Results for 'David Lindsay Watson'

976 found
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  1. (2 other versions)The explanation game: a formal framework for interpretable machine learning.David S. Watson & Luciano Floridi - 2020 - Synthese 198 (10):1–⁠32.
    We propose a formal framework for interpretable machine learning. Combining elements from statistical learning, causal interventionism, and decision theory, we design an idealised explanation game in which players collaborate to find the best explanation for a given algorithmic prediction. Through an iterative procedure of questions and answers, the players establish a three-dimensional Pareto frontier that describes the optimal trade-offs between explanatory accuracy, simplicity, and relevance. Multiple rounds are played at different levels of abstraction, allowing the players to explore overlapping causal (...)
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  2. Clinical applications of machine learning algorithms: beyond the black box.David S. Watson, Jenny Krutzinna, Ian N. Bruce, Christopher E. M. Griffiths, Iain B. McInnes, Michael R. Barnes & Luciano Floridi - 2019 - British Medical Journal 364:I886.
    Machine learning algorithms may radically improve our ability to diagnose and treat disease. For moral, legal, and scientific reasons, it is essential that doctors and patients be able to understand and explain the predictions of these models. Scalable, customisable, and ethical solutions can be achieved by working together with relevant stakeholders, including patients, data scientists, and policy makers.
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  3. The Rhetoric and Reality of Anthropomorphism in Artificial Intelligence.David Watson - 2019 - Minds and Machines 29 (3):417-440.
    Artificial intelligence has historically been conceptualized in anthropomorphic terms. Some algorithms deploy biomimetic designs in a deliberate attempt to effect a sort of digital isomorphism of the human brain. Others leverage more general learning strategies that happen to coincide with popular theories of cognitive science and social epistemology. In this paper, I challenge the anthropomorphic credentials of the neural network algorithm, whose similarities to human cognition I argue are vastly overstated and narrowly construed. I submit that three alternative supervised learning (...)
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  4. Local explanations via necessity and sufficiency: unifying theory and practice.David Watson, Limor Gultchin, Taly Ankur & Luciano Floridi - 2022 - Minds and Machines 32:185-218.
    Necessity and sufficiency are the building blocks of all successful explanations. Yet despite their importance, these notions have been conceptually underdeveloped and inconsistently applied in explainable artificial intelligence (XAI), a fast-growing research area that is so far lacking in firm theoretical foundations. Building on work in logic, probability, and causality, we establish the central role of necessity and sufficiency in XAI, unifying seemingly disparate methods in a single formal framework. We provide a sound and complete algorithm for computing explanatory factors (...)
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  5. Crowdsourced science: sociotechnical epistemology in the e-research paradigm.David Watson & Luciano Floridi - 2018 - Synthese 195 (2):741-764.
    Recent years have seen a surge in online collaboration between experts and amateurs on scientific research. In this article, we analyse the epistemological implications of these crowdsourced projects, with a focus on Zooniverse, the world’s largest citizen science web portal. We use quantitative methods to evaluate the platform’s success in producing large volumes of observation statements and high impact scientific discoveries relative to more conventional means of data processing. Through empirical evidence, Bayesian reasoning, and conceptual analysis, we show how information (...)
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  6. Causal feature learning for utility-maximizing agents.David Kinney & David Watson - 2020 - In David Kinney & David Watson, International Conference on Probabilistic Graphical Models. pp. 257–268.
    Discovering high-level causal relations from low-level data is an important and challenging problem that comes up frequently in the natural and social sciences. In a series of papers, Chalupka etal. (2015, 2016a, 2016b, 2017) develop a procedure forcausal feature learning (CFL) in an effortto automate this task. We argue that CFL does not recommend coarsening in cases where pragmatic considerations rule in favor of it, and recommends coarsening in cases where pragmatic considerations rule against it. We propose a new technique, (...)
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  7. Afterword.Tony Milligan, Klara Anna Capova, David Dunér & Erik Persson - 2018 - In Klara Anna Capova, Erik Persson, Tony Milligan & David Dunér, Astrobiology and Society in Europe Today. Springer. pp. 55-60.
    Space exploration and the search for a better understanding of life have never been entirely separate from one another. This is not simply a matter of policy, a decision by political administrations to combine the two. Rather, it is a matter of the ways in which both draw upon the same scientific culture and upon overlapping societal influences. Some of the latter are the political influences of particular times and particular places, others are of a far broader nature. Progress in (...)
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  8. Responding to the Watson-Sterkenburg debate on clustering algorithms and natural kinds.Warmhold Jan Thomas Mollema - manuscript
    In Philosophy and Technology 36, David Watson discusses the epistemological and metaphysical implications of unsupervised machine learning (ML) algorithms. Watson is sympathetic to the epistemological comparison of unsupervised clustering, abstraction and generative algorithms to human cognition and sceptical about ML’s mechanisms having ontological implications. His epistemological commitments are that we learn to identify “natural kinds through clustering algorithms”, “essential properties via abstraction algorithms”, and “unrealized possibilities via generative models” “or something very much like them.” The same issue (...)
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  9. Why Take Painkillers?David Bain - 2019 - Noûs 53 (2):462-490.
    Accounts of the nature of unpleasant pain have proliferated over the past decade, but there has been little systematic investigation of which of them can accommodate its badness. This paper is such a study. In its sights are two targets: those who deny the non-instrumental disvalue of pain's unpleasantness; and those who allow it but deny that it can be accommodated by the view—advanced by me and others—that unpleasant pains are interoceptive experiences with evaluative content. Against the former, I argue (...)
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  10. Pains that Don't Hurt.David Bain - 2014 - Australasian Journal of Philosophy 92 (2):305-320.
    Pain asymbolia is a rare condition caused by brain damage, usually in adulthood. Asymbolics feel pain but appear indifferent to it, and indifferent also to visual and verbal threats. How should we make sense of this? Nikola Grahek thinks asymbolics’ pains are abnormal, lacking a component that make normal pains unpleasant and motivating. Colin Klein thinks that what is abnormal is not asymbolics’ pains, but asymbolics: they have a psychological deficit making them unresponsive to unpleasant pain. I argue that an (...)
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  11. Is Memory Merely Testimony from One's Former Self?David James Barnett - 2015 - Philosophical Review 124 (3):353-392.
    A natural view of testimony holds that a source's statements provide one with evidence about what the source believes, which in turn provides one with evidence about what is true. But some theorists have gone further and developed a broadly analogous view of memory. According to this view, which this essay calls the “diary model,” one's memory ordinarily serves as a means for one's present self to gain evidence about one's past judgments, and in turn about the truth. This essay (...)
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  12. Evaluativist Accounts of Pain's Unpleasantness.David Bain - 2017 - In Jennifer Corns, The Routledge Handbook of Philosophy of Pain. New York: Routledge. pp. 40-50.
    Evaluativism is best thought of as a way of enriching a perceptual view of pain to account for pain’s unpleasantness or painfulness. Once it was common for philosophers to contrast pains with perceptual experiences (McGinn 1982; Rorty 1980). It was thought that perceptual experiences were intentional (or content-bearing, or about something), whereas pains were representationally blank. But today many of us reject this contrast. For us, your having a pain in your toe is a matter not of your sensing “pain-ly” (...)
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  13. Inferential Justification and the Transparency of Belief.David James Barnett - 2016 - Noûs 50 (1):184-212.
    This paper critically examines currently influential transparency accounts of our knowledge of our own beliefs that say that self-ascriptions of belief typically are arrived at by “looking outward” onto the world. For example, one version of the transparency account says that one self-ascribes beliefs via an inference from a premise to the conclusion that one believes that premise. This rule of inference reliably yields accurate self-ascriptions because you cannot infer a conclusion from a premise without believing the premise, and so (...)
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  14. Gender: Science or Ideology?David Tomasi - manuscript
    An examination of Sex and Gender under the most recent scientific discoveries in the areas of neuroscience, endocrinology, biology, psychology, medicine, and linguistics. Presented as part of the Conference "Gender: Ideology or Science?" at the "Accademia Tiberina," Rome, Italy, November 25, 2022.
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  15. Is meaning cognized?David Balcarras - 2023 - Mind and Language 38 (5):1276-1295.
    In this article, I defend an account of linguistic comprehension on which meaning is not cognized, or on which we do not tacitly know our language's semantics. On this view, sentence comprehension is explained instead by our capacity to translate sentences into the language of thought. I explain how this view can explain our capacity to correctly interpret novel utterances, and then I defend it against several standing objections.
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  16. On Spacetime Functionalism.David John Baker - manuscript
    Eleanor Knox has argued that our concept of spacetime applies to whichever structure plays a certain functional role in the laws (the role of determining local inertial structure). I raise two complications for this approach. First, our spacetime concept seems to have the structure of a cluster concept, which means that Knox's inertial criteria for spacetime cannot succeed with complete generality. Second, the notion of metaphysical fundamentality may feature in the spacetime concept, in which case spacetime functionalism may be uninformative (...)
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  17. Pain, Pleasure, and Unpleasure.David Bain & Michael Brady - 2014 - Review of Philosophy and Psychology 5 (1):1-14.
    Compare your pain when immersing your hand in freezing water and your pleasure when you taste your favourite wine. The relationship seems obvious. Your pain experience is unpleasant, aversive, negative, and bad. Your experience of the wine is pleasant, attractive, positive, and good. Pain and pleasure are straightforwardly opposites. Or that, at any rate, can seem beyond doubt, and to leave little more to be said. But, in fact, it is not beyond doubt. And, true or false, it leaves a (...)
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  18. Hostile Scaffolding.Ryan Timms & David Spurrett - 2023 - Philosophical Papers 52 (1):1-30.
    Most accounts of cognitive scaffolding focus on ways that external structure can support or augment an agent’s cognitive capacities. We call cases where the interests of the user are served benign scaffolding and argue for the possibility and reality of hostile scaffolding. This is scaffolding which depends on the same capacities of an agent to make cognitive use of external structure as in benign cases, but that undermines or exploits the user while serving the interests of another agent. We develop (...)
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  19. What Is It To Have A Language?David Balcarras - 2023 - Pacific Philosophical Quarterly 104 (4):837-866.
    This article defends the view that having a language just is knowing how to engage in communication with it. It also argues that, despite claims to the contrary, this view is compatible and complementary with the Chomskyan conception of language on which humans have languages in virtue of being in brain states realizing tacit knowledge of grammars for those languages.
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  20. Con-reasons as causes.David-Hillel Ruben - 2009 - In Constantine Sandis, New essays on the explanation of action. New York: Palgrave-Macmillan. pp. 62--74.
    Book synopsis: This collection of previously unpublished essays presents the newest developments in the thought of international scholars working on the explanation of action. The contributions focus on a wide range of interlocking issues relating to agency, deliberation, motivation, mental causation, teleology, interprative explanation and the ontology of actions and their reasons. Challenging numerous current orthodoxies, and offering positive suggestions from a variety of different perspectives, this book provides essential reading for anyone interested in the explanation of action.
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  21. The necessities of Hegel's logics.David Kolb - 2009 - In Angelica Nuzzo, Hegel and the Analytic Tradition. Continuum.
    want to question this idea of a pure presuppositionless self-developing sequence of logical categories. This is part of a larger investigation of the inherence of Hegel's thought in historical language. Concerning the necessary self-development of thought, I have three objections to propose. The first concerns the difficulty of recognizing a uniquely correct sequence of categories, when the various versions all express positive insights. The second concerns the very idea of a unified sequence. The third concerns the goal of pure self-development.
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  22. (1 other version)Are we free to break the laws?David Lewis - 1981 - Theoria 47 (3):113-21.
    I insist that I was able to raise my hand, and I acknowledge that a law would have been broken had I done so, but I deny that I am therefore able to break a law. To uphold my instance of soft determinism, I need not claim any incredible powers. To uphold the compatibilism that I actually believe, I need not claim that such powers are even possible. My incompatibilist opponent is a creature of fiction, but he has his prototypes (...)
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  23. Utopophobia.David Estlund - 2014 - Philosophy and Public Affairs 42 (2):113-134.
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  24. On distinguishing epistemic from pragmatic action.David Kirsh & Paul Maglio - 1994 - Cognitive Science 18 (4):513-49.
    We present data and argument to show that in Tetris - a real-time interactive video game - certain cognitive and perceptual problems are more quickly, easily, and reliably solved by performing actions in the world rather than by performing computational actions in the head alone. We have found that some translations and rotations are best understood as using the world to improve cognition. These actions are not used to implement a plan, or to implement a reaction; they are used to (...)
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  25. Between empirical evidence and theoretical frameworks: The concept of Free Will at the intersection of Philosophical Understanding, Psychological Analysis, and Neural Correlates.David Tomasi - forthcoming - Вісник Харківського Національного Університету 1.
    Understanding the role of (human) Free Will is a necessary premise and substantial process for the appropriate application of any healing art, starting with psychotherapeutic approached focused on the amelioration and improvement of emotional, cognitive, and behavioral elements in the suffering person, and more generally in the path toward healing and truth every person embarks on. This article examines the three interconnected areas of philosophy, psychology, and neuroscience to explore what the existence and activation of Free Will represents in the (...)
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  26. McDowell and the Presentation of Pains.David Bain - 2009 - Philosophical Topics 37 (1):1-24.
    It can seem natural to say that, when in pain, we undergo experiences which present to us certain experience-dependent particulars, namely pains. As part of his wider approach to mind and world, John McDowell has elaborated an interesting but neglected version of this account of pain. Here I set out McDowell’s account at length, and place it in context. I argue that his subjectivist conception of the objects of pain experience is incompatible with his requirement that such experience be presentational, (...)
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  27. going in circles.David-Hillel Ruben - 2009 - In Chrysostomos Mantzavinos, Philosophy of the social sciences: philosophical theory and scientific practice. New York: Cambridge University Press. pp. 312.
    What might it mean to say that there is such a thing as a hermeneutic circle in the social sciences? A consideration of some remarks by Charles Taylor and others and an interpretive reconstruction, and assessment, of the idea of such a circle.
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  28. Metaphysical indeterminacy in Everettian quantum mechanics.David Glick & Baptiste Le Bihan - 2024 - European Journal for Philosophy of Science 14 (3):1-22.
    The question of whether Everettian quantum mechanics (EQM) justifies the existence of metaphysical indeterminacy has recently come to the fore. Metaphysical indeterminacy has been argued to emerge from three sources: coherent superpositions, the indefinite number of branches in the quantum multiverse and the nature of these branches. This paper reviews the evidence and concludes that those arguments don’t rely on EQM alone and rest on metaphysical auxiliary assumptions that transcend the physics of EQM. We show how EQM can be ontologically (...)
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  29. Philosophical Problems in Sense Perception: Testing the Limits of Aristotelianism.David Bennett & Juhana Toivanen (eds.) - 2020 - Cham: Springer.
    This volume focuses on philosophical problems concerning sense perception in the history of philosophy. It consists of thirteen essays that analyse the philosophical tradition originating in Aristotle’s writings. Each essay tackles a particular problem that tests the limits of Aristotle’s theory of perception and develops it in new directions. The problems discussed range from simultaneous perception to causality in perception, from the representational nature of sense-objects to the role of conscious attention, and from the physical/mental divide to perception as quasi-rational (...)
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  30. Against Quantum Indeterminacy.David Glick - 2017 - Thought: A Journal of Philosophy 6 (3):204-213.
    A growing literature is premised on the claim that quantum mechanics provides evidence for metaphysical indeterminacy. But does it? None of the currently fashionable realist interpretations involve fundamental indeterminacy and the ‘standard interpretation’, to the extent that it can be made out, doesn't require indeterminacy either.
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  31. Ideologia Transgender: Come conoscerla e combatterla.David Tomasi - 2024 - Accademia Tiberina 11 (1):12-28.
    Questa conferenza, in diretta dagli Stati Uniti (11/11), rappresenta la versione italiana della ricerca, precedentemente pubblicata in inglese dall'Accademia Tiberina, nel 2022.
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  32. Four Questions of Iterated Grounding.David Mark Kovacs - 2020 - Philosophy and Phenomenological Research 101 (2):341-364.
    The Question of Iterated Grounding (QIG) asks what grounds the grounding facts. Although the question received a lot of attention in the past few years, it is usually discussed independently of another important issue: the connection between metaphysical explanation and the relation or relations that supposedly “back” it. I will show that once we get clear on the distinction between metaphysical explanation and the relation(s) backing it, we can distinguish no fewer than four questions lumped under QIG. I will also (...)
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  33. Catholic Unity on Brain Death and Organ Donation.David Tomasi - 2024 - A Call to Action 1:1-16.
    Authors: Joseph M. Eble, John A. Di Camillo, Peter J. Colosi. --- NEWS RELEASE For Immediate Release February 27, 2024 Contact: Joseph M. Eble, MD Corresponding author 919-667-5206 -/- The statement, Catholics United on Brain Death and Organ Donation: A Call to Action (HTML), was published on February 27, 2024. It was prepared by Joseph Eble, a physician and President of the Tulsa Guild of the Catholic Medical Association; John Di Camillo, an ethicist of The National Catholic Bioethics Center; and (...)
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  34. The Epistemic Value of Democratic Deliberation.David Estlund - 2018 - In André Bächtiger, Jane Mansbridge, John Dryzek & Mark Warren, Oxford Handbook of Deliberative Democracy. Oxford University Press.
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  35. Full information accounts of well-being.David Sobel - 1994 - Ethics 104 (4):784-810.
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  36. Functionalism and tacit knowledge of grammar.David Balcarras - 2023 - Philosophical Perspectives 37 (1):18-48.
    In this article, I argue that if tacit knowledge of grammar is analyzable in functional‐computational terms, then it cannot ground linguistic meaning, structure, or sound. If to know or cognize a grammar is to be in a certain computational state playing a certain functional role, there can be no unique grammar cognized. Satisfying the functional conditions for cognizing a grammar G entails satisfying those for cognizing many grammars disagreeing with G about expressions' semantic, phonetic, and syntactic values. This threatens the (...)
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  37. Expressive Avatars: Vitality in Virtual Worlds.David Ekdahl & Lucy Osler - 2023 - Philosophy and Technology 36 (2):1-28.
    Critics have argued that human-controlled avatar interactions fail to facilitate the kinds of expressivity and social understanding afforded by our physical bodies. We identify three claims meant to justify the supposed expressive limits of avatar interactions compared to our physical interactions. First, “The Limited Expressivity Claim”: avatars have a more limited expressive range than our physical bodies. Second, “The Inputted Expressivity Claim”: any expressive avatarial behaviour must be deliberately inputted by the user. Third, “The Decoding Claim”: users must infer or (...)
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  38. Cogito and Moore.David James Barnett - 2023 - Synthese 202 (1):1-27.
    Self-verifying judgments like _I exist_ seem rational, and self-defeating ones like _It will rain, but I don’t believe it will rain_ seem irrational_._ But one’s evidence might support a self-defeating judgment, and fail to support a self-verifying one. This paper explains how it can be rational to defy one’s evidence if judgment is construed as a mental performance or act, akin to inner assertion. The explanation comes at significant cost, however. Instead of causing or constituting beliefs, judgments turn out to (...)
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  39. The Philosophy of Pain - Introduction.David Bain, Jennifer Corns & Michael Brady - 2018 - In David Bain & Michael Brady, Philosophy of Pain: Unpleasantness, Emotion, and Deviance. New York: Routledge.
    Over recent decades, pain has received increasing attention as – with ever greater sophistication and rigour – theorists have tried to answer the deep and difficult questions it poses. What is pain’s nature? What is its point? In what sense is it bad? The papers collected in this volume are a contribution to that effort ...
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  40. Internalism, Stored Beliefs, and Forgotten Evidence.David James Barnett - forthcoming - In Sanford Goldberg & Stephen Wright, Memory and Testimony: New Essays in Epistemology.
    An internalist slogan says that justification depends on internal factors. But which factors are those? This paper examines some common motivations favoring internalism over externalism, and says they are compatible with including dispositional and even past mental states in the internal.
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  41. What is Wrong with Self-Grounding?David Mark Kovacs - 2018 - Erkenntnis 83 (6):1157-1180.
    Many philosophers embrace grounding, supposedly a central notion of metaphysics. Grounding is widely assumed to be irreflexive, but recently a number of authors have questioned this assumption: according to them, it is at least possible that some facts ground themselves. The primary purpose of this paper is to problematize the notion of self-grounding through the theoretical roles usually assigned to grounding. The literature typically characterizes grounding as at least playing two central theoretical roles: a structuring role and an explanatory role. (...)
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  42. Ambiguity Tests, Polysemy, and Copredication.David Liebesman & Ofra Magidor - 2024 - Australasian Journal of Philosophy 102 (3):551-560.
    A family of familiar linguistic tests purport to help identify when a term is ambiguous. These tests are philosophically important: a familiar philosophical strategy is to claim that some phenomenon is disunified and its accompanying term is ambiguous. The tests have been used to evaluate disunification proposals about causation, pain, and knowledge, among others. -/- These ambiguity tests, however, have come under fire. It has been alleged that the tests fail for polysemy, a common type of ambiguity, and one that (...)
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  43. Psychotherapy: Essence, Experience, and Examination.David Tomasi - 2024 - What We Truly Need – Experiences of a Psychoanalyst.
    Tomasi, D. 2024. Psychotherapy: Essence, Experience, and Examination. Foreword to Adler, D. 2024. What we really need – Experiences of a psychoanalyst. New York, NY: Ibidem Verlag / Columbia University Press, Original: Adler, D. 2023. Was wir wirklich brauchen: Erfahrungen eines Psychoanalytikers. Stuttgart, D: Schattauer / Klett-Cotta Verlag -/- Psychotherapy: Essence, Experience, and Examination Foreword to Dieter Adler: What we Truly Need – Experiences of a Psychoanalyst. -/- In any serious, scientific, and ethically justified healthcare profession, the focus should be (...)
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  44. Descartes: A Biography; Cogito, Ergo Sum: The Life of René Descartes. [REVIEW]Gary Hatfield - 2008 - Isis 99 (1):177-178.
    Review of Desmond M. Clarke. Descartes: A Biography. xi + 507 pp., apps., figs., bibl., index. Cambridge: Cambridge University Press, 2006. $40 (cloth).; Richard Watson, Cogito, Ergo Sum: The Life of René Descartes. viii + 375 pp., figs., bibl., index. Boston: David R. Godine, 2002. $35 (cloth).
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  45. Intentional Psychologism.David Pitt - 2009 - Philosophical Studies 146 (1):117-138.
    In the past few years, a number of philosophers ; Horgan and Tienson 2002; Pitt 2004) have maintained the following three theses: there is a distinctive sort of phenomenology characteristic of conscious thought, as opposed to other sorts of conscious mental states; different conscious thoughts have different phenomenologies; and thoughts with the same phenomenology have the same intentional content. The last of these three claims is open to at least two different interpretations. It might mean that the phenomenology of a (...)
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  46. Author Meets Critics: Jill North, Physics, Structure, and Reality.David John Baker, Wayne Myrvold, Jill North & Laura Ruetsche - manuscript
    Comments and replies from the 2021 Eastern APA book symposium on Jill North's Physics, Structure, and Reality.
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  47. Sider on Determinism in Absolutist Theories of Quantity.David John Baker - manuscript
    Ted Sider has shown that my indeterminism argument for comparativist theories of quantity also applies to Mundy's absolutist theory. This is because Mundy's theory posits only "pure" relations, i.e. relations between values of the same quantity (between masses and other masses, or distances and other distances). It is straightforward to solve the problem by positing additional mixed relations.
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  48. A theory of presumption for everyday argumentation.David M. Godden & Douglas N. Walton - 2007 - Pragmatics and Cognition 15 (2):313-346.
    The paper considers contemporary models of presumption in terms of their ability to contribute to a working theory of presumption for argumentation. Beginning with the Whatelian model, we consider its contemporary developments and alternatives, as proposed by Sidgwick, Kauffeld, Cronkhite, Rescher, Walton, Freeman, Ullmann-Margalit, and Hansen. Based on these accounts, we present a picture of presumptions characterized by their nature, function, foundation and force. On our account, presumption is a modal status that is attached to a claim and has the (...)
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  49. Moral responsibility and unavoidable action.David P. Hunt - 2000 - Philosophical Studies 97 (2):195-227.
    The principle of alternate possibilities (PAP), making the ability to do otherwise a necessary condition for moral responsibility, is supposed by Harry Frankfurt, John Fischer, and others to succumb to a peculiar kind of counterexample. The paper reviews the main problems with the counterexample that have surfaced over the years, and shows how most can be addressed within the terms of the current debate. But one problem seems ineliminable: because Frankfurt''s example relies on a counterfactual intervener to preclude alternatives to (...)
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  50. Teleology and Necessity.David M. Balme - 1987 - In Allan Gotthelf & James G. Lennox, Philosophical Issues in Aristotle's Biology. New York: Cambridge University Press. pp. 275-286.
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