{"method":"linear demand + neighbourhood cellular allocation","training_years":[2016,2017,2018,2019,2020,2021,2022,2023,2024,2025,2026],"base_year":2026,"target_year":2036,"demand_grid_fraction_per_year":15.768675660005055,"status":"exploratory_not_validated","water_exclusion":"WorldCover 2021, >25% cell water","limitations":["No zoning or infrastructure constraints","No causal interpretation","No calibrated confidence intervals","Classifier error propagates to forecast"],"backtest":"backtest.json"}