When Language Models Misinterpret Uncertainty in Earth System Mechanism Attribution

Pouria Behnoudfar, Nan Chen

Mechanistic attribution in Earth system science requires quantifying uncertainty and communicating its implications. Here, we develop an uncertainty-aware mechanistic attribution p…