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  1. Towards a Benchmark for Scientific Understanding in Humans and Machines.Kristian Gonzalez Barman, Sascha Caron, Tom Claassen & Henk de Regt - 2024 - Minds and Machines 34 (1):1-16.
    Scientific understanding is a fundamental goal of science. However, there is currently no good way to measure the scientific understanding of agents, whether these be humans or Artificial Intelligence systems. Without a clear benchmark, it is challenging to evaluate and compare different levels of scientific understanding. In this paper, we propose a framework to create a benchmark for scientific understanding, utilizing tools from philosophy of science. We adopt a behavioral conception of understanding, according to which genuine understanding should be recognized (...)
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  • LTP Revisited: Reconsidering the Explanatory Power of Synaptic Efficacy.Jonathan Najenson - 2023 - Review of Philosophy and Psychology:1-26.
    Changes in synaptic strength are described as a unifying hypothesis for memory formation and storage, leading philosophers to consider the ‘synaptic efficacy hypothesis’ as a paradigmatic explanation in neuroscience. Craver’s mosaic view has been influential in understanding synaptic efficacy by presenting long-term potentiation as a multi-level mechanism nested within a multi-level structure. This paper argues that the mosaic view fails to fully capture the explanatory power of the synaptic efficacy hypothesis due to assumptions about multi-level mechanisms. I present an alternative (...)
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  • Quantum mechanical atom models, legitimate explanations and mechanisms.Erik Weber, Merel Lefevere & Kristian Gonzalez Barman - 2021 - Foundations of Chemistry 23 (3):407-429.
    The periodic table is one of the best-known systems of classification in science. Because of the information it contains, it raises explanation-seeking questions. Quantum mechanical models of the behaviour of electrons may be seen as providing explanations in response to these questions. In this paper we first address the question ‘Do quantum mechanical models of atoms provide legitimate explanations?’ Because our answer is positive, our next question is ‘Are the explanations provided by quantum mechanical models of atoms mechanistic explanations?’. This (...)
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  • Scientific Explanation and Trade-Offs Between Explanatory Virtues.Alirio Rosales & Adam Morton - 2019 - Foundations of Science 26 (4):1075-1087.
    “Explanation” refers to a wide range of activities, with a family resemblance between them. Most satisfactory explanations in a discipline for a domain fail to satisfy some general desiderata, while fulfilling others. This can happen in various ways. Why? An idealizing response would be to say that in real science explanations fall short along some dimensions, so that for any explanatory failure there is a conceivable improvement that addresses its shortcomings. The improvement may be more accurate causally or possess more (...)
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  • Rethinking unification : unification as an explanatory value in scientific practice.Merel Lefevere - 2018 - Dissertation, University of Ghent
    This dissertation starts with a concise overview of what philosophers of science have written about unification and its role in scientific explanation during the last 50 years to provide the reader with some background knowledge. In order to bring unification back into the picture, I have followed two strategies, resulting respectively in Parts I and II of this dissertation. In Part I the idea of unification is used to refine and enrich the dominant causalmechanist and causal-interventionist accounts of scientific explanation. (...)
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