This study shows intergenerational change in personal values among both nursing students and young nursing professionals. Findings suggest the need to pay more attention to value training and professional socialization during the schooling period. (shrink)

Over the last decades, migration across Europe has continued to increase. Consequently, offering educational support for migrant students in the schools of host countries has been an extensively debated issue across Europe and further afield, especially in countries with a history of immigration. However, less is known about how education systems in the ‘new’ immigration countries have responded to the needs of recently arrived migrants. This article focuses on language support measures set up for migrant students in state-funded schools in (...) the Republic of Ireland and Spain – both multilingual countries with more than one official language and with a heterogeneous migrant population. In reviewing educational policy and practice in these jurisdictions in the areas of language support for migrants, this article seeks to contribute to the debate on challenges involved in supporting language acquisition by migrant students in formal educational settings. (shrink)

This paper is concerned with an enquiry into male sex offenders' understanding of masculinity to establish whether there exists a link between their view of masculinity and their sexual offending behaviour. The enquiry concerned twenty-five sexual offenders serving prison sentences. A short discussion follows and it is suggested that a sexuality and spirituality support group could be piloted within the prison context in order to give sex offenders a new perspective on how to be male in an evolving and flexible (...) way by meaningful relationship. (shrink)

The permanent struggle for optimisation can be seen as one of the most significant cultural principles of contemporary Western societies: the demand for improved performance and efficiency as well as the pursuit of self-improvement are con-sidered necessary in order to keep pace with an accelerated, competitive modern-ity. This affects not only work and education, but also family life, parent–child relationships and intimate relationships in respect to the body and the self, in regard to the public as well as the private (...) realm. Bringing together contributions from renowned scholars from the fields of sociology, psychology and psycho-analysis, this book explores the impacts of optimisation on culture and psyche, examining the contradictions and limitations of optimisation, in conjunction with the effects of social transformations on individuals and shifts in regard to the meaning of ‘pathology’ and ‘normality’. (shrink)

It has long been thought that gene expression is tightly regulated in multicellular eukaryotes, so that expression profiles match functional profiles. This conception emerged from the assumption that gene activity is synonymous with gene function. This paradigm was first challenged by comparative protein electrophoresis studies showing extensive differences in expression patterns among related species. The paradigm is now being challenged by evolutionary transcriptomics using microarray technologies. Most gene expression profiles display features that lack any obvious functional significance. The so‐called “ectopic” (...) expression refers to the expression of genes at times and locations where the target gene is not known to have a function. However, ectopic expression might be associated with genuine function even if this function is not essential or has yet to be ascertained. Alternatively, ectopic expression might come about as a superfluous by‐product of regulatory systems, which would call for a revision of prevailing ideas about the specificity of gene regulation. We herein review available evidence for ectopic expression and the hypotheses proposed for its origin and evolution. We propose that ectopic expression must be regarded as part of an integrated phenotypic whole. It seems likely that ectopic expression represents a leak in the evolution of regulatory systems, but one that is endowed with considerable evolutionary possibilities. BioEssays 27:592–601, 2005. © 2005 Wiley Periodicals, Inc. (shrink)

Despite the proliferation of articles and edited volumes on EvoDevo (evolutionary developmental biology), only a couple of monographs dealing systematically with the conceptual challenges posed by the reintroduction of development into the structure of evolutionary theory are available (Gould 2002; Amundson 2005). In Requiem for the Centaurus: An Epistemological Approach to Evolutionary Developmental Biology, Footnote1 Gustavo Caponi reorganizes the pieces of work he has been publishing in recent years on different historical and conceptual aspects of evolutionary biology into a long, (...) coherent, elegant, and thought-provoking argument that deserves to be read from beginning to end. (shrink)

La pandemia del COVID-19 constituye un caso de estudio fascinante desde la perspectiva de la filosofía de la ciencia, incluyendo los estudios de Ciencia, Tecnología y Sociedad (CTS) y, en particular, la filosofía de la biología. En este artículo abordo la deriva más polémica del debate clásico en torno al realismo científico, a saber: la discusión sobre la naturaleza de los hechos de los que se ocupan las ciencias.

In the age of neoliberalism, feminists strongly disagree on the ideal legal status of prostitution while the pro-prostitution lobby endeavours to keep their male-dominated business running smoothly. Feminist debates should be concerned with the sex buyers' belief system about women, which is likely to have practical consequences in the way they behave with women (prostituted and non-prostituted) in terms of sexuality and, therefore, for feminist purposes of equality, on a broader scale. A Critical Discourse Analysis of buyer-authored online reviews of (...) prostituted women provides the opportunity to verify whether the relationship they establish with them is based on democratic mutual equality or gendered power relations driven by domination and subordination.En la era del neoliberalismo, no hay consenso entre las feministas acerca del estatus legal que debería tener la prostitución; mientras, el lobby pro-prostitución intenta proteger tan lucrativo negocio. Los debates feministas deben abordar críticamente el sistema de creencias de los sujetos prostituyentes, en tanto que afecta a cómo actúan con las mujeres (prostituidas y no prostituidas) dentro del marco de la sexualidad y, por tanto, al potencial logro de la igualdad fáctica a nivel social. El análisis crítico del discurso online de los sujetos prostituyentes sobre las mujeres prostituidas permite comprobar si las relaciones que establecen con ellas están basadas en términos igualitarios o en la dicotomía dominación-subordinación característica de las relaciones de poder de género. (shrink)

From its beginning, Critical Theory aimed to explore the laws governing social life as a formational totality and the forces shaping and driving its historical evolution. So the attempt to develop a comprehensive conception of ‘society’ encompassing both its structural as well as its cultural components can be considered one of the defining hallmarks of Critical Theory through all its theoretical and generational variations. But what, then, is Critical Theory’s conception of society? To answer this question, the authors make use (...) of a three-tiered heuristic model distinguishing synthesis (what is society?), dynamis (what are the driving forces of social change?) and praxis ((how) can social change be motivated or influenced by social actors?). In this way, they are able to reconstruct not only the divergences and controversies between the different versions and approaches in Critical Theory across the four generations of authors writing in this tradition, but also four core points of convergence which can serve to differentiate between Critical Theory in the Frankfurt School tradition and other critical theories. These four points, we suggest, should be seen to form the backbone of any valid conception of society in contemporary Critical Theory. (shrink)

Este artículo pretende analizar, el proceso de mercantilización y comercialización del carnaval de Ouro Preto, Minas Gerais (MG), Brasil, en el cual la juventud y las características que le son socialmente atribuidas emergen en un escenario festivo, influenciado principalmente por la industria del entretenimiento. Para ello, se realizó un estudio del carnaval de esta ciudad del año 2009, desde un enfoque cualitativo, combinando las investigaciones bibliográfica, documental y de campo. Sin desconsiderar las múltiples posibilidades de apropiación de los sujetos en (...) el diverso y plural tiempo-espacio de la fiesta, se identificó que las variadas formas específicas de ser joven, sus looks y estilos de vivenciar el carnaval, son el principal producto a ser vendido en el mercado de la diversión y del entretenimiento. La fiesta, que hasta hace muy poco tiempo ocurría en las calles de la ciudad, con posibilidad de participación gratuita, se transforma así en mega-producciones pagadas, privadas y destinadas principalmente al público joven. (shrink)

En el presente trabajo se reflexiona sobre la situación de pobreza y desigualdad que asola al mundo en este nuevo siglo señalando el papel que desarrolla la Universidad en el cambio social y en la consecución de los Objetivos de Desarrollo Sostenible. Las Universidades se enfrentan a un gran desafío, contribuir a la creación de un mundo sostenible e igualitario. La Educación Superior se convierte en guía para una sociedad que necesita, hoy más que nunca, de una conciencia crítica que (...) les haga actuar desde la responsabilidad socy el compromiso ético. En esta investigación, se expone un caso concreto, la asignatura de Educación para Responsabilidad Social impartida en la Universidad Francisco de Vitoria como una materia que ayuda a los estudiantes a implicarse personalmente para lograr la justicia social y el bien común, trabajando activamente para incidir en el logro de los ODS. (shrink)

The purpose of the present paper is to reply to a misleading paper by M. Sachs entitled “Einstein's later view of the Twin Paradox” (TP) (Found. Phys. 15, 977 (1985)). There, by selecting some passages from Einstein's papers, he tried to convince the reader that Einstein changed his mind regarding the asymmetric aging of the twins on different motions. Also Sachs insinuates that he presented several years ago “convincing mathematical arguments” proving that the theory of relativity does not predict asymmetrical (...) aging in the TP. Here we give a definitive treatment to the clocks problem showing that Sachs' “convincing mathematical arguments” are non sequitur. Also, by properly quoting Einstein, we show that his later view of the TP coincides with the one derived from the rigorous theory of time developed in this paper. (shrink)