I think what these papers prove is my newer theory that organized science isn't scientific at all. It's mostly unverified claims by people rewarded for throwing papers out that look scientific, have novelty, and achieve policy goals of specific groups. There's also little review with dissent banned in many places. We've been calling it scientism since it's like a self-reinforcing religion.

We need to throw all of this out by default. From public policy to courtrooms, we need to treat it like any other eyewitness claim. We shouldn't beleive anything unless it has strong arguments or data backing it. For science, we need the scientific method applied with skeptical review and/or replication. Our tools, like statistical methods and programs, must be vetted.

Like with logic, we shouldn't allow them to go beyond what's proven in this way. So, only the vetted claims are allowed as building blocks (premises) in newly-vetted work. The premises must be used how they were used before. If not, they are re-checked for the new circumstances. Then, the conclusions are stated with their preconditions and limitations to only he applied that way.

I imagine many non-scientists and taxpayers assumed what I described is how all these "scientific facts" and "consensus" vlaims were done. The opposite was true in most cases. So, we need to not onoy redo it but apply scientific method to the institutions themselves assessing their reliability. If they don't get reliable, they loose their funding and quickly.

(Note: There are groups in many fields doing real research and experimental science. We should highlight them as exemplars. Maybe let them take the lead in consulting for how to fix these problems.)