- SIDEs: Separating Idealization from Deceptive ‘Explanations’ in xAI.Emily Sullivan - forthcoming - Proceedings of the 2024 Acm Conference on Fairness, Accountability, and Transparency.details
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Explanation Hacking: The perils of algorithmic recourse.E. Sullivan & Atoosa Kasirzadeh - forthcoming - In Juan Manuel Durán & Giorgia Pozzi (eds.), Philosophy of science for machine learning: Core issues and new perspectives. Springer.details
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Describing model relations: The case of the capital asset pricing model (CAPM) family in financial economics.Melissa Vergara-Fernández, Conrad Heilmann & Marta Szymanowska - 2023 - Studies in History and Philosophy of Science Part A 97 (C):91-100.details
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Understanding metaphorical understanding (literally).Michael T. Stuart & Daniel Wilkenfeld - 2022 - European Journal for Philosophy of Science 12 (3):1-20.details
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The Truth About Better Understanding?Lewis Ross - 2021 - Erkenntnis 88 (2):747-770.details
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(1 other version)An Artifactual Perspective on Idealization: Constant Capacitance and the Hodgkin and Huxley Model.Natalia Carrillo & Tarja Knuuttila - 2021 - In Alejandro Cassini & Juan Redmond (eds.), Models and Idealizations in Science: Fictional and Artefactual Approaches. Cham: Springer.details
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Why Attention is Not Explanation: Surgical Intervention and Causal Reasoning about Neural Models.Christopher Grimsley, Elijah Mayfield & Julia Bursten - 2020 - Proceedings of the 12th Conference on Language Resources and Evaluation.details
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Model Explanation Versus Model-Induced Explanation.Insa Lawler & Emily Sullivan - 2021 - Foundations of Science 26 (4):1049-1074.details
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Deidealization: No Easy Reversals.Tarja Knuuttila & Mary S. Morgan - 2019 - Philosophy of Science 86 (4):641-661.details
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Revisiting abstraction and idealization: how not to criticize mechanistic explanation in molecular biology.Martin Zach - 2022 - European Journal for Philosophy of Science 12 (1):1-20.details
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Holistic Idealization: An Artifactual Standpoint.Tarja Knuuttila & Natalia Carrillo - 2022 - Studies in History and Philosophy of Science Part A 91 (C):49-59.details
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Factive inferentialism and the puzzle of model-based explanation.Philippe Verreault-Julien - 2021 - Synthese 199 (3-4):10039-10057.details
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Extending Similarity-based Epistemology of Modality with Models.Ylwa Sjölin Wirling - 2022 - Ergo: An Open Access Journal of Philosophy 8 (45).details
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A Defense of Truth as a Necessary Condition on Scientific Explanation.Christopher Pincock - 2021 - Erkenntnis 88 (2):621-640.details
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Cognitive dynamical models as minimal models.Travis Holmes - 2021 - Synthese 199 (1):2353-2373.details
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Model Evaluation: An Adequacy-for-Purpose View.Wendy S. Parker - 2020 - Philosophy of Science 87 (3):457-477.details
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Scaling procedures in climate science: Using temporal scaling to identify a paleoclimate analogue.Aja Watkins - 2023 - Studies in History and Philosophy of Science Part A 102 (C):31-44.details
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Empirical techniques and the accuracy of scientific representations.Dana Matthiessen - 2022 - Studies in History and Philosophy of Science Part A 94 (C):143-157.details
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Understanding realism.Collin Rice - 2019 - Synthese 198 (5):4097-4121.details
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Concrete Scale Models, Essential Idealization, and Causal Explanation.Christopher Pincock - 2022 - British Journal for the Philosophy of Science 73 (2):299-323.details
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How to Reconcile a Unified Account of Explanation with Explanatory Diversity.Collin Rice & Yasha Rohwer - 2020 - Foundations of Science 26 (4):1025-1047.details
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Scientific understanding and felicitous legitimate falsehoods.Insa Lawler - 2021 - Synthese 198 (7):6859-6887.details
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Reckoning with Continuum Idealizations: Some Lessons from Soil Hydrology.Travis Holmes - 2022 - Philosophy of Science 89 (2):319-336.details
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(1 other version)Defending De-idealization in Economic Modeling: A Case Study.Edoardo Peruzzi & Gustavo Cevolani - 2021 - Sage Publications Inc: Philosophy of the Social Sciences 52 (1-2):25-52.details
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Micro-level model explanation and counterfactual constraint.Samuel Schindler - 2022 - European Journal for Philosophy of Science 12 (2):1-27.details
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Generative Models.Sim-Hui Tee - 2020 - Erkenntnis 88 (1):23-41.details
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Modeling multiscale patterns: active matter, minimal models, and explanatory autonomy.Collin Rice - 2022 - Synthese 200 (6):1-35.details
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On Leszek Nowak’s Conception of the Unity of Science.Mateusz Wajzer - 2024 - Foundations of Science 29 (2):307-324.details
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Economic Methodology in the Twenty-First Century (So Far): Some Post-Reflection Reflections.Douglas Wade Hands - 2020 - Revue de Philosophie Économique 20 (2):221-252.details
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(1 other version)Design principles as minimal models.Wei Fang - 2024 - Studies in History and Philosophy of Science Part A 105 (C):50-58.details
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(1 other version)Defending De-idealization in Economic Modeling: A Case Study.Edoardo Peruzzi & Gustavo Cevolani - 2022 - Philosophy of the Social Sciences 52 (1-2):25-52.details
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