in order to make the effort to do any science at all you have to make the assumption that the system's parameters can be contained such that you can artificially cause an effect to occur

it is illogical to assume that you can't do this and the advance of science is entirely about discovering the conditions of replication, and has not ceased to allow us to uncover new things for thousands of years at least