{"id":"W2418696636","doi":"","title":"국내 아파트 골조공사의 공기 단축 전략","year":2007,"lang":"ko","type":"article","venue":"전국 대학생 학술발표대회 논문집","topic":"Advanced Statistical Modeling Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apartment; Duration (music); Construction industry; Architectural engineering; Engineering; Business; Construction engineering; Civil 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00135718,0.0005862251,0.0005922739,0.0002766238,0.0003732071,0.0002955688,0.002095375,0.0003924955,0.0003007911],"category_scores_gemma":[0.0006405559,0.0006080025,0.0002038606,0.0008766436,0.0003459773,0.0006790895,0.0009835219,0.000875274,0.001179494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921852,"about_ca_system_score_gemma":0.0001731621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001496572,"about_ca_topic_score_gemma":0.00006456351,"domain_scores_codex":[0.995032,0.0001247354,0.0009869438,0.001360771,0.0009661627,0.001529426],"domain_scores_gemma":[0.9961321,0.00076104,0.0002884447,0.001858922,0.0003688804,0.0005906123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001013565,0.00045128,0.0004122852,0.0001241488,0.00006615077,0.0006056678,0.001508177,0.0005356518,0.004255875,0.6565281,0.01438003,0.3210314],"study_design_scores_gemma":[0.001371066,0.001057361,0.005767908,0.000624933,0.0001096584,0.0001364316,0.0001419889,0.291253,0.03015273,0.5314313,0.1351022,0.002851491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003556847,0.0006779979,0.9817293,0.001405056,0.001368079,0.0004729688,0.00004812723,0.001247795,0.009493818],"genre_scores_gemma":[0.4579886,0.0001127152,0.538467,0.001336778,0.0004234085,0.00001439163,0.000008936412,0.00006038544,0.001587827],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4544317,"threshold_uncertainty_score":0.9996371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845683685102508,"score_gpt":0.3358595722578575,"score_spread":0.3074027354068324,"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."}}