Philosophy of Science · 2016 · 96 citations · 17 references
EducationOrganization StudiesCausal InferenceComplex SystemsNature Of ScienceConstitutive RelationsExplanationCausal RelationsExplainabilityExplanation CompletenessMechanistic CausationMechanistic ExplanationMechanistic HypothesesMechanistic ReasoningStructural Abstraction
We provide an explicit taxonomy of legitimate kinds of abstraction within constitutive explanation. We argue that abstraction is an inherent aspect of adequate mechanistic explanation. Mechanistic explanations—even ideally complete ones—typically involve many kinds of abstraction and therefore do not require maximal detail. Some kinds of abstraction play the ontic role of identifying the specific complex components, subsets of causal powers, and organizational relations that produce a suitably general phenomenon. Therefore, abstract constitutive explanations are both legitimate and mechanistic.
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Peter Machamer, Lindley Darden, Carl F. Craver · Philosophy of Science · 2000 · 3.1K citations
When mechanistic models explain
Carl F. Craver · Synthese · 2006 · 506 citations
Abstraction and the Organization of Mechanisms
Arnon Levy, William Bechtel · Philosophy of Science · 2013 · 258 citations