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Minnesota studies in the philosophy of science Vol. XIII: Scientific Explanation

MINNEAPOLIS: UNIVERSITY OF MINNESOTA PRESS (1989)

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  1. Introduction: Scientific Explanation Beyond Causation.Alexander Reutlinger & Juha Saatsi - 2018 - In Alexander Reutlinger & Juha Saatsi (eds.), Explanation Beyond Causation: Philosophical Perspectives on Non-Causal Explanations. Oxford, United Kingdom: Oxford University Press.
    This is an introduction to the volume "Explanation Beyond Causation: Philosophical Perspectives on Non-Causal Explanations", edited by A. Reutlinger and J. Saatsi (OUP, forthcoming in 2017). -/- Explanations are very important to us in many contexts: in science, mathematics, philosophy, and also in everyday and juridical contexts. But what is an explanation? In the philosophical study of explanation, there is long-standing, influential tradition that links explanation intimately to causation: we often explain by providing accurate information about the causes of the (...)
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  • Decision theory, intelligent planning and counterfactuals.Michael John Shaffer - 2008 - Minds and Machines 19 (1):61-92.
    The ontology of decision theory has been subject to considerable debate in the past, and discussion of just how we ought to view decision problems has revealed more than one interesting problem, as well as suggested some novel modifications of classical decision theory. In this paper it will be argued that Bayesian, or evidential, decision-theoretic characterizations of decision situations fail to adequately account for knowledge concerning the causal connections between acts, states, and outcomes in decision situations, and so they are (...)
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  • Supervenience and Singular Causal Statements.James Woodward - 1990 - Royal Institute of Philosophy Supplement 27:211-246.
    In his recent book, Causation: A Realistic Approach , Michael Tooley discusses the following thesis, which he calls the ‘thesis of the Humean Supervenience of Causal Relations’: The truth values of all singular causal statements are logically determined by the truth values of statements of causal laws, together with the truth values of non-causal statements about particulars . represents one version of the ‘Humean’ idea that there is no more factual content to the claim that two particular events are causally (...)
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  • Induction and inference to the best explanation.Ruth Weintraub - 2013 - Philosophical Studies 166 (1):203-216.
    In this paper I adduce a new argument in support of the claim that IBE is an autonomous form of inference, based on a familiar, yet surprisingly, under-discussed, problem for Hume’s theory of induction. I then use some insights thereby gleaned to argue for the claim that induction is really IBE, and draw some normative conclusions.
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  • Models of intentional explanation.Robrecht Vanderbeeken - 2004 - Philosophical Explorations 7 (3):233 – 246.
    The controversy about intentional explanation of action concerns how these explanations work. What kind of model allows us to capture the dependency or relevance relation between the explanans, i.e. the beliefs and desires of the agent, and the explanandum, i.e. the action? In this paper, I argue that the causal mechanical model can do the job. Causal mechanical intentional explanations consist in a reference to the mechanisms of practical reasoning of the agent that motivated the agent to act, i.e. to (...)
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  • Explaining understanding (or understanding explanation).Wesley Van Camp - 2014 - European Journal for Philosophy of Science 4 (1):95-114.
    In debates about the nature of scientific explanation, one theme repeatedly arises: that explanation is about providing understanding. However, the concept of understanding has only recently been explored in any depth, and this paper attempts to introduce a useful concept of understanding to that literature and explore it. Understanding is a higher level cognition, the recognition of connections between various pieces of knowledge. This conception can be brought to bear on the conceptual issues that have thus far been unclear in (...)
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  • Understanding and the Norm of Explanation.John Turri - 2015 - Philosophia 43 (4):1171-1175.
    I propose and defend the hypothesis that understanding is the norm of explanation. On this proposal, an explanation should express understanding. I call this the understanding account of explanation. The understanding account is supported by social and introspective observations. It is also supported by the relationship between knowledge and understanding, on the one hand, and assertion and explanation, on the other.
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  • The past vs. the tiny: historical science and the abductive arguments for realism.Derek D. Turner - 2004 - Studies in History and Philosophy of Science Part A 35 (1):1-17.
    Scientific realism is fundamentally a view about unobservable things, events, processes, and so on, but things can be unobservable either because they are tiny or because they are past. The familiar abductive arguments for scientific realism lend more justification to scientific realism about the tiny than to realism about the past. This paper examines both the “basic” abductive arguments for realism advanced by philosophers such as Ian Hacking and Michael Devitt, as well as Richard Boyd’s version of the inference to (...)
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  • The Reduction of Causal Processes.Mariam Thalos - 2002 - Synthese 131 (1):99-128.
    The principle that causes always render their effects more likely is fundamental to the enterprise of reducing facts of causation to facts about (objective) chances. This reductionist enterprise faces famous difficulties in accommodating common-sense intuitions about causal processes, if it insists on cashing out causal processes in terms of streams of events in which every event that belongs to the stream is a cause of the adjoining event downstream of it. I shall propose modifications to this way of cashing out (...)
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  • Explanation is a Genus: An Essay on the Varieties of Scientific Explanation.Mariam Thalos - 2002 - Synthese 130 (3):317-354.
    I shall endeavor to show that every physical theory since Newton explains without drawing attention to causes–that, in other words, physical theories as physical theories aspire to explain under an ideal quite distinct from that of causal explanation. If I am right, then even if sometimes the explanations achieved by a physical theory are not in violation of the standard of causal explanation, this is purely an accident. For physical theories, as I will show, do not, as such, aim at (...)
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  • Stochastic independence, causal independence, and shieldability.Wolfgang Spohn - 1980 - Journal of Philosophical Logic 9 (1):73 - 99.
    The aim of the paper is to explicate the concept of causal independence between sets of factors and Reichenbach's screening-off-relation in probabilistic terms along the lines of Suppes' probabilistic theory of causality (1970). The probabilistic concept central to this task is that of conditional stochastic independence. The adequacy of the explication is supported by proving some theorems about the explicata which correspond to our intuitions about the explicanda.
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  • In defence of exploitation.Justin Schwartz - 1995 - Economics and Philosophy 11 (2):275--307.
    Roemer's attempt to undermine the normative reasons that Marxists have thought exploitation important (domination, alienation, and inequality) is vitiated by several crucial errors. First, Roemer ignores the dimension of freedom which is Marx's main concern and replaces it with an interest in justice, which Marx rejected. This leads him to misconstrue the nature of exploitation as Marx understands it. Second, his procedure for disconnecting these evils from exploitation, or denying their importance, involves the methodological assumption that exploitation must strictly imply (...)
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  • Theoretical Explanation.R. I. G. Hughes - 1993 - Midwest Studies in Philosophy 18 (1):132-153.
  • Does the Counterfactual Theory of Explanation Apply to Non-Causal Explanations in Metaphysics?Alexander Reutlinger - 2016 - European Journal for Philosophy of Science:1-18.
    In the recent philosophy of explanation, a growing attention to and discussion of non-causal explanations has emerged, as there seem to be compelling examples of non-causal explanations in the sciences, in pure mathematics, and in metaphysics. I defend the claim that the counterfactual theory of explanation (CTE) captures the explanatory character of both non-causal scientific and metaphysical explanations. According to the CTE, scientific and metaphysical explanations are explanatory by virtue of revealing counterfactual dependencies between the explanandum and the explanans. I (...)
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  • Explanation beyond causation? New directions in the philosophy of scientific explanation.Alexander Reutlinger - 2017 - Philosophy Compass 12 (2):e12395.
    In this paper, I aim to provide access to the current debate on non-causal explanations in philosophy of science. I will first present examples of non-causal explanations in the sciences. Then, I will outline three alternative approaches to non-causal explanations – that is, causal reductionism, pluralism, and monism – and, corresponding to these three approaches, different strategies for distinguishing between causal and non-causal explanation. Finally, I will raise questions for future research on non-causal explanations.
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  • Knowledge, Understanding and Epistemic Value.Duncan Pritchard - 2009 - Royal Institute of Philosophy Supplement 64:19-43.
    It is argued that a popular way of accounting for the distinctive value of knowledge by appeal to the distinctive value of cognitive achievements fails because it is a mistake to identify knowledge with cognitive achievements. Nevertheless, it is claimed that understanding, properly conceived, is a type of cognitive achievement, and thus that the distinctive value of cognitive achievements can explain why understanding is of special value.
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  • Mechanisms and Model-Based Functional Magnetic Resonance Imaging.Mark Povich - 2015 - Philosophy of Science 82 (5):1035-1046.
    Mechanistic explanations satisfy widely held norms of explanation: the ability to manipulate and answer counterfactual questions about the explanandum phenomenon. A currently debated issue is whether any nonmechanistic explanations can satisfy these explanatory norms. Weiskopf argues that the models of object recognition and categorization, JIM, SUSTAIN, and ALCOVE, are not mechanistic yet satisfy these norms of explanation. In this article I argue that these models are mechanism sketches. My argument applies recent research using model-based functional magnetic resonance imaging, a novel (...)
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  • The Child as Parent of The Scientist.Philip Kitcher - 1988 - Mind and Language 3 (3):217-228.
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  • How General Do Theories of Explanation Need To Be?Bernhard Nickel - 2010 - Noûs 44 (2):305-328.
    Theories of explanation seek to tell us what distinctively explanatory information is. The most ambitious ones, such as the DN-account, seek to tell us what an explanation is, tout court. Less ambitious ones, such as causal theories, restrict themselves to a particular domain of inquiry. The least ambitious theories constitute outright skepticism, holding that there is no reasonably unified phenomenon to give an account of. On these views, it is impossible to give any theories of explanation at all. I argue (...)
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  • The debate between current versions of covariation and mechanism approaches to causal inference.George L. Newsome - 2003 - Philosophical Psychology 16 (1):87 – 107.
    Current psychological research on causal inference is dominated by two basic approaches: the covariation approach and the mechanism approach. This article reviews these two approaches, evaluates the contributions and limitations of each approach, and suggests how these approaches might be integrated into a more comprehensive framework. Covariation theorists assume that cognizers infer causal relations from conditional probabilities computed over samples of multiple events, but they do not provide an adequate account of how cognizers constrain their search for candidate causes and (...)
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  • Feminist Philosophy of Science.Lynn Hankinson Nelson - 2002 - In Peter Machamer & Michael Silberstein (eds.), The Blackwell Guide to the Philosophy of Science. Oxford, UK: Blackwell. pp. 312–331.
    This chapter contains sections titled: Highlights of Past Literature Current Work Future Work.
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  • Naturalism and psychological explanation.Paul K. Moser - 1994 - Philosophical Psychology 7 (1):63-84.
    This article explores the possibility of naturalized theory of action. It distinguishes ontological naturalism from conceptual naturalism, and asks whether a defensible theory of action can be either ontologically or conceptually naturalistic. The distinction between conditions for an ontology and conditions for a concept receives support from Donald Davidson's identification of two modes of explanation for action: rational and physical causal explanation. Davidson's action theory provides a naturalized ontology for action theory, but not a naturalized concept of intentional action. This (...)
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  • For a bayesian account of indirect confirmation.Luca Moretti - 2002 - Dialectica 56 (2):153–173.
    [NOTE: I WROTE THIS PAPER BEFORE STARTING MY PhD. SO DON'T EXPECT TOO MUCH.] Laudan and Leplin have argued that empirically equivalent theories can elude underdetermination by resorting to indirect confirmation. Moreover, they have provided a qualitative account of indirect confirmation that Okasha has shown to be incoherent. In this paper, I develop Kukla's recent contention that indirect confirmation is grounded in the probability calculus. I provide a Bayesian rule to calculate the probability of a hypothesis given indirect evidence. I (...)
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  • Some comments on the projectibility of anthropological hypotheses: Samoa briefly revisited.Steven J. Miller & Marcel Fredericks - 1989 - Erkenntnis 30 (3):279 - 299.
    The purpose of this article is to examine the applicability of the theory of projection for Anthropological hypotheses. The claim is made that Goodman's classic statement of the problem does not apply in its entirety to actual Anthropological hypotheses. The recent Freeman-Mead debate is employed as a framework for the discussion, illustrating that the issue of projectibility, while central for the social sciences, is best used as a backdrop to illustrate several important methodological problems. For Anthropology, and other related social (...)
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  • Explanation and the Nature of Scientific Knowledge.Kevin McCain - 2015 - Science & Education 24 (7-8):827-854.
    Explaining phenomena is a primary goal of science. Consequently, it is unsurprising that gaining a proper understanding of the nature of explanation is an important goal of science education. In order to properly understand explanation, however, it is not enough to simply consider theories of the nature of explanation. Properly understanding explanation requires grasping the relation between explanation and understanding, as well as how explanations can lead to scientific knowledge. This article examines the nature of explanation, its relation to understanding, (...)
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  • Reply to comments on science and the pursuit of wisdom.Nicholas Maxwell - 2010 - Philosophia 38 (4):667-690.
    In this article I reply to comments made by Agustin Vicente and Giridhari Lal Pandit on Science and the Pursuit of Wisdom (McHenry 2009 ). I criticize analytic philosophy, go on to expound the argument for the need for a revolution in academic inquiry so that the basic aim becomes wisdom and not just knowledge, defend aim-oriented empiricism, outline my solution to the human world/physical universe problem, and defend the thesis that free will is compatible with physicalism.
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  • What’s Right with a Syntactic Approach to Theories and Models?Sebastian Lutz - 2010 - Erkenntnis (S8):1-18.
    Syntactic approaches in the philosophy of science, which are based on formalizations in predicate logic, are often considered in principle inferior to semantic approaches, which are based on formalizations with the help of structures. To compare the two kinds of approach, I identify some ambiguities in common semantic accounts and explicate the concept of a structure in a way that avoids hidden references to a specific vocabulary. From there, I argue that contrary to common opinion (i) unintended models do not (...)
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  • Models and theories II: Issues and applications.Chuang Liu - 1998 - International Studies in the Philosophy of Science 12 (2):111 – 128.
    This paper is the second of a two-part series on models and theories, the first of which appeared in International Studies in the Philosophy of Science, Vol. 11, No. 2, 1997. It further explores some of themes of the first paper and examines applications, including: the relations between “similarity” and “isomorphism”, and between “model” and “interpretation”, and the notion of structural explanation.
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  • Laws of nature, cosmic coincidences and scientific realism.Marc Lange - 1996 - Australasian Journal of Philosophy 74 (4):614 – 638.
  • The logic of how-questions.William Jaworski - 2009 - Synthese 166 (1):133 - 155.
    Philosophers and scientists are concerned with the why and the how of things. Questions like the following are so much grist for the philosopher’s and scientist’s mill: How can we be free and yet live in a deterministic universe?, How do neural processes give rise to conscious experience?, Why does conscious experience accompany certain physiological events at all?, How is a three-dimensional perception of depth generated by a pair of two-dimensional retinal images?. Since Belnap and Steel’s pioneering work on the (...)
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  • Frege on the Generality of Logical Laws.Jim Hutchinson - 2020 - European Journal of Philosophy (2):1-18.
    Frege claims that the laws of logic are characterized by their “generality,” but it is hard to see how this could identify a special feature of those laws. I argue that we must understand this talk of generality in normative terms, but that what Frege says provides a normative demarcation of the logical laws only once we connect it with his thinking about truth and science. He means to be identifying the laws of logic as those that appear in every (...)
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  • A New Garber-Style Solution to the Problem of Old Evidence.Stephan Hartmann & Branden Fitelson - 2015 - Philosophy of Science 82 (4):712-717.
    In this discussion note, we explain how to relax some of the standard assumptions made in Garber-style solutions to the Problem of Old Evidence. The result is a more general and explanatory Bayesian approach.
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  • Why Study History? On Its Epistemic Benefits and Its Relation to the Sciences.Stephen R. Grimm - 2017 - Philosophy 92 (3):399-420.
    I try to return the focus of the philosophy of history to the nature of understanding, with a particular emphasis on Louis Mink’s project of exploring how historical understanding compares to the understanding we find in the natural sciences. On the whole, I come to a conclusion that Mink almost certainly would not have liked: that the understanding offered by history has a very similar epistemic profile to the understanding offered by the sciences, a similarity that stems from the fact (...)
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  • The Value of Understanding.Stephen Grimm - 2012 - Philosophy Compass 7 (2):103-117.
    Over the last several years a number of leading philosophers – including Catherine Elgin, Linda Zagzebski, Jonathan Kvanvig, and Duncan Pritchard – have grown increasingly dissatisfied with the contemporary focus on knowledge in epistemology and have attempted to “recover” the notion of understanding. According to some of these philosophers, in fact, understanding deserves not just to be recovered, but to supplant knowledge as the focus of epistemological inquiry. This entry considers some of the main reasons why philosophers have taken understanding (...)
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  • How Understanding People Differs from Understanding the Natural World.Stephen R. Grimm - 2016 - Philosophical Issues 26 (1):209-225.
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  • Grounding the big picture.Patrick Forber - 2005 - Biology and Philosophy 20 (4):913-923.
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  • Einstein’s theory of theories and types of theoretical explanation.Francisco Flores - 1999 - International Studies in the Philosophy of Science 13 (2):123 – 134.
    In this paper I draw on Einstein's distinction between “principle” and “constructive” theories to isolate two levels of physical theory that can be found in both classical and (special) relativistic physics. I then argue that when we focus on theoretical explanations in physics, i.e. explanations of physical laws, the two leading views on explanation, Salmon's “bottom-up” view and Kitcher's “top-down” view, accurately describe theoretical explanations for a given level of theory. I arrive at this conclusion through an analysis of explanations (...)
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  • Understanding Brute Facts.Ludwig Fahrbach - 2005 - Synthese 145 (3):449-466.
    Brute facts are facts that have no explanation. If we come to know that a fact is brute, we obviously don’t get an explanation of that fact. Nevertheless, we do make some sort of epistemic gain. In this essay, I give an account of that epistemic gain, and suggest that the idea of brute facts allows us to distinguish between the notion of explanation and the notion of understanding. I also discuss Eric Barnes’ (1994) attack on Friedman’s (1974) version of (...)
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  • Knowledge of things.Matt Duncan - 2020 - Synthese 197 (8):3559-3592.
    As I walk into a restaurant to meet up with a friend, I look around and see all sorts of things in my immediate environment—tables, chairs, people, colors, shapes, etc. As a result, I know of these things. But what is the nature of this knowledge? Nowadays, the standard practice among philosophers is to treat all knowledge, aside maybe from “know-how”, as propositional. But in this paper I will argue that this is a mistake. I’ll argue that some knowledge is (...)
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  • An empiricist defence of the causal account of explanation.Phil Dowe - 1992 - International Studies in the Philosophy of Science 6 (2):123 – 128.
    Abstract Kitcher (1989) and others have criticized Salmon's (1984) causal account of explanation on the grounds that it is epistemologically inadequate. The difficulty is that Salmon's principle of ?mark transmission? fails to achieve its intended purpose, namely to distinguish causal processes from other types of processes. This renders Salmon's account of causality epistemically inaccessible. In this paper that critique is reviewed and developed, and a modification to Salmon's theory, the ?conserved?quantity? theory (Dowe, 1992) is presented. This theory is shown to (...)
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  • Communist Conventions for Deductive Reasoning.Sinan Dogramaci - 2013 - Noûs 49 (4):776-799.
    In section 1, I develop epistemic communism, my view of the function of epistemically evaluative terms such as ‘rational’. The function is to support the coordination of our belief-forming rules, which in turn supports the reliable acquisition of beliefs through testimony. This view is motivated by the existence of valid inferences that we hesitate to call rational. I defend the view against the worry that it fails to account for a function of evaluations within first-personal deliberation. In the rest of (...)
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  • Feminist Philosophy and the Genetic Fallacy.Margaret A. Crouch - 1991 - Hypatia 6 (2):104 - 117.
    Feminist philosophy seems to conflict with traditional philosophical methodology. For example, some uses of the concept of gender by feminist philosophers seem to commit the genetic fallacy. I argue that use of the concept of gender need not commit the genetic fallacy, but that the concept of gender is problematic on other grounds.
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  • Are More Details Better? On the Norms of Completeness for Mechanistic Explanations.Carl F. Craver & David M. Kaplan - 2020 - British Journal for the Philosophy of Science 71 (1):287-319.
    Completeness is an important but misunderstood norm of explanation. It has recently been argued that mechanistic accounts of scientific explanation are committed to the thesis that models are complete only if they describe everything about a mechanism and, as a corollary, that incomplete models are always improved by adding more details. If so, mechanistic accounts are at odds with the obvious and important role of abstraction in scientific modelling. We respond to this characterization of the mechanist’s views about abstraction and (...)
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  • 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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  • Reductive Explanation and the "Explanatory Gap".Peter Carruthers - 2004 - Canadian Journal of Philosophy 34 (2):153-173.
    Can phenomenal consciousness be given a reductive natural explanation? Exponents of an ‘explanatory gap’ between physical, functional and intentional facts, on the one hand, and the facts of phenomenal consciousness, on the other, argue that there are reasons of principle why phenomenal consciousness cannot be reductively explained: Jackson, ; Levine,, ; McGinn ; Sturgeon, ; Chalmers,. Some of these writers claim that the existence of such a gap would warrant a belief in some form of ontological dualism, whereas others argue (...)
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  • Trustworthiness in explanation: The obligation to explain well.Sheralce Brindell - 2000 - Science and Engineering Ethics 6 (3):351-364.
    ‘Scientific integrity’ certainly requires that data and references be beyond reproach. However, issues within the theory of scientific explanation suggest that there may be more to it than just this. While it is true that some contemporary, pragmatic analyses of explanation suffer from the ‘problem of relevance’, it does not seem to be true that the addition of formal, metaphysical constraints is necessary to solve this problem. I argue that, when viewed as requests for help with an epistemic problem, explanation (...)
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  • Difference-making and deterministic chance.Harjit Bhogal - 2020 - Philosophical Studies 178 (7):2215-2235.
    Why do we value higher-level scientific explanations if, ultimately, the world is physical? An attractive answer is that physical explanations often cite facts that don’t make a difference to the event in question. I claim that to properly develop this view we need to commit to a type of deterministic chance. And in doing so, we see the theoretical utility of deterministic chance, giving us reason to accept a package of views including deterministic chance.
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  • Inference to the loveliest explanation.Eric Barnes - 1995 - Synthese 103 (2):251 - 277.
  • Exemplars, models and principles in classical genetics.Pablo Lorenzano - 2005 - In José Luis Falguera, Concha Martínez & José Miguel Sagüillo (eds.), Current Topics in Logic and Analytic Philosophy/Temas actuales de Lógica y Filosofía Analítica. University of Santiago de Compostela. pp. 89-102.
    Taking as starting point Kuhn’s analysis of science textbooks and its application to Sinnott and Dunn’s (1925), it will be discussed the problem of the existence of laws in biology. In particular, it will be showed, in accordance with the proposals of Darden (1991) and Schaffner (1980, 1986, 1993), the relevance of the exemplars, diagrammatically or graphically represented, in the way in which is carried out the teaching and learning process of classical genetics, inasmuch as the information contained in them, (...)
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