Here's a fundamental problem with psychology reproducibility even in principle: experiments often depend on the subject not knowing about the experiment; therefore, the more well-known an experiment, the harder it is to perform.

For example, it would be difficult to perform a large Stanford Prison Experiment without any of the participants knowing about the Stanford Prison Experiment (which knowledge would taint the results). And if you select for ignorant participants, your sample is no longer random.