{"meta":{"query_hash":"afd2d75787c9","filters":{"venue":"한국구조물진단유지관리공학회 논문집(KSMI)"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/afd2d75787c9","api":"https://metacan.xera.ac/api/v1/cohort?venue=%ED%95%9C%EA%B5%AD%EA%B5%AC%EC%A1%B0%EB%AC%BC%EC%A7%84%EB%8B%A8%EC%9C%A0%EC%A7%80%EA%B4%80%EB%A6%AC%EA%B3%B5%ED%95%99%ED%9A%8C+%EB%85%BC%EB%AC%B8%EC%A7%91%28KSMI%29"},"results":[{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Waterproofing; Civil engineering; Engineering; Forensic engineering; Construction engineering","score_opus":0.019508998850730885,"score_gpt":0.23562104081097723,"score_spread":0.21611204196024636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016794487","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2839699,0.001032417,0.68940645,0.00030882994,0.00017644494,0.00025127412,0.00012567846,0.000489022,0.024240023],"genre_scores_gemma":[0.911578,0.00059894356,0.078988396,0.00007545996,0.000033440414,0.0001139593,0.0001355452,0.000058028847,0.008418076],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903893,0.00017150326,0.00005863118,0.00017858211,0.00048032514,0.00007215246],"domain_scores_gemma":[0.99887747,0.00020875607,0.00012968315,0.00009432536,0.0006444351,0.000045357614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010289679,0.00048241817,0.00025891673,0.000627933,0.00039795123,0.00072115444,0.0005900456,0.0006150523,0.0020360122],"category_scores_gemma":[0.0014437442,0.00022597995,0.00041798246,0.00034461936,0.00048516458,0.0009871315,0.00032402444,0.00030861513,0.00055731006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006066292,0.00021964558,0.022707462,0.001250345,0.000060009854,0.00056514295,0.00091195584,0.03994602,0.61536926,0.020430556,0.0018731277,0.2960599],"study_design_scores_gemma":[0.000071418704,0.0035887514,0.025040895,0.00011608231,0.00021211842,0.0014999327,0.0010605254,0.14832906,0.7671301,0.0053669494,0.04744673,0.00013743281],"about_ca_topic_score_codex":0.0010260341,"about_ca_topic_score_gemma":0.0012879543,"teacher_disagreement_score":0.0020360122,"about_ca_system_score_codex":0.00042978616,"about_ca_system_score_gemma":0.0007923258,"threshold_uncertainty_score":0.006811142},"labels":[],"label_agreement":null}]}