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  1. Are Algorithms Value-Free?Gabbrielle M. Johnson - 2023 - Journal Moral Philosophy 21 (1-2):1-35.
    As inductive decision-making procedures, the inferences made by machine learning programs are subject to underdetermination by evidence and bear inductive risk. One strategy for overcoming these challenges is guided by a presumption in philosophy of science that inductive inferences can and should be value-free. Applied to machine learning programs, the strategy assumes that the influence of values is restricted to data and decision outcomes, thereby omitting internal value-laden design choice points. In this paper, I apply arguments from feminist philosophy of (...)
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  • The Influence of Values on Medical Research.S. Andrew Schroeder - forthcoming - In Alex Broadbent (ed.), Oxford Handbook of Philosophy of Medicine. Oxford University Press.
    Mainstream views of medical research tell us it should be a fact-based, value-free endeavor: what a scientist (or her funding source) wants or cares about should not influence her findings. At the same time, we also sometimes criticize medical research for failing to embody certain values, e.g. when we criticize pharmaceutical companies for largely ignoring the diseases that affect the global poor. This chapter seeks to reconcile these perspectives by distinguishing appropriate from inappropriate influences of values on medical research. It (...)
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  • Bridgman and the Normative Independence of Science: An Individual Physicist in the Shadow of the Bomb.Mahmoud Jalloh - 2024 - Synthese.
    Physicist Percy Bridgman has been taken by Heather Douglas to be an exemplar defender of an untenable value-free ideal for science. This picture is complicated by a detailed study of Bridgman's philosophical views of the relation between science and society. The normative autonomy of science, a version of the value-free ideal, is defended. This restriction on the provenance of permissible values in science is given a basis in Bridgman's broader philosophical commitments, most importantly, his view that science is primarily an (...)
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  • Epistemic and Non-epistemic Values in Earthquake Engineering.Luca Zanetti, Daniele Chiffi & Lorenza Petrini - 2023 - Science and Engineering Ethics 29 (3):1-16.
    The importance of epistemic values in science is universally recognized, whereas the role of non-epistemic values is sometimes considered disputable. It has often been argued that non-epistemic values are more relevant in applied sciences, where the goals are often practical and not merely scientific. In this paper, we present a case study concerning earthquake engineering. So far, the philosophical literature has considered various branches of engineering, but very rarely earthquake engineering. We claim that the assessment of seismic hazard models is (...)
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  • The Difference-to-Inference Model for Values in Science.Jacob Stegenga & Tarun Menon - 2023 - Res Philosophica 100 (4):423-447.
    The value-free ideal for science holds that values should not influence the core features of scientific reasoning. We defend the difference-to-inference model of value-permeation, which holds that value-permeation in science is problematic when values make a difference to the inferences made about a hypothesis. This view of value-permeation is superior to existing views, and it suggests a corresponding maxim—namely, that scientists should strive to eliminate differences to inference. This maxim is the basis of a novel value-free ideal for science. -/- (...)
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  • Science and values: a two-way direction.Emanuele Ratti & Federica Russo - 2024 - European Journal for Philosophy of Science 14 (1):1-23.
    In the science and values literature, scholars have shown how science is influenced and shaped by values, often in opposition to the ‘value free’ ideal of science. In this paper, we aim to contribute to the science and values literature by showing that the relation between science and values flows not only from values into scientific practice, but also from (allegedly neutral) science to values themselves. The extant literature in the ‘science and values’ field focuses by and large on reconstructing, (...)
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  • Science and Tradition: Towards a Pluralistic Scientific Society.Amir Motesharei & Mostafa Taqavi - 2021 - Journal of Philosophical Investigations 15 (37):242-270.
    Having offered the “argument from bad lot”, Bas van Fraassen has raised an important criticism on the Inference to the Best Explanation (IBE) and challenged scientific realism. Regardless of scientific realism, and given the reliance of today's scientific methods on IBE, this criticism poses a deeper threat to the validity of scientific enquiry. In this article, we will try to provide a way to deal with this threat, according to the structure of the scientific community. Some structural features of the (...)
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  • Sisyphean Science: Why Value Freedom is Worth Pursuing.Tarun Menon & Jacob Stegenga - 2023 - European Journal for Philosophy of Science 13 (48):1-24.
    The value-free ideal in science has been criticised as both unattainable and undesirable. We argue that it can be defended as a practical principle guiding scientific research even if the unattainability and undesirability of a value-free end-state are granted. If a goal is unattainable, then one can separate the desirability of accomplishing the goal from the desirability of pursuing it. We articulate a novel value-free ideal, which holds that scientists should act as if science should be value-free, and we argue (...)
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  • Non-epistemic values and scientific assessment: an adequacy-for-purpose view.Greg Lusk & Kevin C. Elliott - 2022 - European Journal for Philosophy of Science 12 (2):1-22.
    The literature on values in science struggles with questions about how to describe and manage the role of values in scientific research. We argue that progress can be made by shifting this literature’s current emphasis. Rather than arguing about how non-epistemic values can or should figure into scientific assessment, we suggest analyzing how scientific assessment can accommodate non-epistemic values. For scientific assessment to do so, it arguably needs to incorporate goals that have been traditionally characterized as non-epistemic. Building on this (...)
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  • Does democracy require value-neutral science? Analyzing the legitimacy of scientific information in the political sphere.Greg Lusk - 2021 - Studies in History and Philosophy of Science Part A 90 (C):102-110.
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  • Looking beyond values: The legitimacy of social perspectives, opinions and interests in science.Hannah Hilligardt - 2022 - European Journal for Philosophy of Science 12 (4):1-20.
    This paper critically assesses the current debates in philosophy of science that focus on the concept of values. In these debates, it is often assumed that all relevant non-epistemic influences on scientific research can be described as values and, consequently, that science carries social legitimacy if the correct values play their proper role in research. I argue that values are _not_ the only relevant non-epistemic influences on research: not unless our definition of values is so broad that it becomes unmanageable. (...)
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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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  • What is the environment in environmental health research? Perspectives from the ethics of science.David M. Frank - 2021 - Studies in History and Philosophy of Science Part A 88 (C):172-180.
    Environmental health research produces scientific knowledge about environmental hazards crucial for public health and environmental justice movements that seek to prevent or reduce exposure to these hazards. The environment in environmental health research is conceptualized as the range of possible social, biological, chemical, and/or physical hazards or risks to human health, some of which merit study due to factors such as their probability and severity, the feasibility of their remediation, and injustice in their distribution. This paper explores the ethics of (...)
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  • Science and values in the biodiversity-ecosystem function debate.David M. Frank - 2022 - Biology and Philosophy 37 (2):1-22.
    This paper explores interactions between ecological science and conservation values in the biodiversity-ecosystem function debate of the 1990–2000s. The scientific debate concerned the interpretation of observed correlations between species richness and ecosystem properties like primary productivity in experimental ecosystems. The debate over the causal or explanatory role of species richness was presumed to have implications for conservation policy, and the use of such research to support policy recommendations generated hostility between rival groups of ecologists. I argue that the debate was (...)
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  • The value-ladenness of transparency in science: Lessons from Lyme disease.Kevin C. Elliott - 2021 - Studies in History and Philosophy of Science Part A 88 (C):1-9.
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  • Theory and observation in science.Jim Bogen - 2009 - Stanford Encyclopedia of Philosophy.
    Scientists obtain a great deal of the evidence they use by observingnatural and experimentally generated objects and effects. Much of thestandard philosophical literature on this subject comes from20th century logical positivists and empiricists, theirfollowers, and critics who embraced their issues and accepted some oftheir assumptions even as they objected to specific views. Theirdiscussions of observational evidence tend to focus on epistemologicalquestions about its role in theory testing. This entry follows theirlead even though observational evidence also plays important andphilosophically interesting roles (...)
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  • Values in climate modelling: testing the practical applicability of the Moral Imagination ideal.Frida A.-M. Bender, Sabine Undorf & Karoliina Pulkkinen - 2022 - European Journal for Philosophy of Science 12 (4):1-18.
    There is much debate on how social values should influence scientific research. However, the question of practical applicability of philosophers’ normative proposals has received less attention. Here, we test the attainability of Matthew J. Brown’s (2020) Moral Imagination ideal (MI ideal), which aims to help scientists to make warranted value-judgements through reflecting on goals, options, values, and stakeholders of research. Here, the tools of the MI ideal are applied to a climate modelling setting, where researchers are developing aerosol-cloud interaction (ACI) (...)
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  • Difficult Trade-Offs in Response to COVID-19: The Case for Open and Inclusive Decision-Making.Ole Frithjof Norheim, Joelle Abi-Rached, Liam Kofi Bright, Kristine Baeroe, Octavio Ferraz, Siri Gloppen & Alex Voorhoeve - 2021 - Nature Medicine 27:10-13.
    We argue that deliberative decision-making that is inclusive, transparent and accountable can contribute to more trustworthy and legitimate decisions on difficult ethical questions and political trade-offs during the pandemic and beyond.
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