{"id":"W2779223620","doi":"","title":"SIMULATION AND MODEL CALIBRATION OF A LARGE-SCALE SOLAR SEASONAL STORAGE SYSTEM","year":2008,"lang":"en","type":"article","venue":"Proceedings of SimBuild","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Environmental science; Thermal energy storage; Calibration; Subdivision; Solar energy; Meteorology; Photovoltaic system; Borehole; Engineering; Civil engineering; Geography; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001233928,0.0001061802,0.0002090618,0.00006134202,0.0000999052,0.00000960437,0.00008465261,0.00009087144,0.000007520334],"category_scores_gemma":[0.00001863033,0.0001021102,0.00004725927,0.0001454383,0.00004871355,0.0002366264,0.00003432271,0.00005592802,0.000001036668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002103099,"about_ca_system_score_gemma":0.00002033746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002009993,"about_ca_topic_score_gemma":0.000009942295,"domain_scores_codex":[0.9991668,0.000003498668,0.0002989151,0.0001851681,0.0002090538,0.000136599],"domain_scores_gemma":[0.9994062,0.00002462551,0.0002269677,0.00006715211,0.0002151192,0.00005999853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002582031,0.00007478955,0.003377066,0.0003203678,0.00002010838,1.949975e-7,0.001046781,0.8883857,0.02633159,0.08025981,0.00005880063,0.00009898195],"study_design_scores_gemma":[0.0003141658,0.00002692326,0.001183493,0.00006483027,0.00001558652,0.000004657837,0.0003897505,0.9907244,0.006512376,0.000185955,0.0004830962,0.00009473684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885483,0.00008143747,0.007253245,0.00004302574,0.00001411357,0.0001357006,0.00002078482,0.00006446435,0.003838958],"genre_scores_gemma":[0.9977503,0.000005395651,0.001777044,0.00001593692,0.00005582639,0.00002566499,0.000006441425,0.000020382,0.0003430463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023387,"threshold_uncertainty_score":0.4163935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466770672187781,"score_gpt":0.2291310009111048,"score_spread":0.214463294189227,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}