I 'm not talking about reproducibility as validation, but about the fact that multiple studies can be combined to discover new regularities. An example from neuroscience: hundreds of labs recording from the brains of genetically similar mice doing very similar tasks under slightly different conditions, but we have no way of looking at the raw recordings in a systematic way.