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Comment by CuriouslyC
Philosophers of science have given us some axiomatic statements about the nature of deduction and the limits of inquiry, but research is a trade far more nuanced than a philosophical framework, with cultural transmission of domain specific problem solving strategies and learned intuitive guides. Those things are inherently a-philosophical, and also probably the most important of all.