{"id":"W1596625554","doi":"","title":"국내 친환경 공동주택의 활성화를 위한 개정 건물 성능 평가제도 비교 연구","year":2010,"lang":"ko","type":"article","venue":"한국생태환경건축학회 논문집","topic":"Energy and Environmental Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apartment; Certification; Valuation (finance); Architectural engineering; Real estate; Upgrade; Business; Building management; Environmental economics; Engineering; Civil engineering; Finance; Marketing; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001188436,0.0004567098,0.0005098603,0.00008727307,0.00121272,0.0002341928,0.0009452414,0.0007936168,0.008804588],"category_scores_gemma":[0.0001362911,0.0004427785,0.000324633,0.0004559471,0.0009358255,0.0003758597,0.0002429929,0.000864889,0.00608236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774361,"about_ca_system_score_gemma":0.0001260798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320572,"about_ca_topic_score_gemma":0.01287552,"domain_scores_codex":[0.9961998,0.0003426978,0.000593812,0.0007937324,0.0009731666,0.001096735],"domain_scores_gemma":[0.9981403,0.0001978257,0.0002892459,0.0007626947,0.00003512617,0.0005747879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002867416,0.002493469,0.2985904,0.0004898798,0.000881181,0.0003499204,0.1049756,0.0004235588,0.1887078,0.2225867,0.07267124,0.1075435],"study_design_scores_gemma":[0.0007300077,0.0001330011,0.05633989,0.00009646364,0.0000838246,0.00001454768,0.005807156,0.0001143796,0.00248981,0.002686628,0.9305852,0.0009190647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8201006,0.0005143753,0.00003414428,0.003026836,0.007955605,0.0003757146,0.00004408607,0.0001635441,0.1677851],"genre_scores_gemma":[0.9299172,0.0003887909,0.0001407202,0.0006549426,0.002871653,0.0000377448,0.00002412299,0.00005747617,0.06590732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.857914,"threshold_uncertainty_score":0.9998024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00863017346623286,"score_gpt":0.2411696604308612,"score_spread":0.2325394869646284,"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."}}