While people praise the scientific method, the majority of achievements we attribute to “science” are not derived from guess and check grad students doing their thing.
The standard paper is not very good. And a lot of the reason is that our scientific model is largely designed to find tiny effect sizes. Which is fine for like… medical stuff. But the juice is in large effect sizes. Stuff so obvious you don’t really need the stats to evaluate it. It doesn’t really matter if you followed the scientific method or not when you discover penicillin. It just works, clearly. And you can demonstrate it working again.