Ranked Right, Sized Wrong: Ensemble Spread Fails Silently at Streamflow Extremes

Deep learning models, particularly Long Short-Term Memory networks, are increasingly used for operational streamflow forecasting, with ensemble spread providing a signal of predictive uncertainty.