Hostname: page-component-84b7d79bbc-dwq4g Total loading time: 0 Render date: 2024-07-27T02:40:42.813Z Has data issue: false hasContentIssue false

A Defense of Low-Probability Scientific Explanations

Published online by Cambridge University Press:  01 January 2022

Abstract

I evaluate the plausibility of explanatory elitism, the view that a good scientific explanation of an outcome will show that it was highly probable. I consider an argument from Michael Strevens that elitism is the only view that can account for the historical acceptance of probabilistic theories in physics. I argue that biology provides better test cases for evaluating elitism and conclude that theories in that domain were favored in virtue of conferring correct, and not necessarily high, probabilities on outcomes.

Type
Articles
Copyright
Copyright © The Philosophy of Science Association

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Footnotes

I would like to thank several anonymous reviewers and the editors of this journal for their guidance in shaping this article. For helpful comments on earlier drafts, I would like to thank Elliott Sober; Naftali Weinberger; audiences at Syracuse, Cornell, Rochester, and Wisconsin; and participants at the Venice Seminar on Causal and Explanatory Reasoning and the Philosophy of Biology at Madison Workshop.

References

Bateson, William. 1913. Mendel’s Principles of Heredity. Cambridge: Cambridge University Press.CrossRefGoogle Scholar
Bateson, William, and Saunders, E. R. 1902. “The Facts of Heredity in Light of Mendel’s Discovery.” Reports to the Evolution Committee of the Royal Society 1:125–60.Google Scholar
Beatty, John. 2006. “Replaying Life’s Tape.” Journal of Philosophy 7:336–62.Google Scholar
Bulmer, Michael. 1998. “Galton’s Law of Ancestral Heredity.” Heredity 81:579–85.CrossRefGoogle ScholarPubMed
Bulmer, Michael. 1999. “The Development of Francis Galton’s Ideas on the Mechanism of Heredity.” Journal of the History of Biology 32:263–92.CrossRefGoogle ScholarPubMed
Cabrera, Frank. 2017. “Can There Be a Bayesian Explanationism? On the Prospects of a Productive Partnership.” Synthese 194 (4): 1245–72.CrossRefGoogle Scholar
Emery, Nina. 2015. “Chance, Possibility, and Explanation.” British Journal for the Philosophy of Science 66 (1): 95120.CrossRefGoogle Scholar
Franklin, Allen. 2008. “The Mendel-Fisher Controversy.” In Ending the Mendel-Fisher Controversy, ed. Franklin, Allen, Edwards, W. F., Fairbanks, Daniel J., and Hartl, Daniel L., 177. Pittsburgh: University of Pittsburgh Press.CrossRefGoogle Scholar
Galton, Francis. 1897. “The Average Contribution of Each Several Ancestor to the Total Heritage of the Offspring.” Proceedings of the Royal Society of London 61:401–13.Google Scholar
Gould, Stephen J. 1989. Wonderful Life: The Burgess Shale and the Nature of History. New York: Norton.Google Scholar
Hartmann, Stephan, and Schupbach, Jonah N. 2010. Review of Depth: An Account of Scientific Explanation, by Michael Strevens. Notre Dame Philosophical Reviews 6 (38).Google Scholar
Helgeson, Casey. 2013. “Diverse Evidence, Independent Evidence, and Darwin’s Arguments from Anatomy and Biogeography.” PhD diss., University of Wisconsin–Madison.Google Scholar
Hempel, Carl G. 1962. “Deductive-Nomological vs. Statistical Explanation.” Minnesota Studies in the Philosophy of Science 3:98169.Google Scholar
Jeffrey, Richard C. 1969. “Statistical Explanation vs. Statistical Inference.” In Essays in Honor of Carl G. Hempel, ed. Rescher, Nicholas, 104–13. Dordrecht: Springer.Google Scholar
Johannsen, Wilhelm. 1911. “The Genotype Conception of Heredity.” American Naturalist 45:129–59.CrossRefGoogle Scholar
Kuhn, Thomas. 1962. The Structure of Scientific Revolutions. Chicago: University of Chicago Press.Google Scholar
Leuridan, Bert. 2007. “Galton’s Blinding Glasses: Modern Statistics Hiding Causal Structure in Early Theories of Inheritance.” In Causality and Probability in the Sciences, ed. Russo, Frederica and Williamson, Jon, 243–62. London: College.Google Scholar
Mendel, Gregor. 1866/1913. “Experiments on Plant Hybrids.” Repr. in Mendel’s Principles of Heredity, ed. and trans. Bateson, William, 335–79. Cambridge: Cambridge University Press.Google Scholar
Morrison, Margaret. 2002. “Modelling Populations: Pearson and Fisher on Mendelism and Biometry.” British Journal for the Philosophy of Science 53 (1): 3968.CrossRefGoogle Scholar
Nagel, Thomas. 2012. Mind and Cosmos: Why the Materialist Neo-Darwinian Conception of Nature Is Almost Certainly False. Oxford: Oxford University Press.CrossRefGoogle Scholar
Norton, Bernard. 1975. “Metaphysics and Population Genetics: Karl Pearson and the Background to Fisher’s Multi-Factorial Theory of Inheritance.” Annals of Science 32:537–53.CrossRefGoogle Scholar
Salmon, Wesley. 1971. “Statistical Explanation.” In Statistical Explanation and Statistical Relevance, ed. Salmon, W., 2987. Pittsburgh: University of Pittsburgh Press.CrossRefGoogle Scholar
Salmon, Wesley. 1990. Four Decades of Scientific Explanation. Minneapolis: University of Minnesota Press.Google Scholar
Skow, Bradford. 2014. “The Role of Chance in Explanation.” Australasian Journal of Philosophy 92:103–23.CrossRefGoogle Scholar
Sober, Elliott. 2003. “Two Uses of Unification.” In Institute Vienna Circle Yearbook, 2002, ed. Stadler, F., 205–15. Dordrecht: Kluwer.Google Scholar
Sober, Elliott. 2008. Evidence and Evolution: The Logic Behind the Science. Cambridge: Cambridge University Press.CrossRefGoogle Scholar
Strevens, Michael. 2000. “Do Large Probabilities Explain Better?Philosophy of Science 67:366–90.CrossRefGoogle Scholar
Strevens, Michael. 2008. Depth: An Account of Scientific Explanation. Cambridge, MA: Harvard University Press.Google Scholar
Sturtevant, Alfred Henry. 1965. A History of Genetics. New York: Harper & Row.Google Scholar
Walsh, Denis, Lewens, Tim, and Ariew, André. 2002. “The Trials of Life: Natural Selection and Random Drift.” Philosophy of Science 69 (3): 452–73.CrossRefGoogle Scholar
White, Roger. 2007. “Does Origins of Life Research Rest on a Mistake?Noûs 41 (3): 453–77.CrossRefGoogle Scholar