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Aspects of scientific explanation

In Carl Gustav Hempel (ed.), Aspects of Scientific Explanation and Other Essays in the Philosophy of Science. New York: The Free Press. pp. 504 (1965)

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  1. Rules, function, and the invisible hand an interpretation of Hayek's social theory.Eugene Heath - 1992 - Philosophy of the Social Sciences 22 (1):28-45.
    Hayek's social theory presupposes that rules are unintended consequences of individual actions. This essay explicates one kind of Hayekian explanation of that claim. After noting the kinds of rules that Hayek believes are subject to such a theory, the essay distinguishes three functional explanations advocated by Hayek. He combines one of these functional explanations with an invisible hand explanation. A schema suitable for constructing invisible hand-functional evolutionary theories is employed to outline this combination.
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  • Mechanism and explanation.Mario Bunge - 1997 - Philosophy of the Social Sciences 27 (4):410-465.
    The aim of this article is to elucidate the notions of explanation and mechanism, in particular of the social kind. A mechanism is defined as what makes a concrete system tick, and it is argued that to propose an explanation proper is to exhibit a lawful mechanism. The so-called covering law model is shown to exhibit only the logical aspect of explanation: it just subsumes particulars under universals. A full or mechanismic explanation involves mechanismic law statements, not purely descriptive ones (...)
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  • Varieties of easy knowledge inference: A resolution. [REVIEW]Hamid Vahid - 2007 - Acta Analytica 22 (3):223-237.
    It has recently been argued that any epistemological theory that allows for what is called basic knowledge, viz., knowledge that an agent acquires from a certain source, even if he fails to know that the source is reliable, falls victim to what is known as the problem of easy knowledge. The idea is that for such theories bootstrapping and closure allow us far too easily to acquire knowledge (justification) that seems unlikely under the envisaged circumstances. In this paper, I begin (...)
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  • Is weak emergence just in the mind?Mark A. Bedau - 2008 - Minds and Machines 18 (4):443-459.
    Weak emergence is the view that a system’s macro properties can be explained by its micro properties but only in an especially complicated way. This paper explains a version of weak emergence based on the notion of explanatory incompressibility and “crawling the causal web.” Then it examines three reasons why weak emergence might be thought to be just in the mind. The first reason is based on contrasting mere epistemological emergence with a form of ontological emergence that involves irreducible downward (...)
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  • Explanatory inquiry and the need for explanation.Stephen R. Grimm - 2008 - British Journal for the Philosophy of Science 59 (3):481-497.
    Explanatory inquiry characteristically begins with a certain puzzlement about the world. But why do certain situations elicit our puzzlement while others leave us, in some epistemically relevant sense, cold? Moreover, what exactly is involved in the move from a state of puzzlement to a state where one's puzzlement is satisfied? In this paper I try to answer both of these questions. I also suggest ways in which our account of scientific rationality might benefit from having a better sense of the (...)
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  • Qualitative confirmation and the ravens paradox.Patrick Maher - 2005 - Poznan Studies in the Philosophy of the Sciences and the Humanities 83 (1):89-108.
    In From Instrumentalism to Constructive Realism Theo Kuipers presents a theory of qualitative confirmation that is supposed to not assume the existence of quantitative probabilities. He claims that this theory is able to resolve some paradoxes in confirmation theory, including the ravens paradox. This paper shows that there are flaws in Kuipers' qualitative confirmation theory and in his application of it to the ravens paradox.
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  • The Talk I Was Supposed to Give….Achille C. Varzi - 2006 - In Andrea Bottani & Richard Davies (eds.), Modes of Existence: Papers in Ontology and Philosophical Logic. Ontos Verlag. pp. 131–152.
    Assuming that events form a genuine ontological category, shall we say that a good inventory of the world ought to include “negative” events—failures, omissions, things that didn’t happen—along with positive ones? I argue that we shouldn’t. Talk of non-occurring events is like talk of non-existing objects and should not be taken at face value. We often speak as though there were such things, but deep down we want our words to be interpreted in such a way as to avoid serious (...)
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  • (1 other version)Is compositionality an a priori principle?Daniel Cohnitz - 2005 - In M. Wening, E. Machery & G. Schurz (eds.), The Compositionality of Concepts and Meanings: Foundational Issues. Ontos.
    When reasons are given for compositionality, the arguments usually purport to establish compositionality in an almost a priori manner. I will rehearse these arguments why one could think that compositionality is a priori true, or almost a priori true, and will find all of them inconclusive. This, in itself, is no reason against compositionality, but a reason to try to establish or defend the principle on other than quasi-a priori grounds.
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  • Cartwright’s Realist Toil: From Entities to Capacities.Stathis Psillos - unknown
    In this paper I develop five worries concerning Cartwright’s realism about entities and capacities. The first is that while she was right to insist on the ontic commitment that flows from causal explanation, she was wrong to tie these commitments solely to the entities that do the causal explaining. This move obscured the nature of causal explanation and its connection to laws. The second worry is that when she turned her attention to causal inference, by insisting on the motto of (...)
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  • Mechanism-as-activity and the threat of polygenic effects.Johannes Persson - unknown
    Polygenic effects have more than one cause. They testify to the fact that several causal contributors are sometimes simultaneously involved in causation. The importance of polygenic causation was noticed early on by Mill (1893). It has since been shown to be a problem for causal-law approaches to causation and accounts of causation cast in terms of capacities. However, polygenic causation needs to be examined more thoroughly in the emerging literature on causal mechanisms. In this paper I examine whether an influential (...)
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  • Concretization, explanation, and mechanisms.Frank Hindriks - unknown
    Traditional accounts of explanation fail to illuminate the explanatory relevance of “models that are descriptively false” in the sense that the regularities they entail fail to obtain. In this paper, I propose an account of explanation, which I call ‘explanation by concretization’, that serves to explicate the explanatory relevance of such models. Starting from a highly abstract and idealized model, causal explanations of the absence of regularities are sought by adding complexity to the model or by concretizing it. Whether this (...)
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  • How (not) to write the history of pragmatist philosophy of science?Sami Pihlström - 2008 - Perspectives on Science 16 (1):26-69.
    This survey article discusses the pragmatist tradition in twentieth century philosophy of science. Pragmatism, originating with Charles Peirce's writings on the pragmatic maxim in the 1870s, is a background both for scientific realism and, via the views of William James and John Dewey, for the relativist and/or constructivist forms of neopragmatism that have often been seen as challenging the very ideas of scientific rationality and objectivity. The paper shows how the issue of realism arises in pragmatist philosophy of science and (...)
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  • Viability explanation.Arno Wouters - 1995 - Biology and Philosophy 10 (4):435-457.
    This article deals with a type of functional explanation, viability explanation, that has been overlooked in recent philosophy of science. Viability explanations relate traits of organisms and their environments in terms of what an individual needs to survive and reproduce. I show that viability explanations are neither causal nor historical and that, therefore, they should be accounted for as a distinct type of explanation.
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  • Verificationism revisited.Ruth Weintraub - 2003 - Ratio 16 (1):83–98.
    I aim to stand the received view about verificationism on its head. It is commonly thought that verificationism is a powerful philosophical tool, which we could deploy very effectively if only it weren’t so hopelessly implausible. On the contrary, I argue. Verificationism - if properly construed - may well be true. But its philosophical applications are chimerical.
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  • A bayesian paradox.Ruth Weintraub - 2001 - British Journal for the Philosophy of Science 52 (1):51-66.
    A seemingly plausible application of Bayesian decision-theoretic reasoning to determine one's rational degrees of belief yields a paradoxical conclusion: one ought to jettison one's intermediate credences in favour of more extreme (opinionated) ones. I discuss various attempts to solve the paradox, those involving the acceptance of the paradoxical conclusion, and those which attempt to block its derivation.
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  • Three problems in induction.Nathan Stemmer - 1971 - Synthese 23 (2-3):287 - 308.
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  • Die deduktiv-nomologische erklärung AlS hauptmotiv empirisch-wissenschaftlicher tätigkeit.Edmund Nierlich - 1988 - Erkenntnis 29 (1):1 - 33.
    In this paper an attempt is made at developing the notion of a real and complete empirical explanation as excluding all forms of potential or incomplete explanations. This explanation is, however, no longer conceived as the proper aim of empirical science, for it can certainly be gleaned from recent epistemological publications that no comprehensive notion of a real and complete scientific explanation is likely to be constructed from within empirical science. Contrary to common understanding the empirical explanation, deductive-nomological as well (...)
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  • Why the converse consequence condition cannot be accepted.Luca Moretti - 2003 - Analysis 63 (4):297–300.
    Three confirmation principles discussed by Hempel are the Converse Consequence Condition, the Special Consequence Condition and the Entailment Condition. Le Morvan (1999) has argued that, when the choice among confirmation principles is just about them, it is the Converse Consequence Condition that must be rejected. In this paper, I make this argument definitive. In doing that, I will provide an indisputable proof that the simple conjunction of the Converse Consequence Condition and the Entailment Condition yields a disastrous consequence.
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  • On existence and existential perception.Lars Löfgren - 1977 - Synthese 35 (4):431 - 445.
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  • Hempel meets Wason.I. L. Humberstone - 1994 - Erkenntnis 41 (3):391-402.
    The adverse reaction to Hempel's 'ravens paradox' embodied in giving it that description is compared with the usual reaction of experimental subjects to the Wason selection task.
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  • Philosophy and meta-philosophy of science: Empiricism, popperianism and realism.C. A. Hooker - 1975 - Synthese 32 (1-2):177 - 231.
    An explicit philosophy and meta-philosophy of positivism, empiricism and popperianism is provided. Early popperianism is argued to be essentially a form of empiricism, the deviations from empiricism are traced. In contrast, the meta-philosophy and philosophy of an evolutionary naturalistic realism is developed and it is shown how the maximal conflict of this doctrine with all forms of empiricism at the meta-philosophical level both accounts for the form of its development at the philosophical level and its defense against attack from nonrealist (...)
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  • A causal theory of counterfactuals.Eric Hiddleston - 2005 - Noûs 39 (4):632–657.
    I develop an account of counterfactual conditionals using “causal models”, and argue that this account is preferable to the currently standard account in terms of “similarity of possible worlds” due to David Lewis and Robert Stalnaker. I diagnose the attraction of counterfactual theories of causation, and argue that it is illusory.
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  • Explanation, prediction, description, and information theory.Joseph F. Hanna - 1969 - Synthese 20 (3):308 - 334.
    The distinction between explanation and prediction has received much attention in recent literature, but the equally important distinction between explanation and description (or between prediction and description) remains blurred. This latter distinction is particularly important in the social sciences, where probabilistic models (or theories) often play dual roles as explanatory and descriptive devices. The distinction between explanation (or prediction) and description is explicated in the present paper in terms of information theory. The explanatory (or predictive) power of a probabilistic model (...)
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  • Modeling in the museum: On the role of Remnant models in the work of Joseph Grinnell. [REVIEW]James R. Griesemer - 1990 - Biology and Philosophy 5 (1):3-36.
    Accounts of the relation between theories and models in biology concentrate on mathematical models. In this paper I consider the dual role of models as representations of natural systems and as a material basis for theorizing. In order to explicate the dual role, I develop the concept of a remnant model, a material entity made from parts of the natural system(s) under study. I present a case study of an important but neglected naturalist, Joseph Grinnell, to illustrate the extent to (...)
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  • Causes, proximate and ultimate.Richard C. Francis - 1990 - Biology and Philosophy 5 (4):401-415.
    Within evolutionary biology a distinction is frequently made between proximate and ultimate causes. One apparently plausible interpretation of this dichotomy is that proximate causes concern processes occurring during the life of an organism while ultimate causes refer to those processes (particularly natural selection) that shaped its genome. But ultimate causes are not sought through historical investigations of an organisms lineage. Rather, explanations referring to ultimate causes typically emerge from functional analyses. But these functional analyses do not identify causes of any (...)
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  • Resurrecting logical probability.James Franklin - 2001 - Erkenntnis 55 (2):277-305.
    The logical interpretation of probability, or "objective Bayesianism'' – the theory that (some) probabilities are strictly logical degrees of partial implication – is defended. The main argument against it is that it requires the assignment of prior probabilities, and that any attempt to determine them by symmetry via a "principle of insufficient reason" inevitably leads to paradox. Three replies are advanced: that priors are imprecise or of little weight, so that disagreement about them does not matter, within limits; that it (...)
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  • Russellianism and prediction.David Braun - 2001 - Philosophical Studies 105 (1):59 - 105.
    Russellianism (also called `neo-Russellianism, `Millianism, and `thenaive theory') entails that substitution of co-referring names inattitude ascriptions preserves truth value and proposition expressed.Thus, on this view, if Lucy wants Twain to autograph her book, thenshe also wants Clemens to autograph her book, even if she says ``I donot want Clemens to autograph my book''. Some philosophers (includingMichael Devitt and Mark Richard) claim that attitude ascriptions canbe used to predict behavior, but argue that if Russellianism weretrue, then this would not be so. (...)
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  • Explanation and laws.Alexander Bird - 1999 - Synthese 120 (1):1--18.
    In this paper I examine two aspects of Hempel’s covering-law models of explanation. These are (i) nomic subsumption and (ii) explication by models. Nomic subsumption is the idea that to explain a fact is to show how it falls under some appropriate law. This conception of explanation Hempel explicates using a pair of models, where, in this context, a model is a template or pattern such that if something fits it, then that thing is an explanation. A range of well-known (...)
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  • On the neglect of the philosophy of chemistry.J. van Brakel - 1999 - Foundations of Chemistry 1 (2):111-174.
    In this paper I present a historiography of the recent emergence of philosophy of chemistry. Special attention is given to the interest in this domain in Eastern Europe before the collapse of the USSR. It is shown that the initial neglect of the philosophy of chemistry is due to the unanimous view in philosophy and philosophy of science that only physics is a proper science (to put in Kant's words). More recently, due to the common though incorrect assumption that chemistry (...)
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  • Scientific explanation and the sense of understanding.J. D. Trout - 2002 - Philosophy of Science 69 (2):212-233.
    Scientists and laypeople alike use the sense of understanding that an explanation conveys as a cue to good or correct explanation. Although the occurrence of this sense or feeling of understanding is neither necessary nor sufficient for good explanation, it does drive judgments of the plausibility and, ultimately, the acceptability, of an explanation. This paper presents evidence that the sense of understanding is in part the routine consequence of two well-documented biases in cognitive psychology: overconfidence and hindsight. In light of (...)
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  • The psychology of scientific explanation.J. D. Trout - 2007 - Philosophy Compass 2 (3):564–591.
    Philosophers agree that scientific explanations aim to produce understanding, and that good ones succeed in this aim. But few seriously consider what understanding is, or what the cues are when we have it. If it is a psychological state or process, describing its specific nature is the job of psychological theorizing. This article examines the role of understanding in scientific explanation. It warns that the seductive, phenomenological sense of understanding is often, but mistakenly, viewed as a cue of genuine understanding. (...)
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  • Explaining disease: Correlations, causes, and mechanisms. [REVIEW]Paul Thagard - 1998 - Minds and Machines 8 (1):61-78.
    Why do people get sick? I argue that a disease explanation is best thought of as causal network instantiation, where a causal network describes the interrelations among multiple factors, and instantiation consists of observational or hypothetical assignment of factors to the patient whose disease is being explained. This paper first discusses inference from correlation to causation, integrating recent psychological discussions of causal reasoning with epidemiological approaches to understanding disease causation, particularly concerning ulcers and lung cancer. It then shows how causal (...)
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  • Evolution: Teleology or chance? [REVIEW]F. J. K. Soontiëns - 1991 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 22 (1):133-141.
    Revaluation of the problem of natural teleology seems an important precondition for elucidating our environmental crisis and for formulating an 'econological ethics', because it calls for a recognition of an intrinsic value in nature and organisms. Therefore, it is necessary to show that the concept of natural teleology is not in contradiction with scientific theories, in particular not with the theory of evolution. In this paper I shall argue that there is a fundamental misunderstanding about the concepts of teleology and (...)
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  • Mancanze, omissioni e descrizioni negative.Achille C. Varzi - 2006 - Rivista di Estetica 32 (2):109-127.
    Assuming that events form a genuine ontological category, shall we say that a good inventory of the world ought to include “negative” events—failures, omissions, things that didn’t happen—along with positive ones? I argue that we shouldn’t. Talk of non-occurring events is like talk of non-existing objects and should not be taken at face value. We often speak as though there were such things, but deep down we want our words to be interpreted in such a way as to avoid serious (...)
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  • Understanding induction.John Macnamara - 1991 - British Journal for the Philosophy of Science 42 (1):21-48.
    The paper offers a new understanding of induction in the empirical sciences, one which assimilates it to induction in geometry rather than to statistical inference. To make the point a system of notions, essential to logically sound induction, is defined. Notable among them are arbitrary object and particular property. A second aim of the paper is to bring to light a largely neglected set of assumptions shared by both induction and deduction in the empirical sciences. This is made possible by (...)
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  • Situational determinism in economics.Spiro J. Latsis - 1972 - British Journal for the Philosophy of Science 23 (3):207-245.
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  • Cassirer, Schlick and 'structural' realism: The philosophy of the exact sciences in the background to early logical empiricism.Barry Gower - 2000 - British Journal for the History of Philosophy 8 (1):71 – 106.
    (2000). CASSIRER, SCHLICK AND ‘STRUCTURAL’ REALISM: THE PHILOSOPHY OF THE EXACT SCIENCES IN THE BACKGROUND TO EARLY LOGICAL EMPIRICISM. British Journal for the History of Philosophy: Vol. 8, No. 1, pp. 71-106.
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  • True enough.Catherine Z. Elgin - 2004 - Philosophical Issues 14 (1):113–131.
    Truth is standardly considered a requirement on epistemic acceptability. But science and philosophy deploy models, idealizations and thought experiments that prescind from truth to achieve other cognitive ends. I argue that such felicitous falsehoods function as cognitively useful fictions. They are cognitively useful because they exemplify and afford epistemic access to features they share with the relevant facts. They are falsehoods in that they diverge from the facts. Nonetheless, they are true enough to serve their epistemic purposes. Theories that contain (...)
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  • Explanation; what's it all about?John James Economos - 1971 - Australasian Journal of Philosophy 49 (2):139 – 145.
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  • Supple laws in psychology and biology.Mark Bedau - manuscript
    The nature and status of psychological laws are a long-standing controversy. I will argue that part of the controversy stems from the distinctive nature of an important subset of those laws, which I’ll call “supple laws.” An emergent-model strategy taken by the new interdisciplinary field of artificial life provides a strikingly successful understanding of analogously supple laws in biology. So, after reviewing the failures of the two evident strategies for understanding supple psychological laws, I’ll turn for inspiration to emergent-models explanations (...)
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  • Philosophy and Cognitive Sciences: Proceedings of the 16th International Wittgenstein Symposium (Kirchberg Am Wechsel, Austria 1993).Roberto Casati & Barry Smith (eds.) - 1994 - Vienna: Wien: Hölder-Pichler-Tempsky.
    Online collection of papers by Devitt, Dretske, Guarino, Hochberg, Jackson, Petitot, Searle, Tye, Varzi and other leading thinkers on philosophy and the foundations of cognitive Science. Topics dealt with include: Wittgenstein and Cognitive Science, Content and Object, Logic and Foundations, Language and Linguistics, and Ontology and Mereology.
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  • Levels of explanation in biological psychology.Huib L. de Jong - 2002 - Philosophical Psychology 15 (4):441-462.
    Until recently, the notions of function and multiple realization were supposed to save the autonomy of psychological explanations. Furthermore, the concept of supervenience presumably allows both dependence of mind on brain and non-reducibility of mind to brain, reconciling materialism with an independent explanatory role for mental and functional concepts and explanations. Eliminativism is often seen as the main or only alternative to such autonomy. It gladly accepts abandoning or thoroughly reconstructing the psychological level, and considers reduction if successful as equivalent (...)
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  • (1 other version)The shadows and shallows of explanation.Robert A. Wilson & Frank Keil - 1998 - Minds and Machines 8 (1):137-159.
    We introduce two notions–the shadows and the shallows of explanation–in opening up explanation to broader, interdisciplinary investigation. The shadows of explanation refer to past philosophical efforts to provide either a conceptual analysis of explanation or in some other way to pinpoint the essence of explanation. The shallows of explanation refer to the phenomenon of having surprisingly limited everyday, individual cognitive abilities when it comes to explanation. Explanations are ubiquitous, but they typically are not accompanied by the depth that we might, (...)
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  • How to be Psychologically Relevant.Cynthia Macdonald & Graham F. Macdonald - 1994 - In Cynthia MacDonald & Graham MacDonald (eds.), Philosophy of Psychology: Debates on Psychological Explanation. Blackwell.
    How did I raise my arm? The simple answer is that I raised it as a consequence of intending to raise it. A slightly more complicated response would mention the absence of any factors which would inhibit the execution of the intention- and a more complicated one still would specify the intention in terms of a goal (say, drinking a beer) which requires arm-raising as a means towards that end. Whatever the complications, the simple answer appears to be on the (...)
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  • The multiple realizability argument against reductionism.Elliott Sober - 1999 - Philosophy of Science 66 (4):542-564.
    Reductionism is often understood to include two theses: (1) every singular occurrence that the special sciences can explain also can be explained by physics; (2) every law in a higher-level science can be explained by physics. These claims are widely supposed to have been refuted by the multiple realizability argument, formulated by Putnam (1967, 1975) and Fodor (1968, 1975). The present paper criticizes the argument and identifies a reductionistic thesis that follows from one of the argument's premises.
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  • The physical: Empirical, not metaphysical.J. L. Dowell, & Janice Dowell - 2006 - Philosophical Studies 131 (1):25-60.
    2. The Contingency and A posteriority Constraint: A formulation of the thesis must make physicalism come out contingent and a posteriori. First, physicalism is a contingent truth, if it is a truth. This means that physicalism could have been false, i.e. there are counterfactual worlds in which physicalism is false, for example, counterfactual worlds in which there are miracle -performing angels.[9] Moreover, if physicalism is true, our knowledge of its truth is a posteriori. This is to say that there are (...)
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  • (1 other version)Empiricist versus prototype theories of language acquisition.Nathan Stemmer - 1989 - Mind and Language 4 (3):201-221.
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  • (1 other version)Reductive explanation and the "explanatory gap".Peter Carruthers - 2004 - Canadian Journal of Philosophy 34 (2):153-174.
    Can phenomenal consciousness be given a reductive natural explanation? Exponents of an.
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  • The Threefold Struggle: Pursuing Ecological, Social, and Personal Wellbeing in the Spirit of Daniel Quinn.Andrew Frederick Smith (ed.) - 2022 - SUNY Press.
    We members of settler colonial culture—the latest form of what novelist and cultural critic Daniel Quinn calls Taker culture—are constrained by myriad institutions that leave us with little choice but to engage in practices that are profoundly damaging to the planet, to others, and to ourselves. Our path to living otherwise, Andrew Frederick Smith argues, lies in the threefold struggle, which is inspired by Quinn's focus on the interweaving roots of ecological, social, and personal wellbeing. These three forms of wellbeing (...)
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  • La philosophie pratique.André Lacroix (ed.) - 2020 - Les Presses de l’Université de Laval.
    Le projet philosophique puise ses sources dans la volonté de proposer une explication rationnelle des phénomènes naturels et culturels qui constituent le monde dans lequel l’être humain prend place. Il a servi de trame culturelle à l’Occident et amené le déploiement d’appareils conceptuels où l’on distingue théorie et pratique. On doit toutefois reconnaître qu’une philosophie théorique peut avoir une portée pratique et l’inverse, puisque toute pratique suppose un ancrage théorique pour légitimer la connaissance et les systèmes normatifs à partir desquels (...)
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