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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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  • Public Trust in Science: Exploring the Idiosyncrasy-Free Ideal.Marion Boulicault & S. Andrew Schroeder - 2021 - In Kevin Vallier & Michael Weber (eds.), Social Trust: Foundational and Philosophical Issues. Routledge.
    What makes science trustworthy to the public? This chapter examines one proposed answer: the trustworthiness of science is based at least in part on its independence from the idiosyncratic values, interests, and ideas of individual scientists. That is, science is trustworthy to the extent that following the scientific process would result in the same conclusions, regardless of the particular scientists involved. We analyze this "idiosyncrasy-free ideal" for science by looking at philosophical debates about inductive risk, focusing on two recent proposals (...)
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  • Sensational Science, Archaic Hominin Genetics, and Amplified Inductive Risk.Joyce C. Havstad - 2022 - Canadian Journal of Philosophy 52 (3):295-320.
    More than a decade of exacting scientific research involving paleontological fragments and ancient DNA has lately produced a series of pronouncements about a purportedly novel population of archaic hominins dubbed “the Denisova.” The science involved in these matters is both technically stunning and, socially, at times a bit reckless. Here I discuss the responsibilities which scientists incur when they make inductively risky pronouncements about the different relative contributions by Denisovans to genomes of members of apparent subpopulations of current humans. This (...)
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  • Toward a Lockean Unification of Formal and Traditional Epistemology.Paul Silva Jr & Matthew Brandon Lee - 2022 - Episteme 19 (1):111-129.
    [This is a paper that was originally written in 2017 and doesn't represent Silva's current thinking about degrees of confidence, conviction, and rationality.] Can there be knowledge and rational belief in the absence of a rational degree of confidence? Yes, and cases of "mistuned knowledge" demonstrate this. In this paper we leverage this normative possibility in support of advancing our understanding of the metaphysical relation between belief and credence. It is generally assumed that a Lockean metaphysics of belief that reduces (...)
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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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  • Risk, Rationality and (Information) Resistance: De-rationalizing Elite-group Ignorance.Xin Hui Yong - 2023 - Erkenntnis:1-17.
    There has been a movement aiming to teach agents about their privilege by making the information about their privilege as costless as possible. However, some argue that in risk-sensitive frameworks, such as Lara Buchak’s (2013), it can be rational for privileged agents to shield themselves from learning about their privilege, even if the information is costless and relevant. This threatens the efficacy of these information-access efforts in alleviating the problem of elite-group ignorance. In response, I show that even within the (...)
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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 structure of acceptance and its evidential basis.P. M. Williams - 1969 - British Journal for the Philosophy of Science 19 (4):325-344.
  • Epistemic Trust in Science.Torsten Wilholt - 2013 - British Journal for the Philosophy of Science 64 (2):233-253.
    Epistemic trust is crucial for science. This article aims to identify the kinds of assumptions that are involved in epistemic trust as it is required for the successful operation of science as a collective epistemic enterprise. The relevant kind of reliance should involve working from the assumption that the epistemic endeavors of others are appropriately geared towards the truth, but the exact content of this assumption is more difficult to analyze than it might appear. The root of the problem is (...)
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  • Epistemic interests and the objectivity of inquiry.Torsten Wilholt - 2022 - Studies in History and Philosophy of Science Part A 91 (C):86-93.
    This paper advocates for making epistemic interests a central object of philosophical analysis in epistemology and philosophy of science. It is argued that the importance of epistemic interests derives from their fundamental importance for the notion of objectivity. Epistemic interests are defined as individuated by a set of objectives, each of which represents a dimension of the search for truth. Among these dimensions, specificity, sensitivity, and productivity are discussed in detail. It is argued that the relevance of productivity is often (...)
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  • Bias and values in scientific research.Torsten Wilholt - 2009 - Studies in History and Philosophy of Science Part A 40 (1):92-101.
    When interests and preferences of researchers or their sponsors cause bias in experimental design, data interpretation or dissemination of research results, we normally think of it as an epistemic shortcoming. But as a result of the debate on science and values, the idea that all extra-scientific influences on research could be singled out and separated from pure science is now widely believed to be an illusion. I argue that nonetheless, there are cases in which research is rightfully regarded as epistemologically (...)
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  • Philosophy of the Precautionary Principle, Daniel Steel. Cambridge University Press, 2015, xv + 256 pages. [REVIEW]Charlotte Werndl - 2016 - Economics and Philosophy 32 (1):162-169.
  • The Precautionary Principle: Science, Evidence and Environmental Policy. [REVIEW]Charlotte Werndl - 2016 - Economics and Philosophy 32 (1):162-169.
  • On value-laden science.Zina B. Ward - 2021 - Studies in History and Philosophy of Science Part A 85:54-62.
    Philosophical work on values in science is held back by widespread ambiguity about how values bear on sci entific choices. Here, I disambiguate several ways in which a choice can be value-laden and show that this disambiguation has the potential to solve and dissolve philosophical problems about values in science. First, I characterize four ways in which values relate to choices: values can motivate, justify, cause, or be impacted by the choices we make. Next, I put my proposed taxonomy to (...)
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  • Objectivity and orgasm: the perils of imprecise definitions.Samantha Wakil - 2020 - Synthese 199 (1-2):2315-2333.
    Lloyd analyzes every proposed evolutionary explanation of female orgasm and argues that all but one suffers from serious evidential errors. Lloyd attributes these errors to two main biases: androcentrism and adaptationism. This paper begins by arguing that the explanation Lloyd favors—the by-product account—is guilty of the androcentrism which supposedly implicates the other explanations of female orgasm with numerous evidential discrepancies. This suggests that there is another error afflicting orgasm research in addition to the biases Lloyd identities. I attempt to diagnose (...)
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  • Importing notions in health law: science and proven experience.Wahlberg Lena & Persson Johannes - 2017 - European Journal of Health Law 24 (5).
    In Swedish law, the notion of ‘science and proven experience’ defines the gold standard for public decision-making and practice, especially in medicine. The notion is notoriously vague but nevertheless plays an important role in the distribution of rights and duties of patients and healthcare workers. For example, failure to provide care in accordance with this standard can lead to penal responsibility. The notion also helps to define Swedish patients’ right to reimbursement for cross-border healthcare. From a legal point of view, (...)
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  • In the Space of Reasonable Doubt.Marion Vorms & Ulrike Hahn - 2019 - Synthese 198 (Suppl 15):3609-3633.
    This paper explores ‘reasonable doubt’ as an enlightening notion to think of reasoning and decision-making generally, beyond the judicial domain. The paper starts from a decision-theoretic understanding of the notion, whereby it can be defined in terms of degrees of belief and a probabilistic confirmation threshold for action. It then highlights some of the limits of this notion, and proposes a richer analysis of epistemic states and reasoning through the lens of ‘reasonable doubt’, which in turn is likely to supplement (...)
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  • The philosophical significance of Stein’s paradox.Olav Vassend, Elliott Sober & Branden Fitelson - 2017 - European Journal for Philosophy of Science 7 (3):411-433.
    Charles Stein discovered a paradox in 1955 that many statisticians think is of fundamental importance. Here we explore its philosophical implications. We outline the nature of Stein’s result and of subsequent work on shrinkage estimators; then we describe how these results are related to Bayesianism and to model selection criteria like AIC. We also discuss their bearing on scientific realism and instrumentalism. We argue that results concerning shrinkage estimators underwrite a surprising form of holistic pragmatism.
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  • Non-cognitive Values and Methodological Learning in the Decision-Oriented Sciences.Oliver Todt & José Luis Luján - 2017 - Foundations of Science 22 (1):215-234.
    The function and legitimacy of values in decision making is a critically important issue in the contemporary analysis of science. It is particularly relevant for some of the more application-oriented areas of science, specifically decision-oriented science in the field of regulation of technological risks. Our main objective in this paper is to assess the diversity of roles that non-cognitive values related to decision making can adopt in the kinds of scientific activity that underlie risk regulation. We start out, first, by (...)
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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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  • Scientists’ attitudes on science and values: Case studies and survey methods in philosophy of science.Daniel Steel, Chad Gonnerman & Michael O'Rourke - 2017 - Studies in History and Philosophy of Science Part A 63:22-30.
    This article examines the relevance of survey data of scientists’ attitudes about science and values to case studies in philosophy of science. We describe two methodological challenges confronting such case studies: 1) small samples, and 2) potential for bias in selection, emphasis, and interpretation. Examples are given to illustrate that these challenges can arise for case studies in the science and values literature. We propose that these challenges can be mitigated through an approach in which case studies and survey methods (...)
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  • Climate Change and Second-Order Uncertainty: Defending a Generalized, Normative, and Structural Argument from Inductive Risk.Daniel Steel - 2016 - Perspectives on Science 24 (6):696-721.
    This article critically examines a recent philosophical debate on the role of values in climate change forecasts, such as those found in assessment reports of the Intergovernmental Panel on Climate Change. On one side, several philosophers insist that the argument from inductive risk, as developed by Rudner and Douglas among others, applies to this case. AIR aims to show that ethical value judgments should influence decisions about what is sufficient evidence for accepting scientific hypotheses that have implications for policy issues. (...)
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  • Acceptance, values, and probability.Daniel Steel - 2015 - Studies in History and Philosophy of Science Part A 53:81-88.
  • Acceptance, Values, and Inductive Risk.Daniel Steel - 2013 - Philosophy of Science 80 (5):818-828.
    The argument from inductive risk attempts to show that practical and ethical costs of errors should influence standards of evidence for accepting scientific claims. A common objection charges that this argument presupposes a behavioral theory of acceptance that is inappropriate for science. I respond by showing that the argument from inductive risk is supported by a nonbehavioral theory of acceptance developed by Cohen, which defines acceptance in terms of premising. Moreover, I argue that theories designed to explain how acceptance can (...)
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  • Straightening the ‘value-laden turn’: minimising the influence of extra-scientific values in science.Philippe Stamenkovic - 2024 - Synthese 203 (20):1-38.
    Straightening the current ‘value-laden turn’ (VLT) in the philosophical literature on values in science, and reviving the legacy of the value-free ideal of science (VFI), this paper argues that the influence of extra-scientific values should be minimised—not excluded—in the core phase of scientific inquiry where claims are accepted or rejected. Noting that the original arguments for the VFI (ensuring the truth of scientific knowledge, respecting the autonomy of science results users, preserving public trust in science) have not been satisfactorily addressed (...)
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  • Answering the Bayesian Challenge.Mark Sargent - 2009 - Erkenntnis 70 (2):237-252.
    This essay answers the “Bayesian Challenge,” which is an argument offered by Bayesians that concludes that belief is not relevant to rational action. Patrick Maher and Mark Kaplan argued that this is so because there is no satisfactory way of making sense of how it would matter. The two ways considered so far, acting as if a belief is true and acting as if a belief has a probability over a threshold, do not work. Contrary to Maher and Kaplan, Keith (...)
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  • Values in Science: The Case of Scientific Collaboration.Kristina Rolin - 2015 - Philosophy of Science 82 (2):157-177.
    Much of the literature on values in science is limited in its perspective because it focuses on the role of values in individual scientists’ decision making, thereby ignoring the context of scientific collaboration. I examine the epistemic structure of scientific collaboration and argue that it gives rise to two arguments showing that moral and social values can legitimately play a role in scientists’ decision to accept something as scientific knowledge. In the case of scientific collaboration some moral and social values (...)
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  • What is epistemically wrong with research affected by sponsorship bias? The evidential account.Alexander Reutlinger - 2020 - European Journal for Philosophy of Science 10 (2):1-26.
    Biased research occurs frequently in the sciences. In this paper, I will focus on one particular kind of biased research: research that is subject to sponsorship bias. I will address the following epistemological question: what precisely is epistemically wrong with biased research of this kind? I will defend the evidential account of epistemic wrongness: that is, research affected by sponsorship bias is epistemically wrong if and only if the researchers in question make false claims about the evidential support of some (...)
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  • Science, Values, and the New Demarcation Problem.David B. Resnik & Kevin C. Elliott - 2023 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 54 (2):259-286.
    In recent years, many philosophers of science have rejected the “value-free ideal” for science, arguing that non-epistemic values have a legitimate role to play in scientific inquiry. However, this philosophical position raises the question of how to distinguish between legitimate and illegitimate influences of values in science. In this paper, we argue that those seeking to address this “new” demarcation problem can benefit by drawing lessons from the “old” demarcation problem, in which philosophers tried to find a way of distinguishing (...)
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  • Fact-value entanglement in positive economics.Julian Reiss - 2017 - Journal of Economic Methodology 24 (2):134-149.
    This paper presents arguments that challenge what I call the fact/value separability thesis: the idea, roughly, that factual judgements can be made independently of judgements of value. I will look at arguments to the effect that facts and values are entangled in the following areas of the scientific process in economics: theory development, economic concept formation, economic modelling, hypothesis testing, and hypothesis acceptance.
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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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  • Betting Interpretation and the Problem of Interference.Wlodek Rabinowicz & Lina Eriksson - 2014 - Vienna Circle Institute Yearbook 17:103-115.
    It has long been common to identify an agent’s degrees of belief with her betting rates. Here is this betting interpretation in a nutshell: A bet on a proposition A with price C and a non-zero stake S is said to be fair for an agent iff the latter is willing to take each side of the bet, to buy the bet as to sell it. Assuming that such a bet on A exists and that the C/S ratio is constant (...)
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  • The norms of acceptance.Joëlle Proust - 2012 - Philosophical Issues 22 (1):316-333.
    An area in the theory of action that has received little attention is how mental agency and world-directed agency interact. The purpose of the present contribution is to clarify the rational conditions of such interaction, through an analysis of the central case of acceptance. There are several problems with the literature about acceptance. First, it remains unclear how a context of acceptance is to be construed. Second, the possibility of conjoining, in acceptance, an epistemic component, which is essentially mind-to-world, and (...)
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  • Introduction to values and pluralism in the environmental sciences: From inferences to institutions.Zachary Piso & Viorel Pâslaru - 2021 - Studies in History and Philosophy of Science Part A 90 (C):140-144.
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  • Introduction: Values and norms in modeling.Martin Peterson & Sjoerd D. Zwart - 2014 - Studies in History and Philosophy of Science Part A 46:1-2.
  • Values and evidence: how models make a difference.Wendy S. Parker & Eric Winsberg - 2018 - European Journal for Philosophy of Science 8 (1):125-142.
    We call attention to an underappreciated way in which non-epistemic values influence evidence evaluation in science. Our argument draws upon some well-known features of scientific modeling. We show that, when scientific models stand in for background knowledge in Bayesian and other probabilistic methods for evidence evaluation, conclusions can be influenced by the non-epistemic values that shaped the setting of priorities in model development. Moreover, it is often infeasible to correct for this influence. We further suggest that, while this value influence (...)
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  • Values and uncertainties in climate prediction, revisited.Wendy Parker - 2014 - Studies in History and Philosophy of Science Part A 46:24-30.
    Philosophers continue to debate both the actual and the ideal roles of values in science. Recently, Eric Winsberg has offered a novel, model-based challenge to those who argue that the internal workings of science can and should be kept free from the influence of social values. He contends that model-based assignments of probability to hypotheses about future climate change are unavoidably influenced by social values. I raise two objections to Winsberg’s argument, neither of which can wholly undermine its conclusion but (...)
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  • Computer simulation and philosophy of science: Eric Winsberg: Science in the age of computer simulation. Chicago: The University of Chicago Press, 2010, 168pp, $24.00 PB.Wendy S. Parker - 2011 - Metascience 21 (1):111-114.
    Computer simulation and philosophy of science Content Type Journal Article Pages 1-4 DOI 10.1007/s11016-011-9567-8 Authors Wendy S. Parker, Department of Philosophy, Ellis Hall 202, Ohio University, Athens, OH 45701, USA Journal Metascience Online ISSN 1467-9981 Print ISSN 0815-0796.
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  • Inductive systematization: Definition and a critical survey.Ilkka Niiniluoto - 1972 - Synthese 25 (1-2):25 - 81.
    In 1958, to refute the argument known as the theoretician's dilemma, Hempel suggested that theoretical terms might be logically indispensable for inductive systematization of observational statements. This thesis, in some form or another, has later been supported by Scheffler, Lehrer, and Tuomela, and opposed by Bohnert, Hooker, Stegmüller, and Cornman. In this paper, a critical survey of this discussion is given. Several different putative definitions of the crucial notion inductive systematization achieved by a theory are discussed by reference to the (...)
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  • Epistemic values and the value of learning.Wayne C. Myrvold - 2012 - Synthese 187 (2):547-568.
    In addition to purely practical values, cognitive values also figure into scientific deliberations. One way of introducing cognitive values is to consider the cognitive value that accrues to the act of accepting a hypothesis. Although such values may have a role to play, such a role does not exhaust the significance of cognitive values in scientific decision-making. This paper makes a plea for consideration of epistemic value —that is, value attaching to a state of belief—and defends the notion of cognitive (...)
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  • Values and Uncertainty in Simulation Models.Margaret Morrison - 2014 - Erkenntnis 79 (S5):939-959.
    In this paper I argue for a distinction between subjective and value laden aspects of judgements showing why equating the former with the latter has the potential to confuse matters when the goal is uncovering the influence of political influences on scientific practice. I will focus on three separate but interrelated issues. The first concerns the issue of ‘verification’ in computational modelling. This is a practice that involves a number of formal techniques but as I show, even these allegedly objective (...)
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  • Heather Douglas: Is science value-free? (Science, policy, and the value-free ideal). [REVIEW]Gregory J. Morgan - 2010 - Science and Engineering Ethics 16 (2):423-426.
  • Science, values, and pragmatic encroachment on knowledge.Boaz Miller - 2014 - European Journal for Philosophy of Science 4 (2):253-270.
    Philosophers have recently argued, against a prevailing orthodoxy, that standards of knowledge partly depend on a subject’s interests; the more is at stake for the subject, the less she is in a position to know. This view, which is dubbed “Pragmatic Encroachment” has historical and conceptual connections to arguments in philosophy of science against the received model of science as value free. I bring the two debates together. I argue that Pragmatic Encroachment and the model of value-laden science reinforce each (...)
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  • Catching the WAVE: The Weight-Adjusting Account of Values and Evidence.Boaz Miller - 2014 - Studies in History and Philosophy of Science Part A 47:69-80.
    It is commonly argued that values “fill the logical gap” of underdetermination of theory by evidence, namely, values affect our choice between two or more theories that fit the same evidence. The underdetermination model, however, does not exhaust the roles values play in evidential reasoning. I introduce WAVE – a novel account of the logical relations between values and evidence. WAVE states that values influence evidential reasoning by adjusting evidential weights. I argue that the weight-adjusting role of values is distinct (...)
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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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  • Values in Science.Ernan McMullin - 1982 - PSA: Proceedings of the Biennial Meeting of the Philosophy of Science Association 1982 (4):3-28.
    This paper argues that the appraisal of theory is in important respects closer in structure to value-judgement than it is to the rule-governed inference that the classical tradition in philosophy of science took for granted.
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  • Values in science.Ernan McMullin - 2012 - Zygon 47 (4):686-709.
    In this essay, which was his presidential address to the Philosophy of Science Association, Ernan McMullin argued that the watershed between “classic” philosophy of science and the “new” philosophy of science can best be understood by analyzing the change in our perception of the role played by values in science. He begins with some general remarks about the nature of value, goes on to explore some of the historical sources for the claim that judgement in science is value‐laden, and concludes (...)
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  • Introduction: Cognitive attitudes and values in science.Daniel J. McKaughan & Kevin C. Elliott - 2015 - Studies in History and Philosophy of Science Part A 53:57-61.
  • Science, institutions, and values.C. Mantzavinos - 2020 - European Journal of Philosophy 29 (2):379-392.
    This paper articulates and defends three interconnected claims: first, that the debate on the role of values for science misses a crucial dimension, the institutional one; second, that institutions occupy the intermediate level between scientific activities and values and that they are to be systematically integrated into the analysis; third, that the appraisal of the institutions of science with respect to values should be undertaken within the premises of a comparative approach rather than an ideal approach. Hence, I defend the (...)
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