{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006086668,0.0005830583,0.0008604173,0.0004864877,0.0008053868,0.0009291707,0.001108079,0.001612354,0.003826661],"category_scores_gemma":[0.001574267,0.0004291833,0.0007040513,0.0006638467,0.0007955711,0.000719653,0.000564774,0.001043855,0.0003445261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666874,"about_ca_system_score_gemma":0.001535634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04962563,"about_ca_topic_score_gemma":0.02596017,"domain_scores_codex":[0.9997453,0.0000797565,0.00001380183,0.00004375467,0.00005929143,0.00005808151],"domain_scores_gemma":[0.9989982,0.0005721495,0.00005389945,0.0000658666,0.0002460611,0.00006376853],"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":[0.0000249623,0.00002291821,0.0007212315,0.000009750675,0.00000448541,0.00002382062,0.00001300337,0.9981418,0.000247418,0.0002175886,0.0001057871,0.0004672314],"study_design_scores_gemma":[0.00001888062,0.00002073279,0.000322321,0.000001541717,0.000002680584,0.000003652083,0.00001954024,0.99915,0.0002338468,0.00009896061,0.0001241661,0.000003592275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464643,0.0001194338,0.0287782,0.0003909245,0.00006242455,0.0001737675,0.001505594,0.000707281,0.02179809],"genre_scores_gemma":[0.9938882,0.00004062731,0.003714007,0.00002266931,0.00000401372,0.00007438845,0.0004269835,0.00002848362,0.001800639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04962563,"threshold_uncertainty_score":0.09867358,"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."}}