A widespread need to explain the behavior and outcomes of AI-based systems has emerged, due to their ubiquitous presence. Thus, providing renewed momentum to the relatively new research area of eXplainable AI (XAI). Nowadays, the importance of XAI lies in the fact that the increasing control transference to this kind of system for decision making -or, at least, its use for assisting executive stakeholders- already affects many sensitive realms (as in Politics, Social Sciences, or Law). The decision-making power handover to (...) opaque AI systems makes mandatory explaining those, primarily in application scenarios where the stakeholders are unaware of both the high technology applied and the basic principles governing the technological solutions. The issue should not be reduced to a merely technical problem; the explainer would be compelled to transmit richer knowledge about the system (including its role within the informational ecosystem where he/she works). To achieve such an aim, the explainer could exploit, if necessary, practices from other scientific and humanistic areas. The first aim of the paper is to emphasize and justify the need for a multidisciplinary approach that is beneficiated from part of the scientific and philosophical corpus on Explaining, underscoring the particular nuances of the issue within the field of Data Science. The second objective is to develop some arguments justifying the authors’ bet by a more relevant role of ideas inspired by, on the one hand, formal techniques from Knowledge Representation and Reasoning, and on the other hand, the modeling of human reasoning when facing the explanation. This way, explaining modeling practices would seek a sound balance between the pure technical justification and the explainer-explainee agreement. (shrink)

This paper focuses on the consolidation of Molecular Evolution, a field originating in the 1960s at the interface of molecular biology, biochemistry, evolutionary biology, biophysics and studies on the origin of life and exobiology. The claim is made that Molecular Evolution became a discipline by integrating different sorts of scientific traditions: experimental, theoretical and comparative. The author critically incorporates Timothy Lenoir’s treatment of disciplines , as well as ideas developed by Stephen Toulmin on the same subject. On their account disciplines (...) are spaces where the social and epistemic dimensions of science are deeply and complexly interwoven. However, a more detailed account of discipline formation and the dynamics of an emerging disciplinary field is lacking in their analysis. The present essay suggests focusing on the role of scientific concepts in the double configuration of disciplines: the social/political and the epistemic order. In the case of Molecular Evolution the concepts of molecular clock and informational molecules played a central role, both in differentiating molecular from classical evolutionists, and in promoting communication between the different sorts of traditions integrated in Molecular Evolution. The paper finishes with a reflection on the historicity of disciplines, and the historicity of our concepts of disciplines. (shrink)

The use of molecules and reactions as evidence, markers and/or traits for evolutionary processes has a history more than a century long. Molecules have been used in studies of intra-specific variation and studies of similarity among species that do not necessarily result in the analysis of phylogenetic relations. Promoters of the use of molecular data have sustained the need for quantification as the main argument to make use of them. Moreover, quantification has allowed intensive statistical analysis, as a condition and (...) a product of increasing automation. All of these analyses are subject to the methodological anxiety characteristic of a community in search of objectivity. It is in this context that scientists compared and evaluated protein and nucleic acid sequence data with other types of molecular data – including immunological, electrophoretic and hybridization data. This paper argues that by looking at long-term historical processes, such as the use of molecular evidence in evolutionary biology, we gain valuable insights into the history of science. In that sense, it accompanies a growing concern among historians for big-pictures of science that incorporate the fruitful historical research on local cases of the last decades. (shrink)

El presente artículo tiene como objeto llevar a cabo un estudio pragmático y analítico sobre la acción de valoración, el valor y los valores a la luz de la ciencia semiótica y de la ciencia cibernética. Por ello, se desarrollará un proceso axiológico que ilustre cómo sucede el ingreso, la transición y la salida de códigos morales en función de un esquema cognitivo. Así pues, el proceso axiológico se postula, primero, en fundamento de tres sistemas: de mentalidad, de valores y (...) de biomoralidad y, segundo, conforme a la teoría de la información y de la teoría general de sistemas. (shrink)

This paper extends previous arguments against the assumption that the study of variation at the molecular level was instigated with a view to solving an internal conflict between the balance and classical schools of population genetics. It does so by focusing on the intersection of basic research in protein chemistry and the molecular approach to disease with the enactment of global health campaigns during the Cold War period. The paper connects advances in research on protein structure and function as reflected (...) in Christian Anfinsen’s The molecular basis of evolution, with a political reading of Emilé Zuckerkandl and Linus Pauling’s identification of molecular disease and evolution. Beyond atomic fallout, these advances constituted a rationale for the promotion of genetic surveys of human populations in the Third World, in connection with international health programs. Light is shed not only on the experimental roots of the molecular challenge but on the broader geopolitical context where the rising role of biomedicine and public health had an impact on evolutionary biology. (shrink)

ArgumentThis paper explores the connection between the epistemic and the “political” dimensions of the metaphor of information during the early days of the study of Molecular Evolution. While preserving some of the meanings already documented in the history of molecular biology, the metaphor acquired a new, powerful use as a substitute for “history.” A rhetorical analysis of Emilé Zuckerkandl's paper, “Molecules as Documents of Evolutionary History,” highlights the ways in which epistemic claims on the validity and superiority of molecular evidence (...) for evolution were intimately connected with authority issues in evolutionary biology. The debate is situated within the framework of the battle for resources between traditional evolutionists and molecular biologists at the beginning of the 1960s. The architects of evolutionary synthesis questioned the idea that molecular characters constitute “cleaner” and “more direct” evidence of evolution. Nevertheless, the information discourse constituted a productive space for the development of a new research program that, paradoxically, has made explicit the limitations of the information metaphor in reconstructing life's history. (shrink)

The metaphysics of gender and race is a growing area of concern in contemporary analytic metaphysics, with many different views about the nature of gender and race being submitted and discussed. But what are these debates about? What questions are these accounts trying to answer? And is there real disagreement between advocates of differ- ent views about race or gender? If so, what are they really disagreeing about? In this paper I want to develop a view about what the debates (...) in the metaphysics of gender and race are about, namely, a version of metaphysical deflationism, according to which these debates are about how we actually use or should use the terms ‘gender’ and ‘race’ (and other related terms), where moral and political considerations play a central role. I will also argue that my version of the view can overcome some recent and powerful objections to metaphysical deflationism of- fered by Elizabeth Barnes (2014, 2017). (shrink)

In this special issue we explore practices of scientific inquiry into human populations in Latin America in order to generate new insights into the complex historical and sociopolitical dynamics that have made certain human groups integral to the production of scientific knowledge in and about the region. In important contributions, other scholars have shown that the science of human difference is racist and all too often has been a mediator of development ideologies. To further unpack these arguments we focus attention (...) on the complex interaction between scientists and the populations they study. We explore cases from across the fields of evolutionary biology, demography, epidemiology... (shrink)

A recent quarrel over faultless disagreements assumes that disputes over evaluative sentences should be understood as regular, factual disagreements. Instead, I propose that evaluative disagreements should be understood in Lewisian terms. Language use works like a rule-governed game. In it, the assertion of an evaluative sentence is an attempt to establish one value as default in the conversation; its rejection, in turn, is in most cases the refusal to accept this move.

Adults (more than 18 years old) are likely to reproduce the habits that they acquired during childhood and adolescence (from 6 to 16 years old). For that reason, teachers and parents have the responsibility to promote an active and healthy lifestyle in children and adolescents. Even though every school subject should promote healthy activities, Physical Education (PE) is the most important subject to foster well-being habits associated to healthy lifestyle during sport practice and other kinds of active tasks. Indeed, there (...) are many factors that influence the acquisition of healthy habits that should be taken into account when programs and activities are implemented in both educational and extracurricular context. In this sense, psychological and social factors are of utmost importance to achieve optimal experiences for an active and healthy lifestyle. However, due to the myriad of studies analyzing different factors in different contexts, there could be confusion when programs and pedagogical strategies are applied in educational or extracurricular contexts. The objective of this investigation is to analyze the state of art of the psychosocial factors which influence the engagement in physical activities and sport practice. The keywords used in this review were mainly: ‘Self-Determination Theory’, ‘motivation’, ‘Psychological need satisfaction, ‘physical activity and sport engagement’, ‘Elementary Education’, ‘Secondary Education’, ‘Physical Education’. The articles were selected according to the following criteria: (a) peer-reviewed original research published in international journals indexed in JCR or SJR, (b) published in English or Spanish, (c) about psychosocial factors which influence the physical activity and sport engagement, (b) in educational or extracurricular context. Research articles selected were found through nine databases. It was observed that physical activities and sport practice engagement are closely related to psychological factors. In particularly, intrinsic motivation was able to determine the active participation in any activity, including physical activity and sport practice during the implementation of Small-Sided Games and other kinds of pedagogical strategies (e.g., Pedagogical Models). Motivation was also closely related to flow state. Finally, these variables should be considered in order to organize effective programs to promote an active and healthy lifestyle in Physical Education classes. (shrink)

Between December 14 and 20, 1965, the World Health Organization Scientific Group on Haemoglobinopathies and Allied Disorders metatthe Geneva agency's headquarters. The group comprised eight well-known physicians including Tulio Arends, a leading Latin American human geneticist from the Venezuelan Institute for Scientific Investigations. Others came from North America, Northern and Southern Europe, the Middle East and South East Asia, an array that reflected the delicate geopolitical equilibriums of postwar international health programs, but also the development of highly specialized biomedical research (...) around the globe. They elected Herman Lehmann, from the Abnormal Haemoglobin Research Unit of the Medical Research... (shrink)

Christopher Hom has recently argued that the best-overall account of the meaning of pejorative terms is a semantic account according to which pejoratives make a distinctive truth-conditional contribution, and in particular express complex, negative socially constructed properties. In addition, Hom supplements the semantic account with a pragmatic strategy to deal with the derogatory content of occurrences of pejorative terms in negations, conditionals, attitude reports, and so on, according to which those occurrences give rise to conversational implicatures to the effect that (...) the pejorative terms are non-empty, which explains the offensiveness of those occurrences. In this paper, I aim to defend this semantic strategy from several recent objections, and I will also present a novel objection, which in my view shows that we should understand the semantic account as a version of inferentialism, rather than radical externalism. (shrink)

Despite the promises made by molecular evolutionists since the early 1960s that phylogenies would be readily reconstructed using molecular data, the construction of molecular phylogenies has both retained many methodological problems of the past and brought up new ones of considerable epistemic relevance. The field is driven not only by changes in knowledge about the processes of molecular evolution, but also by an ever-present methodological anxiety manifested in the constant search for an increased objectivity—or in its converse, the avoidance of (...) subjectivity.This paper offers an exhaustive account of the methodological and conceptual difficulties embedded in each of the steps required to elaborate molecular phytogenies. The authors adopt a historical perspective on the field in order to follow the development of practices that seek to increase the objectivity of their methods and representations. These include the adoption and development of explicit criteria for evaluation of evidence, and of procedures associated with methods of statistical inference, quantification and automation. All these are linked to an increasing use of computers in research since the mid 1960s. We will show that the practices of objectivity described are highly dependent on the problems and tools of molecular phylogenetics. (shrink)

What does woman mean? According to two competing views, it can be seen as a sex term or as a gender term. Recently, Jennifer Saul has put forward a contextualist view, according to which woman can have different meanings in different contexts. The main motivation for this view seems to involve moral and political considerations, namely, that this view can do justice to the claims of trans women. Unfortunately, Saul argues, on further reflection the contextualist view fails to do justice (...) to those moral and political claims that motivated the view in the first place. In this article I argue that there is a version of the contextualist view that can indeed capture those moral and political aims, and in addition, I use this case to illustrate an important and more general claim, namely, that moral and political considerations can be relevant to the descriptive project of finding out what certain politically significant terms actually mean. (shrink)

Do moral beliefs motivate action? To answer this question, extant arguments have considered hypothetical cases of association (dissociation) between agents’ moral beliefs and actions. In this paper, I argue that this approach can be improved by studying people’s actual moral beliefs and actions using empirical research methods. I present three new studies showing that, when the stakes are high, associations between participants’ moral beliefs and actions are actually explained by co-occurring but independent moral emotions. These findings suggest that moral beliefs (...) themselves have little or no motivational force, supporting the Humean picture of moral motivation. (shrink)

In this paper I discuss the question of what it means to say that a property is socially constructed. I focus on an influential project that many social constructivists are engaged in, namely, arguing against the inevitability of a trait, and I examine several recent characterizations of social construction, with the aim of assessing which one is more suited to the task.

Resumen El análisis del poema Caperucita Roja resulta atractivo por sí mismo, ya que su factura corrobora las cualidades inigualables de la poeta Gabriela Mistral. Sin embargo, el hecho de que sea reescritura de un cuento que remonta sus orígenes al folklore europeo y que sea mundialmente conocido por medio de sus versiones modernas desde un punto de vista infantil: Perrault y los hermanos Grimm, vuelve la obra una curiosidad. El propósito del análisis es describir la dimensión erótica del sistema (...) de recursos lingüístico-discursivos usados por Mistral para recrear la historia y refundar el sentido del texto original, quizá recuperando la lectura del crimen, la inocencia ultrajada y el dolor que aquel ofrecía. Abstract The analysis of Gabriela Mistral´s poem Little Red Riding Hood is appealing since its composition confirms the insuperable quality of the author´s poetic work. However, the fact that the story finds its origins in the European folklore and that it became known worldwide due to its modern versions (Perrault and the Brothers Grimm), turn the poem into a curiosity. The purpose of the analysis is to describe of the erotic dimension of the linguistic discursive resources used by Mistral to recreate the story and restore the meaning of the original text, probably recovering its reading as crime, shattered innocence, and the pain that it conveyed. (shrink)

En su trabajo acerca del debate Putnam-Rorty, Luis Robledo supone una concepción reduccionista de la justificación en Rorty, y defiende contra ella la indepen-dencia entre justificación y consenso, a través del argumento de la posibilidad de un consenso sin justificación. A su juicio, el no sostener una independencia tal conduciría a problemas desfavorables para el pragmatismo. En este trabajo buscaré presentar una interpretación alternativa y no reduccionista de la justificación rortiana, que aún sin reconocer una total independencia entre ambas instancias, (...) no sólo evita estos proble-mas, sino que además muestra que es poco pragmático el ejemplo proporcionado por Robledo en su argumentación. (shrink)

El objetivo principal del artículo es hacer notar la dimensión jurídico-normativa del problema del aborto, considerando que acentuar excesivamente su dimensión ético-moral conduce a una estéril contraposición que impide una discusión serena del abortoy de su dimensión irremediablemente pública. En este sentido, aún reconociéndole su perspectiva moral, en el artículo se plantea la posibilidad de pensar el aborto como una conducta que pueda reconducirse a un modelo de regulación jurídica “blando”, dondela perspectiva moral del legislador no adquiera las características de (...) una moral común, igual para todos ,y que,por el contrario,mediante la modalidad jurídica del permiso, cada individuo ponga en acto su propia convicción moral. De ahí puede surgir una legislación en la que el aborto no sea objeto ni de un deber jurídico ni de una prohibición: abortaro no abortar, en este modelo de regulación jurídica, son decisiones que los individuos toman con base en sus propias convicciones. (shrink)

Benefit sharing aims to achieve an equitable exchange between the granting of access to a genetic resource and the provision of compensation. The Convention on Biological Diversity, adopted at the 1992 Earth Summit in Rio de Janeiro, is the only international legal instrument setting out obligations for sharing the benefits derived from the use of biodiversity. The CBD excludes human genetic resources from its scope, however, this article considers whether it should be expanded to include those resources, so as to (...) enable research subjects to claim a share of the benefits to be negotiated on a case-by-case basis. Our conclusion on this question is: 'No, the CBD should not be expanded to include human genetic resources.' There are essential differences between human and non-human genetic resources, and, in the context of research on humans, an essentially fair exchange model is already available between the health care industry and research subjects. Those who contribute to research should receive benefits in the form of accessible new health care products and services, suitable for local health needs and linked to economic prosperity. When this exchange model does not apply, as is often the case in developing countries, individually negotiated benefit sharing agreements between researchers and research subjects should not be used as 'window dressing'. Instead, national governments should focus their finances on the best economic investment they could make; the investment in population health and health research as outlined by the World Health Organization's Commission on Macroeconomics and Health; whilst international barriers to such spending need to be removed. (shrink)

Las descripciones definidas pueden ser interpretadas de acuerdo con las dos lecturas propuestas por Donnellan. El presente trabajo presenta una interpretación contextualista de la lectura referencial de estas expresiones.

La teoría de los hacedores de verdad, como la vieja teoría correspondentista, intenta comprender la relación que, ligando proposiciones y hechos, resulta en la verdad (o falsedad) de las primeras. Esta teoría presenta una versión débil, que da cuenta de dicha relación en términos de la noción de implicación, y una fuerte, fundada en la relación de "ser verdadero en virtud de". La diferencia fundamental entre ambas es la adhesión y el rechazo, respectivamente, del Principio de Implicación, según el cual (...) dos proposiciones ligadas por implicación serán hechas verdaderas por el mismo hecho. El presente trabajo muestra cómo esta adhesión conduce a las versiones débiles al colapso, por lo cual sólo las versiones fuertes tienen oportunidades de prosperar. (shrink)

Este artículo analiza los procesos de individuación de beneficiarios del Programa “Fondo Solidario de Vivienda” del Ministerio de Vivienda y Urbanismo, desde la experiencia nuevas propietarias en la comuna de Lo Espejo. A partir de un estudio de caso en el condominio “Los Parques”, este artículo presenta una reflexión sobre el vínculo que se establece entre los programas sociales y los procesos de autoafirmación en torno a las trayectorias habitacionales, contribuyendo así al debate entre subjetividad y políticas sociales en Chile. (...) El análisis de los procesos de individuación nos conducirá a afirmar que la política social se constituye como un soporte vital en la consolidación de los proyectos biográficos vinculados a la vivienda, pero que al mismo tiempo, limita la construcción subjetiva de las trayectorias habitacionales y los procesos de autoafirmación individuales a partir de ellas. (shrink)

Hannah Arendt señala que la acción de los ciudadanos dentro de una democracia participativa consiste en juzgar. El verdadero ciudadano debe estar formado en el juicio político. Cada ciudadano ejerce su participación plena a través del intercambio de argumentos que explican sus acciones. Esta facultad de argumentar dinamiza su participación política. Sin embargo, el juicio político no consiste en ejercitar el pensamiento desde el plano meramente lógico racional del entendimiento. Por el contrario, la política, al estar delimitada por la acción (...) y la palabra, acude a otros registros de la acción práctica, tales como la estética y la historia. En esta reflexión iniciamos el paso de lo estético a lo político precisando lo que entendemos por juicio reflexionante y por juicio estético y que permitirán constituir la facultad de juzgar propia de lo político. Haciendo un recorrido por la racionalidad estética que señala la relevancia de lo subjetivo susceptible de ser comunicado, la estética kantiana nos abre el camino para el juzgar político, también centrado en el diálogo intersubjetivo de intereses por negociar tan propios de un proceso democrático. Conceptos como el gusto, el sentido común, la genialidad estética del genio, bien podrían compararse con el liderazgo político capaz de atraer en el caso de la política y de suscitar el placer por lo estético, en el caso del buen gusto. (shrink)

Evaluative judgments imply positive or negative regard. But there are different ways in which something can be positive or negative. How do we tell them apart? According to Evaluative Sentimentalism, different evaluations (e.g., dangerousness vs. offensiveness) are grounded on different emotions (e.g., fear vs. anger). If this is the case, evaluation differentiation requires emotional awareness. Here, we test this hypothesis by looking at alexithymia, a deficit in emotional awareness consisting of problems identifying, describing, and thinking about emotions. The results of (...) Study 1 suggest that high alexithymia is not only related to problems distinguishing emotions, but also to problems distinguishing evaluations. Study 2 replicated this latter effect after controlling for individual differences in attentional impulsiveness and reflective reasoning, and found that reasoning makes an independent contribution to evaluation differentiation. These results suggest that emotional sensibilities play an irreducible role in evaluative judgment while affording a role for reasoning. (shrink)

Two experiments were conducted to examine whether the resistance to extinction obtained in evaluative conditioning (EC) studies implies that EC is a qualitatively distinct form of classical conditioning (Baeyens, Eelen, & Crombez, 1995 Baeyens, F, Eelen, P, and Crombez, G, (1995a). Pavlovian associations are forever: On classical conditioning and extinction, Journal of Psychophysiology 9 ((1995a)), pp. 127–141.[Web of Science ®], [Google Scholar]a) or whether it is the result of an nonassociative artefact (Field & Davey, 1997 Field, AP, and Davey, GCL, (...) (1997). Conceptual conditioning: Evidence for an artifactual account of evaluative learning, Learning and Motivation 25 ((1997)), pp. 446–464.[Crossref], [Web of Science ®], [Google Scholar], 1998 Field, AP, and Davey, GCL, (1998). Evaluative conditioning: Arti‐fact or ‐fiction?‐ A reply to Baeyens, De Houwer, Vansteenwegen, and Eelen (1998), Learning and Motivation 29 ((1998)), pp. 475–491.[Crossref], [Web of Science ®], [Google Scholar], 1999 Field, AP, and Davey, GCL, (1999). Reevaluating evaluative conditioning: A nonassociative explanation of conditioning effects in the visual evaluative conditioning paradigm, Journal of Experimental Psychology: Animal Behavior Processes 25 ((1999)), pp. 211–224.[Crossref], [PubMed], [Web of Science ®], [Google Scholar]). Both experiments included between‐subjects control groups in addition to standard within‐subjects control conditions. In Experiment 1, only verbal ratings were measured in order to evaluate the effect of postacquisition CS‐only exposures on EC whereas in Experiment 2, verbal ratings and postextinction priming effects were measured. The results showed that the EC effects are demonstrable in a between‐subjects design and that the extinction procedure did not have any influence on the acquired evaluative value of CSs regardless of whether the verbal ratings or the priming effects were used as dependent variables. The present results provide evidence that EC is resistant to extinction and suggest an interpretation of EC as a qualitatively distinct form of associative learning. (shrink)

Se ofrece una posible lectura de la trascendencia levinasiana desde el fenómeno de la responsabilidad, lectura que no es posible desde la lógica de la libertad, sino en cuanto que trascendencia del retorno sin partir de ninguna parte. Esto exige aceptar que la sensibilidad es el punto cero de la situación, con lo que se pone de manifiesto que el hombre, antes de trascender y responder, está encarnado. Por lo tanto, la corporalidad del cuerpo es el hecho desde el cual (...) un sujeto responsable es posible. (shrink)