{"id":"W20131232","doi":"10.1002/art.27289","title":"국내 친환경 건축물 인증 제도의 공동주택 부문 평가 항목 분석","year":2012,"lang":"en","type":"article","venue":"한국생태환경건축학회 학술발표대회 논문집","topic":"Energy and Environmental Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Certification; Global warming; Certificate; Environmental science; Business; Environmental protection; Environmental economics; Sustainable development; Earth (classical element); Government (linguistics); Green building; Natural resource economics; Environmental resource management; Environmental planning; Architectural engineering; Engineering; Climate change; Computer science; Political science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009376729,0.0001949761,0.0002304873,0.00005213438,0.000691643,0.00006732923,0.0003814836,0.0002452352,0.003108669],"category_scores_gemma":[0.00007670748,0.0001838291,0.0001327006,0.0002393943,0.0003043363,0.0005338315,0.0001024407,0.0001906166,0.003018562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191493,"about_ca_system_score_gemma":0.0000400466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004208185,"about_ca_topic_score_gemma":0.001233474,"domain_scores_codex":[0.9977798,0.0002544811,0.000271888,0.000281027,0.0005753437,0.0008373967],"domain_scores_gemma":[0.9990342,0.0001028034,0.0001098016,0.0003356193,0.00001500598,0.0004025906],"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":[0.0001209581,0.001091003,0.4887569,0.0001191163,0.0002748966,0.00003419082,0.08786274,0.0002157321,0.01111532,0.2775971,0.09799903,0.03481298],"study_design_scores_gemma":[0.0002459377,0.00003394478,0.03561798,0.00002430388,0.00002039554,0.000003427201,0.004342939,0.000007409175,0.0009212091,0.0005483416,0.957912,0.0003221515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5497868,0.001254948,0.00008473946,0.001095068,0.002469022,0.0002375994,0.00001114173,0.0002025071,0.4448582],"genre_scores_gemma":[0.9530696,0.0001686305,0.0001496924,0.0004756331,0.00183607,0.00003347992,0.00001237817,0.00002782025,0.04422671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8599129,"threshold_uncertainty_score":0.9978026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245374588731767,"score_gpt":0.2904832198899184,"score_spread":0.2680294740026007,"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."}}