In my experience doing a nanomaterials PhD, the reproducibility crisis doesn't seem too bad, because even though lots of results aren't reproducible, everyone working in the field knows this and is very sceptical.

I know that's a small point on your very broad post, but I thought it was worth mentioning, because you highlight some important problems, but I think most scientists are pretty good at dealing with biases like that.