When models disagree on a prediction, it signals uncertainty and potential risk...

https://atomic-wiki.win/index.php/How_to_Tell_Data_Gaps_from_Inherent_Noise_Using_Uncertainty

When models disagree on a prediction, it signals uncertainty and potential risk in that input. Tracking metrics like ensemble variance or margin helps spot these tricky cases