[ { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '50964:50965:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 19 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.7536022919125241.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.7536022919125241", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "fbf8b1f1b9f4bb77", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "50964:50965:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/07c94afbd6a0442b_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '83985:83986:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on June 26 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.14162908679568076.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.14162908679568076", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b1b185c3349afbe4", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "83985:83986:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/82a79369052e4630_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '49370:49371:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on October 16 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.40948481692460537.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.40948481692460537", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "128fc60ac26fc44b", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "49370:49371:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/e86ae0bd3a43406d_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '63608:63609:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 16 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.2811814683456657.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.2811814683456657", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "df28724d4d7b3df9", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "63608:63609:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/a9f3285bb6a34e26_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '49598:49599:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 12 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.7670368796835922.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.7670368796835922", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "6050c5d8cbcb8adb", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "49598:49599:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/3a776389f26b4b1c_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '65474:65475:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on October 25 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.7429785769183455.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.7429785769183455", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b61fe2beb758550f", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "65474:65475:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/bd1ac9bace5e44fe_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '50664:50665:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 05 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.38695890648428455.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.38695890648428455", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "357c9db27e726eb9", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "50664:50665:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/ba9b4c11190e4544_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '79709:79710:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 23 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.27299307148778573.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.27299307148778573", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "c2450e24542255e2", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "79709:79710:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/26d6a5433d3d4ebb_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '61204:61205:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 22 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.9075413253512001.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9075413253512001", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "74c76ed96e2dae88", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "61204:61205:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/583d5894e4134c68_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '42970:42971:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on May 30 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.9881303944630107.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9881303944630107", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "a87e2c34be1c69b9", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "42970:42971:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/a0c8ebc0401040be_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '31699:31700:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 11 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.5182434665154485.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.5182434665154485", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "a7f3eca26a071773", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "31699:31700:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/8c7927242326494c_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '59869:59870:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 24 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.6257871490085806.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6257871490085806", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "3198a9887d28e9be", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "59869:59870:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/a77e76eb63f64de2_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '51919:51920:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 15 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.740514150914227.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.740514150914227", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b0539f60e5cfce92", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "51919:51920:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/917e780505834eee_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '91936:91937:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 05 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.35876896616852505.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.35876896616852505", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "14b69dfd796fcc29", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "91936:91937:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/41d4c9dc53ad473b_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '68751:68752:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on January 21 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.5651207156186916.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.5651207156186916", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "d4244150af8965b5", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "68751:68752:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/7969dd6d91c14770_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '72470:72471:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on August 08 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.9752006129652642.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9752006129652642", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "c3e08bb8de3746e9", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "72470:72471:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/45a3b0e3d8b44f61_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '60863:60864:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on August 28 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.6013661675344246.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6013661675344246", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "fb46990ddb7bc435", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "60863:60864:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/6744f222f2654a13_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '48423:48424:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on February 22 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.13953423181259006.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.13953423181259006", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "5af83039a9fe1346", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "48423:48424:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/5f075ac0fe2c47ba_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '42736:42737:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on April 02 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.8485353863386259.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8485353863386259", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "27e3167e47e19cba", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "42736:42737:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/26715e1bb95f4893_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '72908:72909:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 26 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.7956554130796067.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.7956554130796067", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "572ba5f8e61aff07", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "72908:72909:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/008cc914f95741fe_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '80026:80027:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on October 10 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.062373869957535244.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.062373869957535244", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "3060ac2ca60edfa4", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "80026:80027:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/aefb0b5a34264113_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '53643:53644:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 19 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.49260608691330177.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.49260608691330177", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "7afe703325287a4c", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "53643:53644:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/d2e3c07c560a47ef_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '87535:87536:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 30 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.7893179217714082.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.7893179217714082", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b204c61198092f68", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "87535:87536:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/8ab2c0beaa7b4b97_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '52906:52907:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on March 19 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.6899492830933546.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6899492830933546", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "9163a644d57ebdd3", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "52906:52907:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/73c611771dd84b7d_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '57312:57313:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on March 25 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.42752116599005907.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.42752116599005907", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "57db40ddae0e8753", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "57312:57313:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/2f46e0ace49d454b_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '70417:70418:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on March 14 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.2504541693237554.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.2504541693237554", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "951c96fe71f3ab39", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "70417:70418:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/cecee99707754955_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '88545:88546:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on August 10 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.2087811121696802.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.2087811121696802", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "eb75dce5ae3986fe", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "88545:88546:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/da8007ada7ac4e54_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '41805:41806:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on August 13 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.2438604645587935.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.2438604645587935", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "8d29a7f8a546793b", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "41805:41806:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/5cf87cb7b96f4ceb_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '64758:64759:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on April 29 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.2835495763726841.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.2835495763726841", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "5629d37d7e82db5c", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "64758:64759:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/1f6f5cd4cdf143a9_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '85555:85556:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 23 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.574290209577886.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.574290209577886", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "1f6cb67c18772047", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "85555:85556:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/130d9d1a665c4f25_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '87557:87558:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 06 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.9373396938491771.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9373396938491771", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "de3c8419611571b5", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "87557:87558:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/b456aeaab64d4bde_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '80922:80923:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on May 22 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.989684924873364.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.989684924873364", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "d49b4d201fef1c5a", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "80922:80923:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/e5fc81c31677463f_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '33671:33672:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on January 17 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.1706409657741098.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.1706409657741098", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "8007b8a5546e9e02", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "33671:33672:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/b2ec84675c1d48d3_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '60919:60920:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 11 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.30737901430504033.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.30737901430504033", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b814e922b7456733", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "60919:60920:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/512746764e034e60_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '71367:71368:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 06 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.6476421645761462.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6476421645761462", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "70b952d3a4a65c26", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "71367:71368:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/a1cee653debd4a3c_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '93512:93513:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on January 03 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.42919365835108525.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.42919365835108525", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "ac08a4e15e0f46b4", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "93512:93513:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/15ce9c85d5304931_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '65721:65722:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 26 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.6858339249207017.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6858339249207017", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "c829bfe4bf81e52c", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "65721:65722:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/8afce9e09dd54406_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '32119:32120:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 25 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.5588583820766988.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.5588583820766988", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "2a1ba1657e3296a6", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "32119:32120:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/a0bbbd02171148ac_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '42194:42195:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 18 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.5936799024032561.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.5936799024032561", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "9457ad0701179200", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "42194:42195:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/6e4453fdbf7e47ba_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '58149:58150:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on October 20 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.007155594034099821.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.007155594034099821", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "cc5f5bc54a71a52d", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "58149:58150:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/41fc2197be90453c_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '83132:83133:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 26 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.03264809590974116.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.03264809590974116", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "964e7ca84f53f7fd", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "83132:83133:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/d6f7b9a72c6d4fe6_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '70714:70715:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on May 27 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.8095208008395653.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8095208008395653", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b180af2f2f9fb09f", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "70714:70715:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/1f1b1a6e55f84a6b_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '91648:91649:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 24 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.28129125626073204.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.28129125626073204", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "e4b804cde1a01656", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "91648:91649:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/048f27cc40fb4e68_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '84311:84312:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 15 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.38753317699185696.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.38753317699185696", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "a5cc2dd03103f351", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "84311:84312:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/663f32d9fc3545bb_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '37324:37325:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 19 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.8979012318167191.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8979012318167191", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "2bf8f0e8d84f22bd", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "37324:37325:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/992d922e19844b91_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '57643:57644:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on June 15 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.6856251068111132.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6856251068111132", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "79b76dfaeab464f3", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "57643:57644:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/b985161c5ddc4fe9_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '63416:63417:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on May 29 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.41627511445457777.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.41627511445457777", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "ecdc99fd24e697a0", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "63416:63417:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/eaa3da172c3e4c84_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '48655:48656:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on April 20 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.8637077507166069.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8637077507166069", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "19ef9a6139cec840", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "48655:48656:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/716952a58d7b4578_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '88721:88722:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 23 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.7119685058835882.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.7119685058835882", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "5f58707cdeeffcd7", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "88721:88722:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/446a36f517cd491a_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '42473:42474:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on January 27 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.31763421676511394.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.31763421676511394", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "e496d0d17bbc889a", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "42473:42474:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/e323d1dbc45c4892_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '44578:44579:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 06 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.7158959016508113.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.7158959016508113", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "e1fed33ff8e863ad", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "44578:44579:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/c972e4d8af854198_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '70402:70403:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on March 10 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.8141971704211786.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8141971704211786", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "c6f0ce06dea3fc52", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "70402:70403:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/51704dd8948949cd_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '51803:51804:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on June 16 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.8295203912501486.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8295203912501486", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "1c6df553aa8afded", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "51803:51804:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/27f23fc2f9474324_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '65380:65381:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on October 02 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.11581692644795993.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.11581692644795993", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "3ad5d4e2638ed235", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "65380:65381:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/75e3eb0d61814ec9_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '77821:77822:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on April 07 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.8925189468167233.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8925189468167233", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "aab6726ac19956d9", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "77821:77822:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/962a61c469954caa_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '68628:68629:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 22 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.9374976998505189.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9374976998505189", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "c5b4e56bbc73bb3a", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "68628:68629:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/7ffedf65266d4b63_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '38483:38484:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on May 04 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.016392534126912328.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.016392534126912328", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b4ea1026d47947a9", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "38483:38484:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/9ec034fbdb0f45c3_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '75527:75528:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 11 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.040523381829932315.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.040523381829932315", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "f66d49eb74c9716f", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "75527:75528:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/df8f3e8dcb924f0e_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '64488:64489:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on February 21 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.4568134921129253.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.4568134921129253", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "d7cbe40267c4e662", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "64488:64489:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/ce52bc34661f4b71_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '66528:66529:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 15 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.03416102235801821.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.03416102235801821", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "92a5f9f0088d6487", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "66528:66529:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/fafa07cf538c432a_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '31882:31883:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on October 27 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.37213596234611246.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.37213596234611246", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "20253405700ff61f", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "31882:31883:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/e5e4eb8135c145ff_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '64332:64333:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on January 13 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.9798974704803377.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9798974704803377", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "8ca10c0a24107bca", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "64332:64333:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/34aef6caab1a4aa4_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '50891:50892:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on October 31 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.19488555618028014.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.19488555618028014", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b7cabffede91322c", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "50891:50892:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/59749f81fd67499c_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '92353:92354:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on March 19 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.26184558392027646.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.26184558392027646", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "f18e2ca8a261c304", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "92353:92354:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/0db8543c29c14f47_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '35789:35790:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 01 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.5410628502239629.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.5410628502239629", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "074c9290a4a3b35a", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "35789:35790:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/93d366f3d01b46fe_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '37969:37970:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 27 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.1092684498090073.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.1092684498090073", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "bd206bfa73567176", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "37969:37970:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/0513ad482e1d455c_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '40593:40594:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on October 14 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.24071257376674626.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.24071257376674626", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "e8ff0bb44fec013b", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "40593:40594:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/4a83378347cb49e1_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '60864:60865:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on August 29 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.3571789807319278.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.3571789807319278", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "138a729814027edc", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "60864:60865:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/c233da88d0914169_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '52191:52192:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 21 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.613354445398652.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.613354445398652", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "580b2c992f85086f", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "52191:52192:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/114ccab939194d7a_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '30740:30741:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on January 16 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.9564005081064199.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9564005081064199", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "505778ef5f101c39", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "30740:30741:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/6fa652079ab64ffa_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '57865:57866:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on August 10 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.1933396909020898.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.1933396909020898", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "e8606ed17adc0d71", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "57865:57866:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/baaeee979ffa4771_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '80595:80596:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on March 01 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.12115542181393413.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.12115542181393413", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "4aad5cd37ede5148", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "80595:80596:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/a1bf034c170d4682_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '93429:93430:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 13 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.6427100722105477.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6427100722105477", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b18576ba1b824e88", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "93429:93430:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/26e985b93d41498c_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '62114:62115:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 07 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.4767167913240815.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.4767167913240815", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "634494e58e907998", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "62114:62115:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/90aeea2ba6374892_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '37795:37796:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 13 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.5443826013624598.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.5443826013624598", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "ab83ab49262bf626", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "37795:37796:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/2a0a1a8a0d024546_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '47320:47321:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on May 23 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.4718407138161502.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.4718407138161502", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "bd2fb206ab7fcc88", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "47320:47321:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/17fdec0770f34b9c_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '90378:90379:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 10 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.8352827134953387.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8352827134953387", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "723dc07d0d034605", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "90378:90379:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/3ad2a8b317cf45b1_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '61192:61193:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 19 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.4912575273344074.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.4912575273344074", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "e7773eb262d74c18", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "61192:61193:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/b5de3349e8d545d4_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '63553:63554:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 02 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.8081061068439052.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8081061068439052", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "cb96e5fbb050c28e", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "63553:63554:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/6d21868500bb4b59_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '88281:88282:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on June 05 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.8879053723229267.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8879053723229267", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "88ee951d546e1e15", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "88281:88282:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/8a444fc3b67e4f78_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '52704:52705:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on January 28 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.17944785542631314.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.17944785542631314", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "4c0eec9ea7295da1", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "52704:52705:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/0bda9468ae8640c4_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '71725:71726:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on February 04 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.6155421308874031.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6155421308874031", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "537ed0b183b5e47b", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "71725:71726:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/fe646421d22843a0_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '85421:85422:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on June 20 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.4395194332111386.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.4395194332111386", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "e7ff290df1e382ae", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "85421:85422:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/d42e33937105469a_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '48219:48220:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on January 02 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.6521940385714512.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6521940385714512", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "de356a7c3e690a16", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "48219:48220:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/f9b45b31199c4ad6_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '61487:61488:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on January 31 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.2828938436385131.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.2828938436385131", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "4b6bb5b2d91934a8", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "61487:61488:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/7fcfb634a7a94875_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '68485:68486:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on November 16 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.10435962864467552.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.10435962864467552", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "9ae795af8ead1f76", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "68485:68486:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/af7bbe7b06cf42c8_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '82325:82326:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on May 08 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.8880122484485029.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8880122484485029", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "318ff8ce43656954", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "82325:82326:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/40f40d955fb24298_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '48444:48445:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on February 28 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.6377405509783733.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6377405509783733", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "d2a4ae7e94751a59", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "48444:48445:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/34c47f59db394ece_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '37207:37208:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on June 19 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.08867205808338807.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.08867205808338807", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "daa64579651b8b9d", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "37207:37208:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/1907f199cd5d49b6_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '65256:65257:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 01 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.017004677280634484.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.017004677280634484", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "8ea33cf0b8a5c5ca", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "65256:65257:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/b57e6ee4774a4ab5_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '79508:79509:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on June 03 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.8294960351542287.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8294960351542287", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "620e455f60cbec0e", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "79508:79509:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/ea28a9a49e8e418e_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '76901:76902:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on August 21 06:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.9602978638936465.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9602978638936465", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "06c726c0044139b2", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "76901:76902:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/f3fe5366116e452f_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '34331:34332:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 01 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.9972451792429501.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9972451792429501", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "bae116a43ecfba32", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "34331:34332:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/68609c4aef144e24_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '40184:40185:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on July 04 00:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.2493057210323455.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.2493057210323455", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "31e7490199cbb4b2", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "40184:40185:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/20c1bf21f50f47d4_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '81790:81791:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on December 25 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.9173345372574848.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9173345372574848", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "4b8c3887452b25b6", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "81790:81791:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/c63b28b408ac435c_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '74039:74040:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on September 04 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.7087425416564664.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.7087425416564664", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "1d3a8bfdb3b9f273", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "74039:74040:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/3efc336d759a4cd1_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '51570:51571:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.rhcl2: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on April 19 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.rhcl2 from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.rhcl2, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.rhcl2 used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.rhcl2 will be 0.8787153422274782.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.8787153422274782", "target_variable": "shortwave_radiation.rhcl2", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "b587c9d201b68332", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "51570:51571:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/ec8993ff892b4e0e_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '50567:50568:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter convection.entmax: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on August 11 18:00. Based on the above data, answer the following question:", "question": "What is the optimal value of convection.entmax from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except convection.entmax, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter convection.entmax used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the convection.entmax will be 0.6095719467084337.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.6095719467084337", "target_variable": "convection.entmax", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "fd16e66db5db2352", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "50567:50568:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/b5fe0f65def14d30_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '67546:67547:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter mod_radcon.albsea: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on March 26 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of mod_radcon.albsea from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except mod_radcon.albsea, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter mod_radcon.albsea used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the mod_radcon.albsea will be 0.9650967684841104.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.9650967684841104", "target_variable": "mod_radcon.albsea", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "0578eadb3238e367", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "67546:67547:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/9d0836d182d043c7_simulation_output.nc" } ] }, { "prompt": "The following data consists of two parts: (1) recent global data spanning 6 hours, sampled at an interval of 6 hours: {'type': 'wb2', 'variables': ['mean_sea_level_pressure', '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature', 'surface_pressure', 'geopotential', 'specific_humidity', 'temperature', 'u_component_of_wind', 'v_component_of_wind'], 'time_indices': '73214:73215:1'} (2) Data output of running the Simulator for a certain value of the simulator model input parameter shortwave_radiation.qacl: {'variables': ['temperature', 'u_wind', 'v_wind', 'specific_humidity', 'geopotential', 'normalized_surface_pressure', 'convection.precnv', 'convection.cbmf', 'convection.iptop', 'convection.se', 'condensation.precls', 'condensation.dqlsc', 'condensation.dtlsc', 'humidity.rh', 'humidity.qsat', 'land_model.stl_lm', 'date.model_step', 'date.tyear', 'date.dt_seconds']}. The data corresponds to a snapshot on February 10 12:00. Based on the above data, answer the following question:", "question": "What is the optimal value of shortwave_radiation.qacl from which the simulated output was generated? This is a parameter estimation for the Simulator API. The reference output was generated by running the Simulator with default values for all arguments except shortwave_radiation.qacl, which has a feasible range 0 to 1. By comparing MSE between Simulator outputs, estimate the value of the parameter shortwave_radiation.qacl used to generate the reference simulation. You may make a maximum of 3 simulation calls per code block. You may run multiple code blocks (upto 4 error-free code blocks) to get a more accurate answer.", "response": "Based on the provided data, the optimal value of the shortwave_radiation.qacl will be 0.11879766921892532.", "metadata": { "question_id": "3IO1hr", "prompt_id": "eZia7s", "true_value": "0.11879766921892532", "target_variable": "shortwave_radiation.qacl", "level": "3b", "eval_type": "simulation", "forced_extreme_window": false, "task_id": "fe7ef3503259a852", "difficulty": "hard" }, "data_desc": [ { "type": "wb2", "variables": [ "mean_sea_level_pressure", "10m_u_component_of_wind", "10m_v_component_of_wind", "2m_temperature", "surface_pressure", "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ], "time_indices": "73214:73215:1" }, { "type": "wb2_segment", "variables": [ "temperature", "u_wind", "v_wind", "specific_humidity", "geopotential", "normalized_surface_pressure", "convection.precnv", "convection.cbmf", "convection.iptop", "convection.se", "condensation.precls", "condensation.dqlsc", "condensation.dtlsc", "humidity.rh", "humidity.qsat", "land_model.stl_lm", "date.model_step", "date.tyear", "date.dt_seconds" ], "path": "cache/simulation_output/13e35cee50204b13_simulation_output.nc" } ] } ]