{"id":"W1543271169","doi":"","title":"태양열 공기난방 시스템 RETScreen 에너지 모델에 관한 연구","year":2002,"lang":"ko","type":"article","venue":"한국태양에너지학회 학술대회논문집","topic":"Engineering Applied Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Environmental engineering; Meteorology; Engineering; Geography","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":[0.0001537322,0.0002377694,0.0002604741,0.000244856,0.0002211562,0.0003065036,0.0003732681,0.0001847941,0.00357404],"category_scores_gemma":[0.0001784226,0.0001780391,0.0003444668,0.0002156223,0.000134331,0.0003438859,0.0001973483,0.0002075983,0.0009437627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017454,"about_ca_system_score_gemma":0.0002616158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003660695,"about_ca_topic_score_gemma":0.008024077,"domain_scores_codex":[0.9998736,0.00001744059,0.000004281861,0.00001993448,0.00006991874,0.00001475717],"domain_scores_gemma":[0.9998957,0.00001686323,0.00001052058,0.00002037142,0.00004976869,0.000006756066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001476706,0.0002303642,0.02616419,0.0006250922,0.0001141192,0.00044968,0.000339989,0.1918111,0.4308549,0.003756703,0.008680617,0.3354965],"study_design_scores_gemma":[0.00011402,0.00179204,0.02939719,0.00003391343,0.0001279838,0.0005101661,0.0001748903,0.4134198,0.4848582,0.001005633,0.06848323,0.00008291358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8784311,0.0003524764,0.08598676,0.00009623032,0.00006112654,0.0001878973,0.001271073,0.004874823,0.02873832],"genre_scores_gemma":[0.971245,0.0001745137,0.01502218,0.0000188014,0.000004809659,0.00003751831,0.0008080695,0.0001161273,0.01257292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003660695,"threshold_uncertainty_score":0.01195639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221844125412611,"score_gpt":0.2271908936530944,"score_spread":0.2050064811118333,"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."}}