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  1. A mid-level approach to modeling scientific communities.Audrey Harnagel - 2019 - Studies in History and Philosophy of Science Part A 76:49-59.
    This paper provides an account of mid-level models, which calibrate highly theoretical agent-based models of scientific communities by incorporating empirical information from real-world systems. As a result, these models more closely correspond with real-world communities, and are better suited for informing policy decisions than extant how-possibly models. I provide an exemplar of a mid-level model of science funding allocation that incorporates bibliometric data from scientific publications and data generated from empirical studies of peer review into an epistemic landscape model. The (...)
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  • Inequality and inequity in the emergence of conventions.Calvin Cochran & Cailin O’Connor - 2019 - Politics, Philosophy and Economics 18 (3):264-281.
    Many societies have norms of equity – that those who make symmetric social contributions deserve symmetric rewards. Despite this, there are widespread patterns of social inequity, especially along gender and racial lines. It is often the case that members of certain social groups receive greater rewards per contribution than others. In this article, we draw on evolutionary game theory to show that the emergence of this sort of convention is far from surprising. In simple cultural evolutionary models, inequity is much (...)
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  • Nash, Bargaining and Evolution.Justin P. Bruner - 2021 - Philosophy of Science 88 (5):1185-1198.
    Evolutionary accounts of morality consider behavior in rather simple scenarios. Evolutionary work on fairness focuses on the division of a windfall and, importantly, assumes that the positions of those involved are entirely symmetric. I consider more complicated strategic settings and find that there is a strong tendency for evolution to produce divisions consistent with the so-called Nash bargaining solution. I also uncover the evolutionary importance of comprehensiveness, an often-overlooked feature of division problems.
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  • Cooperation, correlation and the evolutionary dominance of tag-based strategies.Justin P. Bruner - 2021 - Biology and Philosophy 36 (2):1-20.
    Cooperation in the prisoner’s dilemma is possible if interactions are sufficiently correlated. We show that when conditions favorable to the evolution of cooperation hold (rb > c) tag-based strategies dominate. Thus, well-meaning interventions aimed at promoting cooperation may succeed but will often lead to in-group favoritism and ethnocentric behavior. Exploring ways that promote cooperation but do not usher in tag-based strategies should be a focal point of future work on the evolution of cooperation.
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  • Jury Theorems for Peer Review.Marcus Arvan, Liam Kofi Bright & Remco Heesen - forthcoming - British Journal for the Philosophy of Science.
    Peer review is often taken to be the main form of quality control on academic research. Usually journals carry this out. However, parts of maths and physics appear to have a parallel, crowd-sourced model of peer review, where papers are posted on the arXiv to be publicly discussed. In this paper we argue that crowd-sourced peer review is likely to do better than journal-solicited peer review at sorting papers by quality. Our argument rests on two key claims. First, crowd-sourced peer (...)
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  • Exploring by Believing.Sara Aronowitz - 2021 - Philosophical Review 130 (3):339-383.
    Sometimes, we face choices between actions most likely to lead to valuable outcomes, and actions which put us in a better position to learn. These choices exemplify what is called the exploration/exploitation trade-off. In computer science and psychology, this trade-off has fruitfully been applied to modulating the way agents or systems make choices over time. This article extends the trade-off to belief. We can be torn between two ways of believing, one of which is expected to be more accurate in (...)
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  • Social Epistemology.Cailin O'Connor, Sanford Goldberg & Alvin Goldman - 2024 - Stanford Encyclopedia of Philosophy.
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  • Social epistemology.Alvin Goldman - 2006 - Stanford Encyclopedia of Philosophy.
    Social epistemology is the study of the social dimensions of knowledge or information. There is little consensus, however, on what the term "knowledge" comprehends, what is the scope of the "social", or what the style or purpose of the study should be. According to some writers, social epistemology should retain the same general mission as classical epistemology, revamped in the recognition that classical epistemology was too individualistic. According to other writers, social epistemology should be a more radical departure from classical (...)
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  • Social epistemology.Alvin I. Goldman - 2001 - Stanford Encyclopedia of Philosophy.
    Social epistemology is the study of the social dimensions of knowledge or information. There is little consensus, however, on what the term "knowledge" comprehends, what is the scope of the "social", or what the style or purpose of the study should be. According to some writers, social epistemology should retain the same general mission as classical epistemology, revamped in the recognition that classical epistemology was too individualistic. According to other writers, social epistemology should be a more radical departure from classical (...)
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  • Updating on Biased Probabilistic Testimony.Leander Vignero - 2024 - Erkenntnis 89 (2):567-590.
    In this paper, I use a framework from computational linguistics, the Rational Speech Act framework, to model deceptive probabilistic communication. This account allows agents to discount for the biases they perceive their interlocutors to have. This way, agents can update their credences with the perceived interests of others in mind.
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  • Structural Inequality in Collaboration Networks.Rafael Ventura - 2022 - Philosophy of Science:1-28.
    Recent models of scientific collaboration show that minorities can end up at a disadvantage in bargaining scenarios. However, these models presuppose the existence of social categories. Here, we present a model of scientific collaboration in which inequality arises in the absence of social categories. We assume that all agents are identical except for the position that they occupy in the collaboration network. We show that inequality arises in the absence of social categories. We also show that this is due to (...)
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  • Priority and privilege in scientific discovery.Mike D. Schneider & Hannah Rubin - 2021 - Studies in History and Philosophy of Science Part A 89 (C):202-211.
    The priority rule in science has been interpreted as a behavior regulator for the scientific community, which benefits society by adequately structuring the distribution of intellectual labor across pre-existing research programs. Further, it has been lauded as part of society's "grand reward scheme" because it fairly rewards people for the benefits they produce. But considerations about how news of scientific developments spreads throughout a scientific community at large suggest that the priority rule is something else entirely, which can disadvantage historically (...)
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  • When Is Similarity-Biased Social Learning Adaptively Advantageous?Daniel Saunders - forthcoming - British Journal for the Philosophy of Science.
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  • Discrimination and Collaboration in Science.Hannah Rubin & Cailin O’Connor - 2018 - Philosophy of Science 85 (3):380-402.
    We use game theoretic models to take an in-depth look at the dynamics of discrimination and academic collaboration. We find that in collaboration networks, small minority groups may be more likely to end up being discriminated against while collaborating. We also find that discrimination can lead members of different social groups to mostly collaborate with in-group members, decreasing the effective diversity of the social network. Drawing on previous work, we discuss how decreases in the diversity of scientific collaborations might negatively (...)
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  • What Composition of High-Energy Physics Collaborations is Epistemically Optimal?Vitaly Pronskikh - 2022 - Social Epistemology 36 (4):502-515.
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  • The emergence of intersectional disadvantage.Cailin O’Connor, Liam Kofi Bright & Justin P. Bruner - 2019 - Social Epistemology 33 (1):23-41.
    Intersectionality theory explores the special sorts of disadvantage that arise as the result of occupying multiple disadvantaged demographic categories. One significant methodological problem for the quantitative study of intersectionality is the difficulty of acquiring data sets large enough to produce significant results when one is looking for intersectional effects. For this reason, we argue, simulation methods may be particularly useful to this branch of theorizing because they can generate precise predictions and causal dependencies in a relatively cheap way, and can (...)
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  • Invariance and Symmetry in Evolutionary Dynamics.Simon M. Huttegger, Hannah Rubin & Kevin J. S. Zollman - 2021 - American Philosophical Quarterly 58 (1):63-78.
    The concept of fitness is central to evolutionary biology. Models of evolutionary change typically use some quantity called “fitness” which measures an organism’s reproductive success. But what exactly does it mean that fitness is such a measure? In what follows, we look at the interplay between abstract evolutionary models and quantitative measures of fitness and develop a measurement-theoretic perspective on fitness in order to explore what makes certain measures of fitness significant.
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  • Editorial introduction to the Topical Issue “Computer Modeling in Philosophy”.Patrick Grim - 2019 - Open Philosophy 2 (1):653-656.
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  • Gender-based homophily in collaborations across a heterogeneous scholarly landscape.Y. Samuel Wang, Carole J. Lee, Jevin D. West, Carl T. Bergstrom & Elena A. Erosheva - 2023 - PLoS ONE 18 (4):e0283106.
    Using the corpus of JSTOR articles, we investigate the role of gender in collaboration patterns across the scholarly landscape by analyzing gender-based homophily--the tendency for researchers to co-author with individuals of the same gender. For a nuanced analysis of gender homophily, we develop methodology necessitated by the fact that the data comprises heterogeneous sub-disciplines and that not all authorships are exchangeable. In particular, we distinguish three components of gender homophily in collaborations: a structural component that is due to demographics and (...)
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  • Power by Association.Travis Lacroix & Cailin O'Connor - manuscript
    We use tools from evolutionary game theory to examine how power might influence the cultural evolution of inequitable norms between discernible groups in a population of otherwise identical individuals. Similar extant models always assume that power is homogeneous across a social group. As such, these models fail to capture situations where individuals who are not themselves disempowered nonetheless end up disadvantaged in bargaining scenarios by dint of their social group membership. Thus, we assume that there is heterogeneity in the groups (...)
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