Model disagreement helps spot inputs that cause uncertainty in predictions. By...

https://riversinterestingthoughtss.wpsuo.com/feature-importance-drift-vs-distribution-shift-what-s-the-difference

Model disagreement helps spot inputs that cause uncertainty in predictions. By monitoring metrics like ensemble variance or margin, you can identify the riskiest 1-2% of cases