{"id":"W2502602092","doi":"","title":"건축물 옥상녹화의 건축계획 특성 및 개선방안에 관한 연구","year":2005,"lang":"ko","type":"article","venue":"대한건축학회지회연합회 학술발표대회논문집","topic":"Energy and Environmental Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roof; Green roof; Environmental science; Urban heat island; Civil engineering; Architectural engineering; Environmental engineering; Geography; Meteorology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001196543,0.0006007652,0.0006636367,0.0001339287,0.001327659,0.0002758132,0.001014053,0.0006947581,0.00918614],"category_scores_gemma":[0.0001007575,0.000603176,0.0004249904,0.0006288609,0.000864897,0.0007717191,0.0002856986,0.0005887713,0.0113334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006955773,"about_ca_system_score_gemma":0.0001569165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005519751,"about_ca_topic_score_gemma":0.00619889,"domain_scores_codex":[0.9949005,0.0005673949,0.000856075,0.0009686443,0.001258083,0.001449303],"domain_scores_gemma":[0.9979169,0.0002045241,0.0003619645,0.0007935161,0.0000441704,0.0006789297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003994114,0.003217202,0.2523395,0.000547658,0.001173938,0.0004083361,0.09263281,0.005605354,0.00624148,0.2240156,0.1286736,0.2847451],"study_design_scores_gemma":[0.001007741,0.0001787775,0.01678728,0.0002385809,0.0001047132,0.00001900648,0.005669803,0.0004464615,0.001221181,0.001081939,0.9721594,0.00108511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6054244,0.003994835,0.0003110873,0.01020233,0.004244072,0.0008746607,0.0000835286,0.0004025803,0.3744625],"genre_scores_gemma":[0.9070884,0.001678347,0.0004370108,0.00136352,0.004234725,0.0000580745,0.00003169228,0.00007954371,0.08502871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8434858,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120683781075264,"score_gpt":0.2468078329640964,"score_spread":0.23473945485657,"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."}}