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Contrastive Explanation
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Contrastive Explanation (1990)Contrastive ExplanationThe Scientific Image (1980)The Scientific ImageExplanation and Scientific Understanding (1974)Explanation and Scientific Un…Aspects of Scientific Explanation. (1966)Aspects of Scientific Explana…Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems (2023)Knowing About Knowing: An Ill…‘Just like I thought’: Street‐level bureaucrats trust AI recommendations if they confirm their professional judgment (2023)‘Just like I thought’: Street…XAI for Churn Prediction in B2B Models: A Use Case in an Enterprise Software Company (2022)XAI for Churn Prediction in B…Behavioural modernity, investigative disintegration & Rubicon expectation (2022)Behavioural modernity, invest…AI employment decision-making: integrating the equal opportunity merit principle and explainable AI (2022)AI employment decision-making…Constructing Practical Reasons (2020)Constructing Practical ReasonsThe Powers Metaphysic (2019)The Powers MetaphysicSimplicity, one-shot hypotheses and paleobiological explanation (2019)Simplicity, one-shot hypothes…How why-interrogatives work (2019)How why-interrogatives workContextual utility affects the perceived quality of explanations (2017)Contextual utility affects th…DEFLATIONISM, CONCEPTUAL EXPLANATION, AND THE TRUTH ASYMMETRY (2015)DEFLATIONISM, CONCEPTUAL EXPL…Causation and models of disease in epidemiology (2009)Causation and models of disea…Moral Skepticisms (2006)Moral SkepticismsWhat Good is an Explanation? (2001)What Good is an Explanation?Is Explanation a Guide to Inference? A Reply to Wesley C. Salmon (2001)Is Explanation a Guide to Inf…Interrogatives and Contrasts in Explanation Theory (1999)Interrogatives and Contrasts …An Inquiry concerning human understanding (1955)COIStories: Explanation and Evidence in the History of Science (2002)Inference to the Best Explanation (2003)Perspective—Discovery Within Validation Logic: Deliberately Surfacing, Complementing, and Substituting Abductive Reasoning in Hypothetico-Deductive Inquiry (2018)Truth-Seeking by Abduction (2018)Philosophy of Natural Science (1966)Epidemiology: Principles and Methods (1970)Causation (1973)Inferring causation in epidemiology: Mechanisms, black boxes, and contrasts (2011)A spirit of scientific rigour: Koch's postulates in twentieth-century medicine (2014)Koch’s postulates: An interventionist perspective (2016)Truth and Objectivity (1992)Essence and Modality: The Second Philosophical Perspectives Lecture (1994)On What Grounds What (2009)Deflating Deflationary Truthmaking (2019)Creeping Minimalism and Subject Matter (2020)Properties and Propositions: The Metaphysics of Higher-Order Logic (2021)Philosophiae naturalis principia mathematica (1687)The Structure of Scientific Revolutions (1963)Stanford Encyclopedia of Philosophy (2015)Grounding theories of powers (2020)Non‐Humean theories of natural necessity (2020)Fundamentality and Grounding (2022)Justice as Fairness (1958)Prospect Theory: An Analysis of Decision under Risk (1979)Reason, Truth and History (1981)How is Moral Disagreement a Problem for Realism? (2008)The epistemological challenge to metanormative realism: how best to understand it, and how to cope with it (2009)Justifications, Excuses, and Sceptical Scenarios (2025)Street-Level Bureaucracy: Dilemmas of the Individual in Public Services (1981)The case for motivated reasoning. (1990)An Integrative Model of Organizational Trust (1995)Exploring the factors, affordances and constraints outlining the implementation of Artificial Intelligence in public sector organizations (2023)Exploring automation bias in human–AI collaboration: a review and implications for explainable AI (2025)Managing with Artificial Intelligence: An Integrative Framework (2025)Unskilled and unaware of it: How difficulties in recognizing one's own incompetence lead to inflated self-assessments. (1999)Trust in Automation: Designing for Appropriate Reliance (2004)Likert scales, levels of measurement and the “laws” of statistics (2010)Enhancing AI-Assisted Group Decision Making through LLM-Powered Devil's Advocate (2024)Autonomy by Design: Preserving Human Autonomy in AI Decision-Support (2025)Evaluation of goodness-of-fit indices for structural equation models. (1989)Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences (1994)A Realist Theory of Science (2013)Explanatory Unification (1981)Making Things Happen (2004)The Nature of Theory in Information Systems1 (2006)The agent-structure problem in international relations theory (1987)Knowledge in a Social World (1999)
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References

  • 1980The Scientific Image4,681 cited
  • 1966Aspects of Scientific Explanation.3,319 cited
  • 1974Explanation and Scientific Understanding1,392 cited

Cited by

  • 2006Moral Skepticisms244 cited
  • 2023‘Just like I thought’: Street‐level bureaucrats trust AI recommendations if they confirm their professional judgment123 cited
  • 2019The Powers Metaphysic123 cited
  • 2023Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems104 cited
  • 2001What Good is an Explanation?102 cited
  • 2009Causation and models of disease in epidemiology97 cited
  • 2015DEFLATIONISM, CONCEPTUAL EXPLANATION, AND THE TRUTH ASYMMETRY51 cited
  • 2001Is Explanation a Guide to Inference? A Reply to Wesley C. Salmon49 cited
  • 2020Constructing Practical Reasons40 cited
  • 2022XAI for Churn Prediction in B2B Models: A Use Case in an Enterprise Software Company33 cited
  • 2022AI employment decision-making: integrating the equal opportunity merit principle and explainable AI33 cited
  • 2022Behavioural modernity, investigative disintegration & Rubicon expectation32 cited

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  • 2017Contextual utility affects the perceived quality of explanations31 cited
  • 2019How why-interrogatives work24 cited
  • 2019Simplicity, one-shot hypotheses and paleobiological explanation21 cited
  • 1999Interrogatives and Contrasts in Explanation Theory16 cited