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  1. Explainable machine learning practices: opening another black box for reliable medical AI.Emanuele Ratti & Mark Graves - 2022 - AI and Ethics:1-14.
    In the past few years, machine learning (ML) tools have been implemented with success in the medical context. However, several practitioners have raised concerns about the lack of transparency—at the algorithmic level—of many of these tools; and solutions from the field of explainable AI (XAI) have been seen as a way to open the ‘black box’ and make the tools more trustworthy. Recently, Alex London has argued that in the medical context we do not need machine learning tools to be (...)
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  • Who’s afraid of the big bad wolf? The interweaving of values and science.Helena Likwornik - 2015 - Canadian Journal of Philosophy 45 (3):382-403.
    The role of values in the scientific process is widely debated. But evidence and values cannot be neatly separated. Instead, values infuse the entire scientific process, starting with the choice of research questions. Research avenues are selected based on prior beliefs about the workings of the world. In fact, informally assigned prior probabilities and normalizing constants play an essential role in distinguishing causes from correlations and ignoring irrelevant associations that would otherwise be suggested by raw data. But since these initial (...)
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  • The Scientist qua Policy Advisor Makes Value Judgments.Katie Siobhan Steele - 2012 - Philosophy of Science 79 (5):893-904.
    Richard Rudner famously argues that the communication of scientific advice to policy makers involves ethical value judgments. His argument has, however, been rightly criticized. This article revives Rudner’s conclusion, by strengthening both his lines of argument: we generalize his initial assumption regarding the form in which scientists must communicate their results and complete his ‘backup’ argument by appealing to the difference between private and public decisions. Our conclusion that science advisors must, for deep-seated pragmatic reasons, make value judgments is further (...)
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  • Value-neutrality and criticism.Gerhard Zecha - 1992 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 23 (1):153-164.
    Among the methodological rules of the social sciences we find the principles of value-neutrality and the principle of criticism. Both principles are of vital importance in the social sciences, but both seem to conflict with one another. The principle of criticism excludes value-judgments from the social sciences, because they cannot be empirically tested. Hence, criticism methodologically implies value-neutrality. Yet there is the opposing view that it is precisely the critical social researcher who looks beyond mere 'social facts' taking into account (...)
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  • Foucault, Sellars, and the “conditions of possibility” of science.Marco Piasentier - forthcoming - Philosophy and Social Criticism.
    Philosophy & Social Criticism, Ahead of Print. Foucault and Sellars are representatives of conflicting philosophical traditions: whereas Foucault famously insisted that “power is everywhere,” Sellars proposed the well-known scientia mensura dictum. The tension between the two perspectives seems to be so strong that each of them ends up reducing the other to an epiphenomenal illusion. In this article, I shall attempt to show that the works of Sellars and Foucault are not necessarily irreconcilable. The common ground for this dialogue is (...)
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  • It Takes a Village to Run a Model—The Social Practices of Hydrological Modeling.L. A. Melsen - 2022 - Water Resources Research 58 (2):2021-030600.
    Computer models are frequently used tools in hydrological research. Many decisions related to the model set-up and configuration have to be made before a model can be run, influencing the model results. This study is an empirical investigation of the motivations for certain modeling decisions. Fourteen modelers from three different institutes were interviewed about their modeling decisions. In total, 83 different motivations were identified. Most motivations were related to the team of the modeler and the modelers themselves, “Experience from colleagues” (...)
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  • Ciudadanía democrática y ethos científico: una perspectiva pragmatista.Juan Carlos Mougan Rivero - 2022 - Daimon: Revista Internacional de Filosofía 85:113-128.
    La erosión de la confianza en las capacidades epistémicas de la ciudadanía tiene en su raíz la radical separación entre hechos y valores que el pragmatismo ha considerado como clave de nuestra cultura. Hoy es posible superar el dualismo sobre la base de un conjunto de virtudes y disposiciones individuales que son tanto éticas como epistémicas. Este entrelazamiento entre lo ético y lo epistémico pone de manifiesto la imbricación entre una concepción deliberativa de la democracia con su exigencia de una (...)
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  • Gauging Fine-Tuning.Feraz Azhar & Abraham Loeb - unknown
    We introduce a mathematical framework for quantifying fine-tuning in general physical settings. In particular, we identify two distinct perspectives on fine-tuning, namely, a local and a global perspective --- and develop corresponding measures. These measures apply broadly to settings characterized by an arbitrary number of observables whose values are dependent on an arbitrary number of parameters. We illustrate our formalism by quantifying fine-tuning as it arises in two pertinent astrophysical settings: in models where a significant fraction of the dark matter (...)
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  • Values in Nanomedical Research: A Discussion Based on the NANOCAN Project on Nanoparticles in Cancer Therapy and Diagnosis.Anders Strand - 2017 - NanoEthics 11 (3):259-271.
    The NANOCAN project aims to enhance our understanding of the behavior of nanomaterials in the body, focusing on biodegradable nanoparticles for cancer diagnostics, and targeted cancer drug delivery. There is a range of available and potentially useful nanoparticles and drugs that might be of interest to such a project. In this paper, we make values implied in—and relevant to—choices between these alternatives explicit, thereby offering a case study of how values enter research processes in this area. From a project centered (...)
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  • Social exclusion in academia through biases in methodological quality evaluation: On the situation of women in science and philosophy.Anna Leuschner - 2015 - Studies in History and Philosophy of Science Part A 54:56-63.
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  • The irreducibility of value-freedom to theory assessment.Anke Bueter - 2015 - Studies in History and Philosophy of Science Part A 49:18-26.
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  • The Hows and whys of philosophy of science teaching: a comparative analysis.Henk W. de Regt & Edwin Koster - 2021 - European Journal for Philosophy of Science 11 (4):1-16.
    What makes teaching philosophy of science to non-philosophy students different from teaching it to philosophy students, and how should lecturers in philosophy adapt to an audience of practitioners of a field of study that they are reflecting on? In this paper we address this question by analyzing the differences between these student groups, and based on this analysis we make suggestions as to how philosophy of science can be taught to non-philosophy students in an effective and attractive way. Starting-point is (...)
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  • Objective data sets in qualitative research.Julie Zahle - 2020 - Synthese 199 (1-2):101-117.
    Qualitative researchers sometimes talk about objectivity in relation to qualitative data sets. In this paper, I defend a reconstructed notion of objective qualitative data sets that may serve as a useful and reachable guiding ideal in qualitative data generation. In the first part of the paper, I develop the ideal. According to it, a qualitative data set is objective to the extent that it, in conjunction with true assumptions, possesses a combination of good-making features in virtue of which the data (...)
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  • Boorse’s Theory of Disease: (Why) Do Values Matter?Brent M. Kious - 2018 - Journal of Medicine and Philosophy 43 (4):421-438.
    There has been much debate about whether the concept of disease articulated in Boorse’s biostatistical theory is value-neutral or value-laden. Here, I want to examine whether this debate matters. I suggest that there are two basic respects in which value-ladenness might be important: it could threaten either scientific legitimacy or moral permissibility. I argue that value-ladenness does not threaten the scientific legitimacy of our disease-concept because the concept makes little difference to the formulation and testing of scientific hypotheses. Likewise, even (...)
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  • A fallacious jar? The peculiar relation between descriptive premises and normative conclusions in neuroethics.Nils-Frederic Wagner & Georg Northoff - 2015 - Theoretical Medicine and Bioethics 36 (3):215-235.
    Ethical questions have traditionally been approached through conceptual analysis. Inspired by the rapid advance of modern brain imaging techniques, however, some ethical questions appear in a new light. For example, hotly debated trolley dilemmas have recently been studied by psychologists and neuroscientists alike, arguing that their findings can support or debunk moral intuitions that underlie those dilemmas. Resulting from the wedding of philosophy and neuroscience, neuroethics has emerged as a novel interdisciplinary field that aims at drawing conclusive relationships between neuroscientific (...)
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  • Philosophy as Self-Knowledge.Alfred I. Tauber - 2014 - Philosophia 42 (1):1-23.
    An autobiographical account is offered of how the medical study of self (immunology) became a chapter in the philosophical study of human agency (from Nietzsche and Thoreau to Freud by way of Wittgenstein). Whether viewed scientifically or philosophically, several themes converge on the intractable instability of any notion of selfhood—epistemological or moral. How this problematic motivated an extended analysis of selfhood refracts the psychology of the author and his pursuit of philosophy as self‐knowledge.
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  • Ecology.Sahotra Sarkar - 2008 - Stanford Encyclopedia of Philosophy.
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  • Survey article: Unity, diversity and democratic institutions: Lessons from the european union.Johan P. Olsen - 2004 - Journal of Political Philosophy 12 (4):461–495.
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  • Getting to Know the World Scientifically: An Objective View.Paul Needham - 2020 - Cham, Schweiz: Springer.
    This undergraduate textbook introduces some fundamental issues in philosophy of science for students of philosophy and science students. The book is divided into two parts. Part 1 deals with knowledge and values. Chap. 1 presents the classical conception of knowledge as initiated by the ancient Greeks and elaborated during the development of science, introducing the central concepts of truth, belief and justification. Aspects of the quest for objectivity are taken up in the following two chapters. Moral issues are broached in (...)
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  • From Explanation to Understanding: Normativity Lost?Henk W. de Regt - 2019 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 50 (3):327-343.
    In recent years, scientific understanding has become a focus of attention in philosophy of science. Since understanding is typically associated with the pragmatic and psychological dimensions of explanation, shifting the focus from explanation to understanding may induce a shift from accounts that embody normative ideals to accounts that provide accurate descriptions of scientific practice. Not surprisingly, many ‘friends of understanding’ sympathize with a naturalistic approach to the philosophy of science. However, this raises the question of whether the proposed theories of (...)
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  • Rescuing Objectivity: A Contextualist Proposal.Jack Wright - 2018 - Philosophy of the Social Sciences 48 (4):385-406.
    Ascriptions of objectivity carry significant weight. But they can also cause confusion because wildly different ideas of what it means to be objective are common. Faced with this, some philosophers have argued that objectivity should be eliminated. I will argue, against one such position, that objectivity can be useful even though it is plural. I will then propose a contextualist approach for dealing with objectivity as a way of rescuing what is useful about objectivity while acknowledging its plurality.
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  • The Distinction Between Epistemic and Non-Epistemic Values in the Natural Sciences.Maria Pournari - 2008 - Science & Education 17 (6):669-676.
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  • Ellis, epistemic values, and the problem of induction.John Vollrath - 1991 - British Journal for the Philosophy of Science 42 (2):257-261.
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  • Epistemic Priority or Aims of Research? A Critique of Lexical Priority of Truth in Regulatory Science.Joby Verghese - 2022 - Croatian Journal of Philosophy 22 (64):21-37.
    A general criterion for distinguishing between epistemic and non-epistemic values is that the former promotes the attainment of truth whereas the latter does not. Daniel Steel is a proponent of this criterion, although it was initially proposed by McMullin. There are at least two consequences of this criterion; it always prioritizes epistemic values over non-epistemic values in scientific research, and it overlooks the diverse aims of science, especially the aims of regulatory or policy-oriented science. This criterion assumes the lexical priority (...)
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  • Modelling Beyond Application: Epistemic and Non-epistemic Values in Modern Science.Ekaterina Svetlova - 2014 - International Studies in the Philosophy of Science 28 (1):79-98.
    In recent years, philosophers of science have begun to realize that the clear separation of the creation of models in academia and the application of models outside science is not possible. When these philosophers address hybrid contexts in which science is entwined with policy, business, and other realms of society, these often practically oriented realms no longer represent ‘the surroundings’ of science but rather are considered an essential part of it. I argue—and demonstrate empirically—that the judgement of a theory or (...)
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  • Extrapolation, uncertainty factors, and the precautionary principle.Daniel Steel - 2011 - Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 42 (3):356-364.
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  • Evolutionary Biology and Cultural Values: Is It Irremediably Corrupt?Michael Ruse - 1994 - Canadian Journal of Philosophy, Supplementary Volume 20 (sup1):43-68.
    In recent years, philosophers have come to realize that the relationship between science and values raises questions which are both important and not readily answered. It is true that the major figures in that tradition known as ‘logical empiricism’ appreciated that science always exceeds its empirical grasp and that it is necessary for scientists to be guided and constrained by so-called ‘epistemic values,’ these being values (in the words of one supporter) ‘presumed to promote the truth-like character of science, its (...)
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  • The Role of Values in Methodological Controversies: The Case of Risk Assessment.José Luis Luján & Todt - 2015 - Philosophia Scientiae 19:45-56.
    Le débat sur le rôle des valeurs en science survient également dans les sciences appliquées, en particulier dans les sciences régulatives. Nous proposons une analyse, sous l’angle des valeurs, des controverses récentes sur le rôle de la connaissance scientifique dans la régulation des risques technologiques. Nous distinguons trois perspectives sur les valeurs cognitives et non-cognitives, dans le contexte de l’évaluation et de la gestion du risque. Notre analyse montre que les deux types de valeurs interagissent au sein du processus de (...)
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  • Rational disagreement and scientific controversy.Alexandre Luis Junges - 2013 - Scientiae Studia 11 (3):613-635.
    O debate epistemológico ocorrido recentemente sobre o que veio a ser chamado de "o problema do desacordo racional" retomou a discussão, presente no ceticismo antigo, relativa ao significado epistêmico do desacordo. Similar ao cético pirrônico, alguns autores envolvidos no debate contemporâneo argumentaram que em contextos controversos, onde há desacordo sobre alguma questão específica, a atitude racional de ambos os lados do debate é a suspensão do juízo. Para esses autores, tal veredito deve ser estendido a diversas áreas do conhecimento humano, (...)
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  • Language as a values‐realizing activity: Caring, acting, and perceiving.Bert H. Hodges - 2015 - Zygon 50 (3):711-735.
    A problem for natural scientific accounts, psychology in particular, is the existence of value. An ecological account of values is reviewed and illustrated in three domains of research: carrying differing loads; negotiating social dilemmas involving agreement and disagreement; and timing the exposure of various visual presentations. Then it is applied in greater depth to the nature of language. As described and illustrated, values are ontological relationships that are neither subjective nor objective, but which constrain and obligate all significant animate activity (...)
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  • On Rationales for Cognitive Values in the Assessment of Scientific Representations.Gertrude Hirsch Hadorn - 2018 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 49 (3):319-331.
    Cognitive values like simplicity, broad scope, and easy handling are properties of a scientific representation that result from the idealization which is involved in the construction of a representation. These properties may facilitate the application of epistemic values to credibility assessments, which provides a rationale for assigning an auxiliary function to cognitive values. In this paper, I defend a further rationale for cognitive values which consists in the assessment of the usefulness of a representation. Usefulness includes the relevance of a (...)
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  • Who Is a Good Data Scientist? A Reply to Curzer and Epstein.Mark Graves & Emanuele Ratti - 2022 - Philosophy and Technology 35 (2):1-5.
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  • Assertion, Nonepistemic Values, and Scientific Practice.Paul L. Franco - 2017 - Philosophy of Science 84 (1):160-180.
    This article motivates a shift in certain strands of the debate over legitimate roles for nonepistemic values in scientific practice from investigating what is involved in taking cognitive attitudes like acceptance toward an empirical hypothesis to looking at a social understanding of assertion, the act of communicating that hypothesis. I argue that speech act theory’s account of assertion as a type of doing makes salient legitimate roles nonepistemic values can play in scientific practice. The article also shows how speech act (...)
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  • Douglas on values: From indirect roles to multiple goals.Kevin C. Elliott - 2013 - Studies in History and Philosophy of Science Part A 44 (3):375-383.
    In recent papers and a book, Heather Douglas has expanded on the well-known argument from inductive risk, thereby launching an influential contemporary critique of the value-free ideal for science. This paper distills Douglas’s critique into four major claims. The first three claims provide a significant challenge to the value-free ideal for science. However, the fourth claim, which delineates her positive proposal to regulate values in science by distinguishing direct and indirect roles for values, is ambiguous between two interpretations, and both (...)
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  • Some Worries for Norton’s Material Theory of Induction.Steffen Ducheyne - 2008 - Philosophia Naturalis 45 (1):37-46.
    In this essay, I take the role as friendly commentator and call attention to three potential worries for John D. Norton’s material theory of induction. I attempt to show that his “principle argument” is based on a false dichotomy, that the idea that facts ultimately derive their license from matters of fact is debatable, and that one of the core implications of his theory is untenable for historical and fundamental reasons.
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  • Science, objectivity and moral values.Alberto Cordero - 1992 - Science & Education 1 (1):49-70.
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  • Inquiring into Space-Time, the Human Mind, and Religion: The Life and Work of Adolf Grünbaum.Martin Carrier & Gereon Wolters - 2019 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 50 (4):409-427.
    Grünbaum's three chief fields of research were space-time philosophy, the methodological credentials of psychoanalysis, and reasons given in favor of the existence of God. Grünbaum defended the so-called conventionality thesis of physical geometry. He partially followed Hans Reichenbach in this respect but developed a new ontological argument for the conventionality claim in addition. In addressing the physical basis of the direction of time, Grünbaum advocated that there is a physical basis for the distinction between the past and the future, but (...)
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  • Falsification, the Duhem-Quine Thesis, and Scientific Realism: From a Phenomenological Point of View.Darrin W. Belousek - 1998 - Journal of the British Society for Phenomenology 29 (2):145-161.
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  • Is there a significant distintion between cognitive and social values?Hugh Lacey - 2003 - Scientiae Studia 1 (2):121-149.
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  • Hempel, Semmelweis and the true tragedy of puerperal fever.Marcos Barbosa de Oliveira & Brena Paula Magno Fernandez - 2007 - Scientiae Studia 5 (1):49-79.
    In his introductory textbook, Philosophy of natural science, Hempel presents, as an illustration and a starting point for an analysis of the processes of inventing and testing scientific theories, an account of the researches of Semmelweis the Hungarian physician who, in the middle of the xixth century, discovered the cause of puerperal fever and an effective method of prevention. The account does not involve anything that is factually untrue, but it is quite succinct, leaving out many important aspects of the (...)
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