{"id":"W2620837758","doi":"","title":"전원형 목조주택 건축계획에 관한 연구","year":2017,"lang":"ko","type":"article","venue":"한국실내디자인학회 학술발표대회 논문집","topic":"Energy and Environmental Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Passive house; Single-family detached home; Business; Architectural engineering; Geography; Engineering; Efficient energy use; Archaeology","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001152527,0.0004040979,0.0004926443,0.00005518574,0.004361044,0.0007270739,0.001672272,0.0005912967,0.00396922],"category_scores_gemma":[0.000200802,0.0004013928,0.0003090556,0.0001150152,0.001308463,0.0008025917,0.0004623345,0.0004524045,0.00537105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776412,"about_ca_system_score_gemma":0.000125216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099914,"about_ca_topic_score_gemma":0.007106395,"domain_scores_codex":[0.9964745,0.000327504,0.0004760148,0.0007258158,0.001000611,0.0009955366],"domain_scores_gemma":[0.9974459,0.0001032825,0.0005390341,0.00139693,0.0000356673,0.0004791854],"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":[0.0001369432,0.0006988449,0.7507118,0.000196186,0.00056012,0.0002472345,0.03591897,0.0001424705,0.002186772,0.05093889,0.100699,0.05756275],"study_design_scores_gemma":[0.0008142593,0.0001450367,0.3024847,0.0001884005,0.00009646978,0.000007460452,0.005064042,0.0000731648,0.0005848641,0.0017295,0.6879689,0.0008432342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6291282,0.0008658388,0.00002646074,0.003853403,0.01458344,0.0003787857,0.00004604652,0.0001215543,0.3509963],"genre_scores_gemma":[0.9085464,0.0008941325,0.00004818113,0.0003273855,0.005985949,0.0000260315,0.00001164848,0.0000474551,0.08411285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5872698,"threshold_uncertainty_score":0.9998438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248513375192968,"score_gpt":0.2858365466413957,"score_spread":0.2609852091220989,"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."}}