Generally, experiments and simulations are carried out to answer specific questions. The assessment of the reliability of the answers depends on the kind of question that is investigated. The answer to a ‘why’-question is an explanation. The premises of an explanation have to include invariant relationships and thus the reliability of such an answer depends on whether the domain of invariance o...