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The Irreducible Complexity of Objectivity

Synthese 138 (3):453 - 473 (2004)

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  1. Is meta-analysis the platinum standard of evidence?Jacob Stegenga - 2011 - Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 42 (4):497-507.
    An astonishing volume and diversity of evidence is available for many hypotheses in the biomedical and social sciences. Some of this evidence—usually from randomized controlled trials (RCTs)—is amalgamated by meta-analysis. Despite the ongoing debate regarding whether or not RCTs are the ‘gold-standard’ of evidence, it is usually meta-analysis which is considered the best source of evidence: meta-analysis is thought by many to be the platinum standard of evidence. However, I argue that meta-analysis falls far short of that standard. Different meta-analyses (...)
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  • Asking different questions: Feminist practices for the natural sciences.Deboleena Roy - 2008 - Hypatia 23 (4):pp. 134-157.
    In this paper, Roy attempts to develop a semiprescriptive analysis for the natural sciences by examining more closely a skill that many feminist scientists have been reported to possess. Feminist scientists have often been lauded for their ability to “ask different questions.” Drawing from standpoint theory, strong objectivity, situated knowledges, agential realism, and the methodology of the oppressed, the author suggests that this skill can be articulated further into the feminist practice of research agenda choice. Roy illustrates the usefulness of (...)
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  • Objectivity as Independence.Alexander Reutlinger - 2024 - Episteme 21 (1):119-126.
    Building on Nozick's invariantism about objectivity, I propose to define scientific objectivity in terms of counterfactual independence. I will argue that such a counterfactual independence account is (a) able to overcome the decisive shortcomings of Nozick's original invariantism and (b) applicable to three paradigmatic kinds of scientific objectivity (that is, objectivity as replication, objectivity as robustness, and objectivity as Mertonian universalism).
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  • Virtues and vices – between ethics and epistemology.Nenad Cekić (ed.) - 2023 - Belgrade: Faculty of Philosophy, University of Belgrade.
    The statement everyone wants to live a fulfilled and happy life may seem simple, self-evident, and even trivial at first glance. However, upon closer philosophical analysis, can we unequivocally assert that people are truly focused on well-being? Assuming they are, the question becomes: what guidelines should be followed and how should one behave in order to achieve true well-being and attain their goals? One popular viewpoint is that cultivating moral virtues and personal qualities is essential for a life of "true" (...)
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  • How tracking technology is transforming animal ecology: epistemic values, interdisciplinarity, and technology-driven scientific change.Rose Trappes - 2023 - Synthese 201 (4):1-24.
    Tracking technology has been heralded as transformative for animal ecology. In this paper I examine what changes are taking place, showing how current animal movement research is a field ripe for philosophical investigation. I focus first on how the devices alter the limitations and biases of traditional field observation, making observation of animal movement and behaviour possible in more detail, for more varied species, and under a broader variety of conditions, as well as restricting the influence of human presence and (...)
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  • Objectivity, value-free science, and inductive risk.Paul Hoyningen-Huene - 2023 - European Journal for Philosophy of Science 13 (1):1-26.
    In this paper I shall defend the idea that there is an abstract and general core meaning of objectivity, and what is seen as a variety of concepts or conceptions of objectivity are in fact criteria of, or means to achieve, objectivity. I shall then discuss the ideal of value-free science and its relation to the objectivity of science; its status can be at best a criterion of, or means for, objectivity. Given this analysis, we can then turn to the (...)
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  • Information, Cognition, and Objectivity.Nir Fresco - 2021 - American Philosophical Quarterly 58 (3):251-268.
    The idea that the brain is an information processing system raises some challenging questions about whether information exists independently of brains. Answering these questions is relevant for clarifying the theoretical foundations of the sciences of mind and brain, but also for appropriately interpreting and evaluating the evidence about how brains—and other biological systems—work. This article claims that (1) informational descriptions in the sciences of mind and brain can be genuinely explanatory, despite assuming a mind-dependent notion of information; and (2) that (...)
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  • An infrastructural account of scientific objectivity for legal contexts and bloodstain pattern analysis.W. John Koolage, Lauren M. Williams & Morgen L. Barroso - 2021 - Science in Context 34 (1):101-119.
    ArgumentIn the United States, scientific knowledge is brought before the courts by way of testimony – the testimony of scientific experts. We argue that this expertise is best understoodfirstas related to the quality of the underlying scienceand thenin terms of who delivers it. Bloodstain pattern analysis (BPA), a contemporary forensic science, serves as the vaulting point for our exploration of objectivity as a metric for the quality of a science in judicial contexts. We argue that BPA fails to meet the (...)
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  • Objectivity and ‘First Philosophies’ [Chapter 1 of Objectivity].Guy Axtell - 2015 - In Objectivity. Polity Press, 2015. Introduction and T. of Contents. Polity; Wiley. pp. 19-45.
    Interest in the concept of objectivity is part of the legacy of Modern Philosophy, tracing back to a new way of understanding the starting point of philosophical reflection. It traces back to an “epistemological turn” that attended the development of New Science of the 16th and 17th Century. These origins are an indication that what a thinker takes as the starting point of philosophical reflection deeply affects how they approach key philosophical concepts, including truth, knowledge, and objectivity. Chapter 1 Introduces (...)
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  • Conditionals, Causal Claims and Objectivity.Michał Sikorski - 2020 - Dissertation, Università di Torino
    In my thesis, I develop two distinct themes. The first part of my thesis is devoted to indicative conditionals and approaching them from an empirically informed perspective. In the second part, I am developing classical topics of philosophy of science, specifically, scientific objectivity and the role of values in science, in connection to recent methodological developments, revolving around the Replication Crisis.
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  • Objective description in physics.Hans Halvorson - 2022 - In Tomas Marvan, Hanne Andersen, Hasok Chang, Benedikt Löwe & Ivo Pezlar (eds.), Proceedings of the 16th International Congress of Logic, Methodology and Philosophy of Science and Technology. London: College Publications.
    I argue against the claim -- advocated by Albert Einstein, Bernard Williams, and Ted Sider, among others -- that a description is objective only if it says how the world is in itself. Instead, I argue for the claim -- inspired by comments of Niels Bohr -- that a family of descriptions is objective only if they co-vary with their respective descriptive contexts. Moreover, I claim that "there is a shared objective reality" simply means that it is possible to satisfy (...)
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  • The new demarcation problem.Bennett Holman & Torsten Wilholt - 2022 - Studies in History and Philosophy of Science Part A 91 (C):211-220.
    There is now a general consensus amongst philosophers in the values in science literature that values necessarily play a role in core areas of scientific inquiry. We argue that attention should now be turned from debating the value-free ideal to delineating legitimate from illegitimate influences of values in science, a project we dub “The New Demarcation Problem.” First, we review past attempts to demarcate the uses of values and propose a categorization of the strategies by where they seek to draw (...)
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  • Live empirical issues in debates over objectivity in the social sciences.Harold Kincaid - 2020 - Synthese 199 (1-2):1935-1954.
    Questions of objectivity involve many general philosophy of science issues; when directed toward the social sciences, even more complex issues surface about the status of the social sciences, e.g. can they be sciences as are the natural sciences? This paper does not take on this mass of issues directly, but instead argues for more restricted theses, in particular that questions about objectivity in the social sciences are often usefully seen as local empirical issues. I look at arguments around underdetermination, value (...)
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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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  • Objectivity for the research worker.Noah van Dongen & Michał Sikorski - 2021 - European Journal for Philosophy of Science 11 (3):1-25.
    In the last decade, many problematic cases of scientific conduct have been diagnosed; some of which involve outright fraud others are more subtle. These and similar problems can be interpreted as caused by lack of scientific objectivity. The current philosophical theories of objectivity do not provide scientists with conceptualizations that can be effectively put into practice in remedying these issues. We propose a novel way of thinking about objectivity for individual scientists; a negative and dynamic approach.We provide a philosophical conceptualization (...)
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  • Values in Psychometrics.Lisa D. Wijsen, Denny Borsboom & Anna Alexandrova - forthcoming - Perspectives on Psychological Science.
    When it originated in the late 19th century, psychometrics was a field with both a scientific and a social mission: psychometrics provided new methods for research into individual differences, and at the same time, these psychometric instruments were considered a means to create a new social order. In contrast, contemporary psychometrics - due to its highly technical nature and its limited involvement in substantive psychological research - has created the impression of being a value-free discipline. In this article, we develop (...)
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  • An Ethical Framework for Presenting Scientific Results to Policy-Makers.S. Andrew Schroeder - 2022 - Kennedy Institute of Ethics Journal 32 (1):33-67.
    Scientists have the ability to influence policy in important ways through how they present their results. Surprisingly, existing codes of scientific ethics have little to say about such choices. I propose that we can arrive at a set of ethical guidelines to govern scientists’ presentation of information to policymakers by looking to bioethics: roughly, just as a clinician should aim to promote informed decision-making by patients, a scientist should aim to promote informed decision-making by policymakers. Though this may sound like (...)
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  • Objectivity as Independence.Alexander Reutlinger - 2021 - Episteme:1-8.
    Building on Nozick's invariantism about objectivity, I propose to define scientific objectivity in terms of counterfactual independence. I will argue that such a counterfactual independence account is (a) able to overcome the decisive shortcomings of Nozick's original invariantism and (b) applicable to three paradigmatic kinds of scientific objectivity (that is, objectivity as replication, objectivity as robustness, and objectivity as Mertonian universalism).
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  • Metaethics for Neo-Pragmatists: A Pragmatic Account of Linguistic Meaning for Moral Vocabulary.Thomas Wilk - 2019 - Dissertation, Johns Hopkins University
    In this dissertation, I aim to develop and defend a novel, pragmatist approach to foundational questions about meaning, especially the meaning of deontic moral vocabulary. Drawing from expressivists and inferentialists, I argue that meaning is best explained by the various kinds of norms that govern the use of a vocabulary. Along with inferential norms, I argue we must extend our account to discursive norms that govern normative statuses required to felicitously utter certain speech-acts—norms of authority—and the transitions in normative statuses (...)
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  • Epistemic Objectivity and the Virtues.Howard Sankey - 2020 - Filozofia Nauki 28 (3):5-23.
    The aim of this paper is to bring the resources of virtue epistemology to bear on the issue of the epistemic objectivity of science. A distinction is made between theoretical virtues that may be possessed by scientific theories and epistemic virtues that may be exercised by individual scientists. A distinction is then made between ontological objectivity, objectivity of truth and epistemic objectivity, the latter being the principal focus of the paper. It is then noted that a role must be played (...)
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  • Forty Years after Laboratory Life.Joyce C. Havstad - 2020 - Philosophy, Theory, and Practice in Biology 12.
    There is an ongoing and robust tradition of science and technology studies scholars conducting ethnographic laboratory studies. These laboratory studies—like all ethnographies—are each conducted at a particular time, are situated in a particular place, and are about a particular culture. Presumably, this contextual specificity means that such ethnographies have limited applicability beyond the narrow slice of time, place, and culture that they each subject to examination. But we do not always or even often treat them that way. It is beyond (...)
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  • A Taxonomy of Transparency in Science.Kevin C. Elliott - 2022 - Canadian Journal of Philosophy 52 (3):342-355.
    Both scientists and philosophers of science have recently emphasized the importance of promoting transparency in science. For scientists, transparency is a way to promote reproducibility, progress, and trust in research. For philosophers of science, transparency can help address the value-ladenness of scientific research in a responsible way. Nevertheless, the concept of transparency is a complex one. Scientists can be transparent about many different things, for many different reasons, on behalf of many different stakeholders. This paper proposes a taxonomy that clarifies (...)
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  • Robust Biomarkers: Methodologically Tracking Causal Processes in Alzheimer’s Measurement.Vadim Keyser & Louis Sarry - 2020 - In Barbara Osimani & Adam La Caze (eds.), Uncertainty in Pharmacology. pp. 289-318.
    In biomedical measurement, biomarkers are used to achieve reliable prediction of, and useful causal information about patient outcomes while minimizing complexity of measurement, resources, and invasiveness. A biomarker is an assayable metric that discloses the status of a biological process of interest, be it normative, pathophysiological, or in response to intervention. The greatest utility from biomarkers comes from their ability to help clinicians (and researchers) make and evaluate clinical decisions. In this paper we discuss a specific methodological use of clinical (...)
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  • Objectivity in contexts: withholding epistemic judgement as a strategy for mitigating collective bias.Inkeri Koskinen - 2020 - Synthese 199 (1-2):211-225.
    In this paper I discuss and develop the risk account of scientific objectivity, which I have recently introduced, contrasting it to some alternatives. I then use the account in order to analyse a practice that is relatively common in anthropology, in the history of science, and in the sociology of scientific knowledge: withholding epistemic judgement. I argue that withholding epistemic judgement on the beliefs one is studying can be a relatively efficient strategy against collective bias in these fields. However, taking (...)
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  • Bayesian Philosophy of Science.Jan Sprenger & Stephan Hartmann - 2019 - Oxford and New York: Oxford University Press.
    How should we reason in science? Jan Sprenger and Stephan Hartmann offer a refreshing take on classical topics in philosophy of science, using a single key concept to explain and to elucidate manifold aspects of scientific reasoning. They present good arguments and good inferences as being characterized by their effect on our rational degrees of belief. Refuting the view that there is no place for subjective attitudes in 'objective science', Sprenger and Hartmann explain the value of convincing evidence in terms (...)
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  • Concerning the politicization of climate science: epistemic dependency, trust in expert testimony, and determining What We Ought to Believe.Caitlin Heppner - unknown
    Belief in climate change does not divide into a simple dichotomy of believers and nonbelievers. An unclear view of skepticism arises when the differences between empirical and normative claims are revealed. Developing responsible beliefs on matters of which we possess no expertise requires reliable expert testimony. However, trust and objectivity are integral factors for belief in expert consensus. A reduction in public opinion regarding the reliability of climate science, due to politicization, enables the dismissal anthropogenic climate change. Understanding politicization from (...)
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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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  • Overcoming the underdetermination of specimens.Caitlin Donahue Wylie - 2019 - Biology and Philosophy 34 (2):24.
    Philosophers of science are well aware that theories are underdetermined by data. But what about the data? Scientific data are selected and processed representations or pieces of nature. What is useless context and what is valuable specimen, as well as how specimens are processed for study, are not obvious or predetermined givens. Instead, they are decisions made by scientists and other research workers, such as technicians, that produce different outcomes for the data. Vertebrate fossils provide a revealing case of this (...)
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  • Collingwood, Pragmatism, and Philosophy of Science.Elena Popa - 2018 - In Karim Dharamsi, Giuseppina D'Oro & Stephen Leach (eds.), Collingwood on Philosophical Methodology. Cham: Springer Verlag. pp. 131-149.
    This paper argues that there are notable similarities between Collingwood’s method of investigating absolute presuppositions and contemporary strands of pragmatism, focusing on two areas - the critique of realism and causation. It is first argued that there are methodological similarities between Collingwood’s argument against realism and his Kantian-inspired critique of metaphysics, and Putnam’s critique of externalism. Regarding causation, it is argued that Collingwood’s view and Price’s pragmatist approach have a common method – investigating causation in the context of specific human (...)
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  • Defending a Risk Account of Scientific Objectivity.Inkeri Koskinen - 2020 - British Journal for the Philosophy of Science 71 (4):1187-1207.
    When discussing scientific objectivity, many philosophers of science have recently focused on accounts that can be applied in practice when assessing the objectivity of something. It has become clear that in different contexts, objectivity is realized in different ways, and the many senses of objectivity recognized in the recent literature seem to be conceptually distinct. I argue that these diverse ‘applicable’ senses of scientific objectivity have more in common than has thus far been recognized. I combine arguments from philosophical discussions (...)
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  • Addressing Industry-Funded Research with Criteria for Objectivity.Kevin C. Elliott - 2018 - Philosophy of Science 85 (5):857-868.
    In recent years, industry-funded research has come under fire because of concerns that it can be biased in favor of the funders. This article suggests that efforts by philosophers of science to analyze the concept of objectivity can provide important lessons for those seeking to evaluate and improve industry-funded research. It identifies three particularly relevant criteria for objectivity: transparency, reproducibility, and effective criticism. On closer examination, the criteria of transparency and reproducibility turn out to have significant limitations in this context, (...)
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  • Can the Science of Well-Being Be Objective?Anna Alexandrova - 2018 - British Journal for the Philosophy of Science 69 (2):421-445.
    Well–being, health and freedom are some of the many phenomena of interest to science whose definitions rely on a normative standard. Empirical generalizations about them thus present a special case of value-ladenness. I propose the notion of a ‘mixed claim’ to denote such generalizations. Against the prevailing wisdom, I argue that we should not seek to eliminate them from science. Rather, we need to develop principles for their legitimate use. Philosophers of science have already reconciled values with objectivity in several (...)
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  • Evidential holism.Joe Morrison - 2017 - Philosophy Compass 12 (6):e12417.
    Evidential holism begins with something like the claim that “it is only jointly as a theory that scientific statements imply their observable consequences.” This is the holistic claim that Elliott Sober tells us is an “unexceptional observation”. But variations on this “unexceptional” claim feature as a premise in a series of controversial arguments for radical conclusions, such as that there is no analytic or synthetic distinction that the meaning of a sentence cannot be understood without understanding the whole language of (...)
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  • Causal Projectivism, Agency, and Objectivity.Elena Popa - 2016 - International Studies in the Philosophy of Science 30 (2):147-163.
    This article examines how specific realist and projectivist versions of manipulability theories of causation deal with the problem of objectivity. Does an agent-dependent concept of manipulability imply that conflicting causal claims made by agents with different capacities can come out as true? In defence of the projectivist stance taken by the agency view, I argue that if the agent’s perspective is shown to be uniform across different agents, then the truth-values of causal claims do not vary arbitrarily and, thus, reach (...)
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  • The social organisation of science as a question for philosophy of science.Jaana Eigi - 2016 - Dissertation, University of Tartu
    Philosophy of science is showing an increasing interest in the social aspects and the social organisation of science—the ways social values and social interactions and structures play a role in the creation of knowledge and the ways this role should be taken into account in the organisation of science and science policy. My thesis explores a number of issues related to this theme. I argue that a prominent approach to the social organisation of science—Philip Kitcher’s well-ordered science—runs into a number (...)
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  • New Directions in Philosophy of Medicine.Jacob Stegenga, Ashley Kennedy, Serife Tekin, Saana Jukola & Robyn Bluhm - 2016 - In James A. Marcum (ed.), Bloomsbury Companion to Contemporary Philosophy of Medicine. New York: Bloomsbury. pp. 343-367.
    The purpose of this chapter is to describe what we see as several important new directions for philosophy of medicine. This recent work (i) takes existing discussions in important and promising new directions, (ii) identifies areas that have not received sufficient and deserved attention to date, and/or (iii) brings together philosophy of medicine with other areas of philosophy (including bioethics, philosophy of psychiatry, and social epistemology). To this end, the next part focuses on what we call the “epistemological turn” in (...)
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  • Different motivations, similar proposals: objectivity in scientific community and democratic science policy.Jaana Eigi - 2017 - Synthese 194 (12):4657-4669.
    The aim of the paper is to discuss some possible connections between philosophical proposals about the social organisation of science and developments towards a greater democratisation of science policy. I suggest that there are important similarities between one approach to objectivity in philosophy of science—Helen Longino’s account of objectivity as freedom from individual biases achieved through interaction of a variety of perspectives—and some ideas about the epistemic benefits of wider representation of various groups’ perspectives in science policy, as analysed by (...)
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  • Is meta-analysis the platinum standard of evidence?Jacob Stegenga - 2011 - Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 42 (4):497-507.
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  • Objectivity, Scientificity, and the Dualist Epistemology of Medicine.Thomas V. Cunningham - 2014 - In P. Huneman (ed.), Classification, Disease, and Evidence. Dordrecht: Springer Science + Business. pp. 01-17.
    This paper considers the view that medicine is both “science” and “art.” It is argued that on this view certain clinical knowledge – of patients’ histories, values, and preferences, and how to integrate them in decision-making – cannot be scientific knowledge. However, by drawing on recent work in philosophy of science it is argued that progress in gaining such knowledge has been achieved by the accumulation of what should be understood as “scientific” knowledge. I claim there are varying degrees of (...)
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  • Objectivity and a comparison of methodological scenario approaches for climate change research.Elisabeth A. Lloyd & Vanessa J. Schweizer - 2014 - Synthese 191 (10):2049-2088.
    Climate change assessments rely upon scenarios of socioeconomic developments to conceptualize alternative outcomes for global greenhouse gas emissions. These are used in conjunction with climate models to make projections of future climate. Specifically, the estimations of greenhouse gas emissions based on socioeconomic scenarios constrain climate models in their outcomes of temperatures, precipitation, etc. Traditionally, the fundamental logic of the socioeconomic scenarios—that is, the logic that makes them plausible—is developed and prioritized using methods that are very subjective. This introduces a fundamental (...)
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  • A General Theory of Objectivity: Contributions from the Reformational Philosophy Tradition.Richard M. Gunton, Marinus D. Stafleu & Michael J. Reiss - 2022 - Foundations of Science 27 (3):941-955.
    Objectivity in the sciences is a much-touted yet problematic concept. It is sometimes held up as characterising scientific knowledge, yet operational definitions are diverse and call for such paradoxical genius as the ability to see without a perspective, to predict repeatability, to elicit nature’s own self-revelation, or to discern the structure of reality with inerrancy. Here we propose a positive and general definition of objectivity based on work in the Reformational philosophy tradition. We recognise a suite of relation-frames–ways in which (...)
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  • The emergence of objectivity: Fleck, Foucault, Kuhn and Hacking.Luca Sciortino - 2021 - Studies in History and Philosophy of Science Part A 88 (1):128-137.
    The analytical notions of ‘thought style’, ‘paradigm’, ‘episteme’ and ‘style of reasoning’ are some of the most popular frameworks in the history and philosophy of science. Although their proponents, Ludwik Fleck, Thomas Kuhn, Michel Foucault, and Ian Hacking, are all part of the same philosophical tradition that closely connects history and philosophy, the extent to which they share similar assumptions and objectives is still under debate. In the first part of the paper, I shall argue that, despite the fact that (...)
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  • Emotions and Distrust in Science.Katherine Furman - 2020 - International Journal of Philosophical Studies 28 (5):713-730.
    In our interactions with science, we are often vulnerable; we do not have complete control of the situation and there is a risk that we, or those we love, might be harmed. This is not an emotionall...
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  • Robustness, Reliability, and Overdetermination (1981).William C. Wimsatt - 2012 - In Lena Soler (ed.), Characterizing the robustness of science: after the practice turn in philosophy of science. New York: Springer Verlag. pp. 61-78.
    The use of multiple means of determination to “triangulate” on the existence and character of a common phenomenon, object, or result has had a long tradition in science but has seldom been a matter of primary focus. As with many traditions, it is traceable to Aristotle, who valued having multiple explanations of a phenomenon, and it may also be involved in his distinction between special objects of sense and common sensibles. It is implicit though not emphasized in the distinction between (...)
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  • My objectivity is better than yours: contextualising debates about gender inequality.Rosie Worsdale & Jack Wright - 2020 - Synthese 199 (1-2):1659-1683.
    AbsractIn this paper, we contribute to a growing literature in the philosophy of social science cautioning social scientists against context-independent claims to objectivity, by analyzing the recent proposal of a new Basic Index of Gender Inequality by Gijsbert Stoet and David Geary. Despite the many internal problems with BIGI, Stoet and Geary have had some success in positioning the index as an important corrective to the way in which gender inequality is measured in mainstream metrics like the Global Gender Gap (...)
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  • Humanistic interpretation and machine learning.Juho Pääkkönen & Petri Ylikoski - 2021 - Synthese 199:1461–1497.
    This paper investigates how unsupervised machine learning methods might make hermeneutic interpretive text analysis more objective in the social sciences. Through a close examination of the uses of topic modeling—a popular unsupervised approach in the social sciences—it argues that the primary way in which unsupervised learning supports interpretation is by allowing interpreters to discover unanticipated information in larger and more diverse corpora and by improving the transparency of the interpretive process. This view highlights that unsupervised modeling does not eliminate the (...)
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  • Scientific expertise, risk assessment, and majority voting.Thomas Boyer-Kassem - unknown
    Scientists are often asked to advise political institutions on pressing risk-related questions, like climate change or the authorization of medical drugs. Given that deliberation will often not eliminate all disagreements between scientists, how should their risk assessments be aggregated? I argue that this problem is distinct from two familiar and well-studied problems in the literature: judgment aggregation and probability aggregation. I introduce a novel decision-theoretic model where risk assessments are compared with acceptability thresholds. Majority voting is then defended by means (...)
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  • Diversity and the Fate of Objectivity.Karyn L. Freedman - 2009 - Social Epistemology 23 (1):45-56.
    Helen Longino argues that the way to ensure scientific knowledge is objective is to have a diversity of scientific investigators. This is the best example of recent feminist arguments which hold that the real value of diversity is epistemic, and not political, but it only partly succeeds. In the end, Longino's objectivity amounts to intersubjective agreement about contextually based standards, and while her account gives us a good reason for wanting diversity in our scientific communities, this reason turns out to (...)
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  • Historicizing the homology problem.Devin Y. Gouvêa - 2023 - Studies in History and Philosophy of Science Part A 99 (C):56-66.
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  • A Plea for Minimally Biased Empirical Philosophy.Andrea Polonioli - unknown
    Naturalistic philosophers rely on literature search and review in a number of ways and for different purposes. Yet this article shows how processes of literature search and review are likely to be affected by widespread and systematic biases. A solution to this problem is offered here. Whilst the tradition of systematic reviews of literature from scientific disciplines has been neglected in philosophy, systematic reviews are important tools that minimize bias in literature search and review and allow for greater reproducibility and (...)
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