{"id":"W3016794487","doi":"","title":"지하 구조물 외벽에 적용되는 방수재료의 구조체 거동 및 진동 대응 성능 설계 제안 연구","year":2020,"lang":"ko","type":"article","venue":"한국구조물진단유지관리공학회 논문집(KSMI)","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterproofing; Civil engineering; Engineering; Forensic engineering; Construction 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009972082,0.001766616,0.001734113,0.0005984289,0.000455138,0.0006222344,0.002394352,0.001232499,0.004235937],"category_scores_gemma":[0.0006805481,0.002016953,0.0007381749,0.001895188,0.0003289791,0.0004549321,0.001048184,0.004032343,0.01588823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007689228,"about_ca_system_score_gemma":0.0003508942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002440406,"about_ca_topic_score_gemma":0.00004254603,"domain_scores_codex":[0.9905823,0.0002200236,0.00164932,0.002040323,0.002123859,0.003384111],"domain_scores_gemma":[0.9946612,0.0005308564,0.0002186051,0.002142877,0.0003042254,0.002142241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005550524,0.0009105174,0.005276517,0.009556871,0.003079456,0.002617039,0.009711035,0.4590448,0.1638486,0.01277568,0.2789293,0.05369511],"study_design_scores_gemma":[0.005904575,0.001013139,0.006624551,0.001101103,0.0005690298,0.0001517828,0.0009116898,0.3319466,0.05613713,0.0008680442,0.5888919,0.005880444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6155586,0.02564196,0.06327247,0.0315204,0.01408409,0.009062856,0.001931505,0.0164814,0.2224467],"genre_scores_gemma":[0.9827291,0.00146316,0.004414458,0.0009925958,0.003856945,0.0002455032,0.0001557527,0.0009491018,0.005193394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3671705,"threshold_uncertainty_score":0.999508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950899885073088,"score_gpt":0.2356210408109772,"score_spread":0.2161120419602464,"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."}}