{"id":"W1551319653","doi":"","title":"가로시설물 관련 행정시스템의 개선에 관한 연구","year":2007,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집 - 계획계","topic":"Consumer Perception and Purchasing Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Control (management); Quality (philosophy); Function (biology); Profitability index; Transport engineering; Architectural engineering; Engineering; Computer science; Finance","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":[0.0003544269,0.0003289855,0.0001500964,0.001893903,0.0008832075,0.002296291,0.0005058041,0.0002778841,0.00451064],"category_scores_gemma":[0.0005801412,0.0002119864,0.0003406914,0.002324868,0.000583655,0.00215539,0.0006946738,0.0003405663,0.0006409361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504002,"about_ca_system_score_gemma":0.001980965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118253,"about_ca_topic_score_gemma":0.02100658,"domain_scores_codex":[0.9996359,0.00006213204,0.00003579422,0.00008770583,0.0001020719,0.00007630313],"domain_scores_gemma":[0.9995596,0.0000467859,0.0001385759,0.00003143825,0.0001853306,0.00003828881],"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":[0.0001362039,0.0003293328,0.4269237,0.001566007,0.0000877252,0.002147864,0.01254118,0.008324666,0.01198568,0.1022231,0.008229775,0.4255049],"study_design_scores_gemma":[0.00001617036,0.0003464901,0.7342584,0.0005391629,0.0002120107,0.002308826,0.05407297,0.02857058,0.008707912,0.01609917,0.1546434,0.0002248918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8374368,0.002454267,0.0615347,0.002423091,0.0001188207,0.0003227148,0.0008042386,0.0002111178,0.09469426],"genre_scores_gemma":[0.9699872,0.001426194,0.01604079,0.0001356306,0.00002206129,0.00005637707,0.0004424327,0.00001908968,0.01187017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01118253,"threshold_uncertainty_score":0.02223492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324036719345934,"score_gpt":0.2804940476086074,"score_spread":0.2472536804151481,"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."}}