I am also a big fan of Crichton's philosophy of science more than his novels. If you are not already aware of his lecture "Aliens caused Global Warming", it shows great insight into the problems of "science".
https://wattsupwiththat.com/2010/07/...hael-crichton/
I have some experience modeling complex thermodynamic systems, I can attest that his reasoning is spot-on!