There has been a surge of recent interest in sociocultural diversity in machine learning research. Currently, however, there is a gap between discussions of measures and benefits of diversity in machine learning, on the one hand, and the broader research on the underlying concepts of diversity and the precise mechanisms of its functional benefits, on the other. This gap is problematic because diversity is not a monolithic concept. Rather, different concepts of diversity are based on distinct rationales that should inform (...) how we measure diversity in a given context. Similarly, the lack of specificity about the precise mechanisms underpinning diversity’s potential benefits can result in uninformative generalities, invalid experimental designs, and illicit interpretations of findings. In this work, we draw on research in philosophy, psychology, and social and organizational sciences to make three contributions: First, we introduce a taxonomy of different diversity concepts from philosophy of science, and explicate the distinct epistemic and political rationales underlying these concepts. Second, we provide an overview of mechanisms by which diversity can benefit group performance. Third, we situate these taxonomies of concepts and mechanisms in the lifecycle of sociotechnical machine learning systems and make a case for their usefulness in fair and accountable machine learning. We do so by illustrating how they clarify the discourse around diversity in the context of machine learning systems, promote the formulation of more precise research questions about diversity’s impact, and provide conceptual tools to further advance research and practice. (shrink)

Counterfactuals abound in science, especially when reasoning about and with models. This often requires entertaining counterfactual conditionals with nomologically or metaphysically impossible antecedents, namely, counternomics or counterpossibles. In this paper I defend the make-believe view of scientific counterfactuals, a naturalised fiction-based account of counterfactuals in science which provides a means to evaluate their meanings independently of the possibility of the states of affairs their antecedents describe, and under which they have non-trivial truth-values. Fiction is here understood as imagination (in contrast (...) with its most typical association with falsity), characterised as a propositional attitude of pretense or ‘make-believe’ (Walton 1990). The application of this theory to scientific counterfactuals makes their evaluation a game of make-believe: a counterfactual is (fictionally) true iff its antecedent and the rules of the game prescribe the imagining of its consequent (Kimpton-Nye 2020). The result is a practice-based account of counterfactuals and counterfactual reasoning in science which incorporates insights from theoretical and experimental analytic philosophy as well as cognitive science. This way, the make-believe view of scientific counterfactuals shows that the evaluation of scientific counterfactuals is none other than a question of scientific representation in disguise. (shrink)

RESUMOO presente artigo analisa processos de alterização na biologia humana e na biomedicina. A alterização é entendida aqui como o processo cultural de produção de alteridades por meio da delimitação, rotulação e categorização das formas possíveis de ser outro, desde um determinado marco de referência sócio-histórico. Ainda que a alterização faça parte de qualquer processo de delimitação de categorias de identidade no seio de uma cultura - e, nesse sentido, possa apresentar visões do outro tanto positivas quanto negativas -, aqui (...) nos interessamos especificamente na alterização como fator de marginalização e exclusão social de diferentes grupos humanos. São analisados diversos processos de alterização operantes nos discursos e nas práticas das ciências biomédicas ao longo de sua história recente, os quais têm conduzido à exclusão social de diferentes categorias de outros, ou a tratá-los como inferiores, em pretendidas bases científicas, ou em função de determinadas práticas institucionalizadas dentro da comunidade científica. Exemplos típicos de grupos marginalizados pelas ciências ocidentais ao longo de sua história incluem as raças não europeias, as mulheres, os homossexuais e os "pobres". O principal objetivo do presente artigo é analisar, na história recente das ciências biomédicas, esses processos de alterização que têm conduzido à marginalização de tais grupos e a considerá-los como inferiores. ABSTRACTThis article analyzes processes of "othering" in human biology and biomedicine. Othering is understood here as the cultural process of production of otherness by means of the delimitation, tagging, and categorization of the possible ways of being "other" within a given socio-historical context. Although othering can be considered as a constitutive aspect of any process of delimitation of identities within a given culture - and in this sense it can present both positive and negative views of the "other" -, in the present article we are specifically interested in processes of othering that lead to the marginalization and social exclusion of different human groups. We will analyze processes of othering, which have operated in the discourses and practices of biomedical sciences throughout their recent history, that have led to the social exclusion of different categories of "others", or to treating them as inferior, and that have supposedly scientific bases or as a consequence of the institutionalization of certain practices within the scientific community. Typical examples of these "others", marginalized by the Western sciences throughout their history, are the non-European "races", women, gay and lesbian people, and the "poor". The main objective of this article is to analyze, in the recent history of the biomedical technosciences, these different processes of othering that have led to the marginalization of such "others" and to treating them as inferior. (shrink)

Going beyond the scope of psychiatric diagnoses, this study introduces the concept of human vulnerability as a means of linking the phenomenological approach—focusing on the patient’s experience—with psychotherapeutic treatment. To this end, it applies Karl Jaspers’ concept of “limit situation” to the existential vulnerability in the manifestation of mental illness and the ontological vulnerability in schizophrenia. From a psychological or empathic standpoint, vulnerability, as experienced in different cases of mental illness, refers to the condition of being confronted with disturbing meaningful (...) social encounters with others. In these social encounters, existential meanings acquire disturbing qualities for a person’s integrity, giving rise to various psychopathological phenomena. This study incorporates the practice of psychotherapy and empirical research to suggest that the experience of vulnerability is crucial not only in understanding the manifestation of mental illness but also a key element of phenomenological psychotherapeutic treatment, and it uses schizophrenia as an example. (shrink)

Today, phallocentrism is perpetuated by a flourishing medical construction that focuses exclusively on penile erections as the essence of men's sexual function and satisfaction. This article describes how this medicalization is promoted by urologists, medical industries, mass media, and various entrepreneurs. Many men and women provide a ready audience for this construction because of masculine ideology and gender socialization. While there may be some advantages to this construction, there are major disadvantages to men in terms of the inevitable failure of (...) the promised perfectible erection and the perpetuation of a falsely universalized and biologized vision of sexual experience. Any sexual interests of women in other than phallocentric sexual scripting are denied. (shrink)

En este trabajo nos proponemos abordar la relación entre la perspectiva teórica de la narrativa, con sus anclajes en la filosofía, la lingüística, la teoría literaria y el psicoanálisis -entre otros- y la problemática contemporánea de identidades y subjetividades desde una perspectiva no esencialist..

The view that complexity increases in evolution is uncontroversial, yet little is known about the possible causes of such a trend. One hypothesis, the Zero Force Evolutionary Law (ZFEL), predicts a strong drive toward complexity, although such a tendency can be overwhelmed by selection and constraints. In the absence of strong opposition, heritable variation accumulates and complexity increases. In order to investigate this claim, we evaluate the gross morphological complexity of laboratory mutants in Drosophila melanogaster, which represent organisms that arise (...) in a context where selective forces are greatly reduced. Complexity was measured with respect to part types, shape, and color over two independent focal levels. Compared to the wild type, we find that D. melanogaster mutants are significantly more complex. When the parts of mutants are categorized by degree of constraint, we find that weakly constrained parts are significantly more complex than more constrained parts. These results support the ZFEL hypothesis. They also represent a first step in establishing the domain of application of the ZFEL and show one way in which a larger empirical investigation of the principle might proceed. (shrink)

This article seeks to clarify the way in which phenomenology is conceptualized and applied in empirical research in psychiatry and psychology, emphasizing the suitability of qualitative research. It will address the What, Why, and How of phenomenological interviews, providing not only preliminary answers but also a critical analysis, and pointing to future directions for research. The questions it asks are: First, what makes an interview phenomenological? What are phenomenological interviews used for in empirical research in psychiatry and psychology? Second, why (...) do we carry out phenomenological interviews with patients? Is merely contrasting phenomenological hypotheses or concepts enough to do justice to the patients’ involvement? Third, how should we conduct phenomenological interviews with patients? How can we properly perform analysis in empirical phenomenological research in psychiatry and psychology? In its conclusion, the article attempts to go a step beyond these methodological questions, highlighting the “bigger picture”: namely, the phenomenological scientific paradigm and its core philosophical claim of reality as mind-dependent. (shrink)

Este artigo propõe-se a refletir sobre a relação da epistemologia instrumentalista de John Dewey com a neurociência cognitiva, a partir de sua crítica à psicologia tradicional. Realiza-se uma análise da tentativa de John Dewey de relacionar a verdade com a cognição destacando seus argumentos fundamentados no progresso da fisiologia e da psicologia, no avanço da biologia e no desenvolvimento do método experimental. O texto discute a possibilidade de o pragmatismo de Dewey contribuir com a neurociência cognitiva, já que a atitude (...) naturalista do autor em relação ao ser humano e todas as suas funções reforça que é a mente que toma as decisões e controla o comportamento. (shrink)

Heidegger no advirtió la función del fenómeno narrativo en su proyecto de la «hermenéutica de la facticidad» (1923). Una investigación sobre este fenómeno profundiza en el significado de la comprensión del sí, pero plantea problemas metodológicos en la orientación ontológica del proyecto, lo que repercutirá en la lógica de Ser y tiempo.

Briceño-Iragorry’s story-telling is found throughout the Trujillan and Meridanian press during the first decades of the XX Century. Between 1915 and 1920 we find Ariel and the Rehabilitador de Trujillo, and Albores, Veinte años, Tic-Tac, Alquimia and Ecos Andinos de Merida. They were proba..

Resumen En este artículo analizo las actividades de imagen que se realizan cuando se emplea tú genérico. Además, correlaciono la presencia de la segunda persona singular tácita o explícita con el tipo de actividades de imagen documentadas en el Corpus sociolingüístico de la Ciudad de México (CSCM). Los resultados sugieren que los hablantes muestran una preferencia por la omisión del sujeto pronominal de segunda persona singular genérico cuando realizan actividades de autoimagen y que esta estrategia les permite ocultar al yo. (...) Por el contrario, cuando realizan actividades de cortesía recurren con mayor frecuencia a la expresión de SP genéricos de segunda persona, esto es, el tú genérico explícito contribuye para codificar una estrategia centrada en el interlocutor. El análisis corrobora que los hablantes mexicanos se preocupan por el cuidado de su propia imagen y por la de sus interlocutores, privilegiando los deseos de imagen de afiliación. (shrink)

A critical commentary on the article “The Epistemic Harms of Empathy in Phenomenological Psychopathology” by Lucienne Spencer and Matthew Broome (2023) is presented. The authors committed the “fallacy of ambiguous or vague definition” by incorrectly interpreting Karl Jaspers’ conceptualizations, resulting in difficulties following logical arguments and arriving at reasonable conclusions. To overcome this fallacy, the commentary provides conceptual clarifications regarding Jaspers’ empathic understanding (einfühlendes Verstehen), conceived as the foundational concept of his project to develop a phenomenologically oriented psychopathology. Jaspers initially (...) introduced this concept in the article “Die phänomenologische Forschungsrichtung in der Psychopathologie” [The Phenomenological Research Direction in Psychopathology], published in 1912, and extended in his magnum opus “Allgemeine Psychopathologie” [General Psychopathology], published in 1913. (shrink)

In this article, I present in a systematic way Aristotle’s understanding of movement (kinêsis) as efficient cause in the Generation of Animals. This aspect of movement is not disclosed in the approach to movement as an incomplete activity in contrast to energeia, which has been extensively discussed in the literature. I explain in which sense movement is the efficient cause of generation and how this movement is related to the other factors, in particular the source of movement, the seminal fluid, (...) pneuma, and the vital heat, as well as to the form and the soul. The role of movement as efficient cause of generation shows how, for Aristotle, form and soul are inseparable from matter and movement in nature. Explaining the role of movement as efficient cause of generation also helps to make sense of the multiplicity of factors involved in the efficient causality of generation. The key to articulating these factors with one another is the identity of form of the generative movement, which is specifically the same in the source, in the tools, and in the substance that is coming into being. (shrink)

There are two different notions of seed at work in the Generation of Animals: seed as the spermatic residue, which concerns only the male and the female generative contributions, and seed as the kuêma and first mixture of the two generative contributions. The latter is a notion of seed common to plants and animals. The passage in GA I.18, 724b12–22 where Aristotle distinguishes between these two notions of seed has been mistakenly discredited as inauthentic or simply as irrelevant for understanding (...) the seeds of animals. On the other hand, recent studies have rather focused on the seed as spermatic residue, paying little attention to the notion of seed as kuêma. In this paper I defend the authenticity and relevance of this passage and show how understanding the notion of seed as kuêma is essential to have a complete picture of Aristotle’s account of seed. This common notion of seed makes sense of Aristotle’s otherwise puzzling use of the word “sperma” to designate the seeds of plants, the kuêma, the fertilized eggs, and the first mixture of the two generative contributions. It also proves helpful in determining what the word ‘sperma’ stands for in key passages, such as Metaph. IX.7. (shrink)

There is a worry that the ‘major transitions in evolution’ represent an arbitrary group of events. This worry is warranted, and we show why. We argue that the transition to a new level of hierarchy necessarily involves a nonselectionist chance process. Thus any unified theory of evolutionary transitions must be more like a general theory of fortuitous luck, rather than a rigid formulation of expected events. We provide a systematic account of evolutionary transitions based on a second-order regularity of chance (...) events, as stipulated by the ZFEL (Zero Force Evolutionary Law). And in doing so, we make evolutionary transitions explainable and predictable, and so not entirely contingent after all. (shrink)

Introduction: Publications arguing against the null hypothesis significance testing (NHST) procedure and in favor of good statistical practices have increased. The most frequently mentioned alternatives to NHST are effect size statistics (ES), confidence intervals (CIs), and meta-analyses. A recent survey conducted in Spain found that academic psychologists have poor knowledge about effect size statistics, confidence intervals, and graphic displays for meta-analyses, which might lead to a misinterpretation of the results. In addition, it also found that, although the use of ES (...) is becoming generalized, the same thing is not true for CIs. Finally, academics with greater knowledge about ES statistics presented a profile closer to good statistical practice and research design. Our main purpose was to analyze the extension of these results to a different geographical area through a replication study. Method: For this purpose, we elaborated an on-line survey that included the same items as the original research, and we asked academic psychologists to indicate their level of knowledge about ES, their CIs, and meta-analyses, and how they use them. The sample consisted of 159 Italian academic psychologists (54.09% women, mean age of 47.65 years). The mean number of years in the position of professor was 12.90 (SD = 10.21). Results: As in the original research, the results showed that, although the use of effect size estimates is becoming generalized, an under-reporting of CIs for ES persists. The most frequent ES statistics mentioned were Cohen’s d and R2/η2, which can have outliers or show non-normality or violate statistical assumptions. In addition, academics showed poor knowledge about meta-analytic displays (e.g., forest plot and funnel plot) and quality checklists for studies. Finally, academics with higher-level knowledge about ES statistics seem to have a profile closer to good statistical practices. Conclusions: Changing statistical practice is not easy. This change requires statistical training programs for academics, both graduate and undergraduate. (shrink)

Disease-mongering in the case of sexual problems has some special elements. These include that discussions of sex provoke embarrassment and reveal a lack of knowledge on the part of both clinician and patient, the aggressiveness of Big Pharma in the face of the huge profitability of sexual products; and the socially constructed nature of sexual satisfaction. These special elements engender concern for the prospects for patient empowerment and the convergence of patient-clinician power in the consulting room. Consequently, political action to (...) raise public and professional awareness about the realities of commercialisation and conflict of interest, and to resist further medicalisation may be as warranted for concerned scholars as academic analyses, at least at the present time. (shrink)

Name der Zeitschrift: Nietzscheforschung Jahrgang: 24 Heft: 1 Seiten: 407-410.

La autora sostiene que existen criterios racionales evaluadores de la corrección del Derecho, entendido como una realidad compleja, circular y fluida, y que son dependientes de una concepción discursiva y argumentativa. Para justificarlo y profundizar en ello, se delimitan tres niveles interconexionados de racionalidad: político-jurídico, de teorización descriptiva del ordenamiento y de teorización legislativa. El desarrollo de este último ha permitido trabajar sobre una concepción formal y sustantiva que debe presidir la legislación entendida ésta a partir de cuatro subniveles de (...) racionalidad: racionalidad sistémica de la legislación, racionalidad del legislador, racionalidad del proceso legislativo, y racionalidad de la ley como resultado que debe inyectar la sustancia a través de la forma garantizando las condiciones básicas de eficacia y eficiencia. Además, y por todo ello, se defiende que la legislación materializa un caso más del discurso práctico general, al que le son plenamente aplicables las condiciones de la teoría de la argumentación por las mismas razones, e incluso mejores, que las que avalan su aplicación al ámbito de la jurisdicción: respecto del legislador, del proceso, de la deducción y los niveles de justificación, y respecto de la corrección de la solución, en este caso, legislativa. (shrink)

The problem with reductionism in biology is not the reduction, but the implicit attitude of determinism that usually accompanies it. Methodological reductionism is supported by deterministic beliefs, but making such a connection is problematic when it is based on an idea of determinism as fixed predictability. Conflating determinism with predictability gives rise to inaccurate models that overlook the dynamic complexity of our world, as well as ignore our epistemic limitations when we try to model it. Furthermore, the assumption of a (...) strictly deterministic framework is unnecessarily hindering to biology. By removing the dogma of determinism, biological methods, including reductive methods, can be expanded to include stochastic models and probabilistic interpretations. Thus, the dogma of reductionism can be saved once its ties with determinism are severed. In this paper, I analyze two problems that have faced molecular biology for the last 50 years—protein folding and cancer. Both cases demonstrate the long influence of reductionism and determinism on molecular biology, as well as how abandoning determinism has opened the door to more probabilistic and unconstrained reductive methods in biology. (shrink)

A noção de justiça tem tido sempre uma função importante na história da humanidade e particularmente na Antiguidade. Nas civilizações pré-clássicas, a justiça é sinónimo de ordem e depende da vontade e da legitimidade que é conferida pelos deuses. No mundo clássico, na Odisseia, Homero alude à justiça, embora o poeta que na época arcaica mais se ocupa deste valor tenha sido Hesíodo. Autores posteriores, como Platão, Aristóteles, Epicuro ou Cícero, entre outros, abordam esta questão, ainda que...

This paper presents a modified random network model to illustrate how groups can form in the absence of evolutionary forces, assuming groups are collections of entities at any level of organization. This model is inspired by the Zero Force Evolutionary Law, which states that there is always a tendency for diversity and complexity to increase in any evolutionary system containing variation and heredity. That is, in the absence of evolutionary forces, the expectation is a continual increase in diversity and complexity (...) at any level of biological hierarchy. I show that, when modeled, this expectation of increasing variation results not only in the formation of groups, but also in a higher probability of group formation than is found in a model that is purely random. (shrink)

Em busca da felicidade do indivíduo, Epicuro aborda os diversos aspectos que considera contribuírem para ela: prazer, quietude, conhecimento, segurança, amizade, justiça. Neste texto pretendemos, de forma sucinta, mostrar de que modo estes vários elementos se relacionam entre si e, sobretudo, de que modo o conceito de justiça deste filósofo contribui para a felicidade humana, não sendo um conceito tradicional.

Journal Name: Apeiron Issue: Ahead of print.