{ "engine": "Darwin-Prediction-Weather", "version": "1.0", "grid": "240x121 (1.5 deg)", "lead_days": [ 1, 3, 5, 7, 10 ], "inputs": [ "GenCast ensemble mean", "IFS ENS mean", "GraphCast", "Pangu-Weather", "FuXi", "IFS HRES" ], "strategy_selected_on": "2018", "evaluated_on": "2020", "strategy_table": { "2m_temperature": { "1": "bias30_blend", "3": "bias30_blend", "5": "bias90_blend", "7": "bias90_blend", "10": "nobias_shrink" }, "geopotential@500": { "1": "bias30_blend", "3": "nobias_blend", "5": "nobias_blend", "7": "nobias_blend", "10": "nobias_shrink" }, "temperature@850": { "1": "nobias_shrink", "3": "nobias_shrink", "5": "nobias_blend", "7": "nobias_blend", "10": "nobias_shrink" } }, "strategies": { "bias30_blend": "30-day gridpoint bias correction + inverse-MSE fusion", "bias90_blend": "90-day gridpoint bias correction + inverse-MSE fusion", "nobias_blend": "inverse-MSE fusion (30-day window)", "nobias_shrink": "inverse-MSE fusion shrunk 50% toward the best single input", "best_single": "best single input" }, "language_core": "FINAL-Bench/Darwin-27B-ZTC-v9" }