{"id":"W1559960580","doi":"","title":"RETScreen 에너지 모델을 이용한 태양열 공기난방시스템 열성능 분석에 관한 연구","year":2003,"lang":"ko","type":"article","venue":"한국태양에너지학회 추계학술발표회 논문집","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Engineering; Environmental 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":[0.0003395625,0.000362156,0.0003787433,0.0004092036,0.0002361998,0.0003446512,0.0006833519,0.0002403535,0.004046274],"category_scores_gemma":[0.0004606285,0.0002482531,0.0004483374,0.000288664,0.0001638194,0.0004792387,0.000294212,0.0003141233,0.000944467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339202,"about_ca_system_score_gemma":0.0003134063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497979,"about_ca_topic_score_gemma":0.007523,"domain_scores_codex":[0.9997628,0.00003873974,0.000009682526,0.00003967772,0.0001302469,0.00001881925],"domain_scores_gemma":[0.9997018,0.00006629666,0.00002858501,0.00005568934,0.0001336055,0.00001397002],"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":[0.001204302,0.0002364855,0.03003013,0.0009146977,0.0001461437,0.000426382,0.000467881,0.1099313,0.4590369,0.004572233,0.009262207,0.3837712],"study_design_scores_gemma":[0.0001012549,0.002149197,0.02398914,0.00004780729,0.0001666417,0.0005628046,0.0001548709,0.2875207,0.6211045,0.0009249293,0.06319221,0.0000858893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7413948,0.0007472896,0.2173423,0.0001438532,0.0001043048,0.0004322039,0.002608648,0.01094069,0.02628599],"genre_scores_gemma":[0.9430781,0.0003098494,0.0411287,0.0000419117,0.00001093361,0.0001116652,0.001516026,0.0003401162,0.01346279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004046274,"threshold_uncertainty_score":0.0135361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132695491289188,"score_gpt":0.2383950743620913,"score_spread":0.2251255252331724,"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."}}