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Reintroducing Prediction to Explanation
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1001/jama.1963.03710020089046openalex-snapshot
Philosophy of Science. The Delaware Seminar.
inferredcites →https://doi.org/10.1007/978-94-009-9404-1_15openalex-snapshot
Why Ask, ‘Why?’? An Inquiry Concerning Scientific Explanation
inferredcites →https://doi.org/10.1007/978-94-017-1785-4_11openalex-snapshot
The Modern History of Scientific Explanation
inferredcites →https://doi.org/10.1007/s11229-005-5000-4openalex-snapshot
A Contextual Approach to Scientific Understanding
inferredcites →https://doi.org/10.1086/287858openalex-snapshot
Temporally-Asymmetric Principles, Parity between Explanation and Prediction, and Mechanism Versus Teleology
inferredcites →https://doi.org/10.1086/287953openalex-snapshot
Discrete State Systems, Markov Chains, and Problems in the Theory of Scientific Explanation and Prediction
inferredcites →https://doi.org/10.1086/288159openalex-snapshot
Explanation and Prediction: A Plea for Reason
inferredcites →https://doi.org/10.1086/288562openalex-snapshot
Falsifiable Predictions of Evolutionary Theory
inferredcites →https://doi.org/10.1086/341050openalex-snapshot
Scientific Explanation and the Sense of Understanding
inferredcites →https://doi.org/10.1086/392691openalex-snapshot
The Spirit of Logical Empiricism: Carl G. Hempel's Role in Twentieth-Century Philosophy of Science
inferredcites →https://doi.org/10.1093/bjps/vii.28.293openalex-snapshot
EXPLANATION, PREDICTION AND ABSTRACTION
inferredcites →https://doi.org/10.1093/mind/112.448.653openalex-snapshot
The Epistemic Advantage of Prediction over Accommodation
inferredcites →https://doi.org/10.1111/b.9780631221081.2002.00012.xopenalex-snapshot
The Blackwell Guide to the Philosophy of Science
inferredcites →https://doi.org/10.1111/b.9780631230205.2001.00069.xopenalex-snapshot
A Companion to the Philosophy of Science
inferredcites →https://doi.org/10.1111/b.9780631230205.2001.xopenalex-snapshot
A Companion to the Philosophy of Science
inferredcites →https://doi.org/10.1126/science.130.3374.477openalex-snapshot
Explanation and Prediction in Evolutionary Theory
inferredcites →https://doi.org/10.1177/104346397009003006openalex-snapshot
EXPLANATION AND PREDICTION
inferredcites →https://doi.org/10.2307/2017635openalex-snapshot
The Function of General Laws in History
inferredcites →https://doi.org/10.2307/2024924openalex-snapshot
Explanation and Scientific Understanding
inferredcites →https://doi.org/10.2307/2025559openalex-snapshot
Explanation, Conjunction, and Unification
inferredcites →https://doi.org/10.2307/2090286openalex-snapshot
The Structure of Science: Problems in the Logic of Scientific Explanation.
inferredcites →https://doi.org/10.2307/2182567openalex-snapshot
On the Symmetry Between Explanation and Prediction
inferredcites →https://doi.org/10.2307/2183071openalex-snapshot
Foresight and Understanding: An Enquiry into the Aims of Science.
inferredcites →https://doi.org/10.2307/2216049openalex-snapshot
Against the Epistemic Value of Prediction Over Accommodation
inferredcites →https://doi.org/10.2307/2217203openalex-snapshot
Foresight and Understanding: An Enquiry into the Aims of Science.
inferredcites →https://doi.org/10.2307/j.ctt5vkdm7openalex-snapshot
Four Decades of Scientific Explanation
inferredcites →https://doi.org/10.2307/j.ctt5vkg7t.5openalex-snapshot
The Epistemic, the Cognitive, and the Social
inferredcites →https://doi.org/10.4324/9780203470855openalex-snapshot
Inference to the Best Explanation
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Types of Mechanisms: Ephemeral, Regular, Functional
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Prediction and Topological Models in Neuroscience
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Data Mining the Brain to Decode the Mind
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Characterization of Scientific Prediction from Language: An Analysis of Nicholas Rescher’s Proposal
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Demystifying Prediction in Mediation Research and the Use of Specific Indirect Effects and Indirect Effect Sizes
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Contingent Notions in Molecular Scenario: Stochasticity as Insufficiency of Causal Dependence (ICD)
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Etio-Prognostic Explanation
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Virtues and Pursuit-Worthiness
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What is the Point of Prediction?
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Partial Least Squares Structural Equation Modeling
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Partial Least Squares Structural Equation Modeling
inferred← citeshttps://doi.org/10.1007/978-3-319-05542-8_15-3openalex-snapshot
Partial Least Squares Structural Equation Modeling
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Partial Least Squares Structural Equation Modeling
inferred← citeshttps://doi.org/10.1007/978-3-319-63043-4_1openalex-snapshot
Scientific Prediction in a System of Pragmatic Idealism
inferred← citeshttps://doi.org/10.1007/978-3-319-63043-4_3openalex-snapshot
Logical Features of Scientific Prediction
inferred← citeshttps://doi.org/10.1007/978-3-658-35560-9_4openalex-snapshot
Die Dominanz der Vorhersage: Eine iterative und eine explorative Kultur
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Causality and scientific explanation of artificial intelligence systems in biomedicine
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The Moral Terrain of Science
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Scientific w-Explanation as Ampliative, Specialized Embedding: A Neo-Hempelian Account
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Relative explainability and double standards in medical decision-making
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Unity and Coherence in Explanatory Virtues
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Two Dimensions of Opacity and the Deep Learning Predicament
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The Automated Laplacean Demon: How ML Challenges Our Views on Prediction and Explanation
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Scientific Inference with Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena
inferred← citeshttps://doi.org/10.1007/s11023-025-09724-1openalex-snapshot
Put it to the Test: Getting Serious About Explanation in Explainable Artificial Intelligence
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Humean laws, explanatory circularity, and the aim of scientific explanation
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Engagement for progress: applied philosophy of science in context
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Is understanding explanatory or objectual?
inferred← citeshttps://doi.org/10.1007/s11229-012-0101-3openalex-snapshot
On the role of simplicity in science
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Systematizing the theoretical virtues
inferred← citeshttps://doi.org/10.1007/s11229-017-1664-9openalex-snapshot
The structure of sensorimotor explanation
inferred← citeshttps://doi.org/10.1007/s11229-019-02114-yopenalex-snapshot
Do mathematical explanations have instrumental value?
inferred← citeshttps://doi.org/10.1007/s11229-019-02271-0openalex-snapshot
Data science and molecular biology: prediction and mechanistic explanation
inferred← citeshttps://doi.org/10.1007/s11229-024-04618-8openalex-snapshot
Once upon a time in superspace: the diegetic ideal for the interpretation of physical theories
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Rethinking holism and underdetermination
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Disentangling scientific and scientists’ understanding
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Understanding, prediction, and compression
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Comparing Gender Hierarchy and Evolutionary Psychology Explanations of Workplace Sexual Harassment
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What are general models about?
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A Philosophical Perspective on Evolutionary Systems Biology
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Descriptive understanding and prediction in COVID-19 modelling
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A scenario for writing creative scenarios
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Machine Learning for Understanding Inland Water Quantity, Quality, and Ecology
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The origins of forward-looking decision making: Cybernetics, operational research, and the foundations of forecasting
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Du pronostic à la provocation : une épistémologie de la prédiction
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An empirical and comparative analysis of E-government performance measurement models: Model selection via explanation, prediction, and parsimony
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A framework for enhancing the replicability of behavioral MIS research using prediction oriented techniques
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From cells to sensations: A window to the physics of mind
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State of the Field: Why novel prediction matters
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Prediction in context: On the comparative epistemic merit of predictive success
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Pure science and the problem of progress
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The diverse aims of science
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Scientific progress: Knowledge versus understanding
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What kind of novelties can machine learning possibly generate? The case of genomics
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Did Einstein predict Bose-Einstein condensation?
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Evaluating the string-based multiverse research programme from the perspective of the history of science
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Prediction in epidemiology and medicine
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Underdetermination and evidence-based policy
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Predictive ignorance: Using machine learning to predict what we do not understand
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When expert predictions fail
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Understanding, Explanation, and Scientific Knowledge
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The Causal Structure of Natural Selection
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Without Laslett to the lost worlds: Quentin Skinner's early methodology
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VAR(1) based models do not always outpredict AR(1) models in typical psychological applications.
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Prediction complements explanation in understanding the developing brain
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Prediction can be safely used as a proxy for explanation in causally consistent Bayesian generalized linear models
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The Uses of Truth: Is There Room for Reconciliation of Factivist and Non-Factivist Accounts of Scientific Understanding?
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Data, measurement, and causal inferences in machine learning: opportunities and challenges for marketing
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Solving the explanation paradox – one last attempt
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What kind of prediction? Evaluating different facets of prediction in agent-based social simulation
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The Explanatory Force of Dynamical and Mathematical Models in Neuroscience: A Mechanistic Perspective
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Inaugurating Understanding or Repackaging Explanation?
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Current Bibliography of the History of Science and Its Cultural Influences, 2011
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Eight Other Questions about Explanation
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The Instrumental Value of Explanations
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Physiological mechanisms and epidemiological research
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inferred← citeshttps://doi.org/10.1177/23197145221121084openalex-snapshot
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THE CONTEXT OF DISCOVERY OF DATA-DRIVEN BIOLOGY
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The epistemic schism of statistical mechanics
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When are Purely Predictive Models Best?
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On Statistical Analysis of Brain Variability
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Looking beyond Popper: How philosophy can be relevant to ecology
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Evidence-Based Practice: The Science of Clinical Psychology
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Empirical Evidence in Conceptual Engineering, or the Defense of ‘Predictive Understanding’
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Machine learning for understanding inland water quantity, quality, and ecology
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The Prediction-Explanation Fallacy: A Pervasive Problem in Scientific Applications of Machine Learning
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A critical perspective on neural mechanisms in cognitive neuroscience: towards unification
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Explanations and Causal Judgments Are Differentially Sensitive to Covariation and Mechanism Information
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Misunderstanding Flight Part 2: Epistemology and the Philosophy of Science
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Cross-validation and predictive metrics in psychological research: Do not leave out the leave-one-out
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The Value of Imprecise Prediction
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Trading places: What happens when neuroscience turns into machine learning, and machine learning turns into neuroscience?
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One, none, one hundred thousand AIs
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The prediction-explanation fallacy: A pervasive problem in scientific applications of machine learning
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Representation and Realism in the Age of Effective Theories
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