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This paper presents some significant fundamental observations and/or assumptions on scientific discovery processes and their automation, shows why classical mathematical logic, its various classical conservative extensions, and traditional (weak) relevant logics cannot satisfactorily underlie epistemic processes in scientific discovery, and presents a strong relevant logic model of epistemic processes in scientific discovery.