To get to causal theories from hypotheses needs a lot experiments that were somewhat speculative then. And, yes, there are well and poorly designed experiments

To get to causal theories from hypotheses needs a lot experiments that were somewhat speculative then. And, yes, there are well and poorly designed experiments (and analyses) but I don't think the speculative nature prior to having a theory is what necessarily separates them.