I don't even know what you mean by "under-powered statistical training."

But about the harder sciences: when this ball got rolling, I attended a lecture of a statistician, who explained that basically all genetic results preceding were likely wrong, unless they showed something like 6 sigma significance. That's because H0 is so easy to reject when you base H0 and H1 on different measurements. The result is that every theory is true.