{"meta":{"query_hash":"9f7d6c70e7f9","filters":{"venue":"한국통신학회 학술대회논문집"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/9f7d6c70e7f9","api":"https://metacan.xera.ac/api/v1/cohort?venue=%ED%95%9C%EA%B5%AD%ED%86%B5%EC%8B%A0%ED%95%99%ED%9A%8C+%ED%95%99%EC%88%A0%EB%8C%80%ED%9A%8C%EB%85%BC%EB%AC%B8%EC%A7%91"},"results":[{"id":"W2218723060","doi":"","title":"Quarter wavelength short stub를 이용한 high-Q 원통형 LTCC Ka-band 공진기","year":2006,"lang":"ko","type":"article","venue":"한국통신학회 학술대회논문집","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ka band; Stub (electronics); Quarter (Canadian coin); Telecommunications; Electrical engineering; Engineering; History","score_opus":0.005970903537181276,"score_gpt":0.20186185522636718,"score_spread":0.1958909516891859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2218723060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909975,0.0018354852,0.041122336,0.0008020546,0.0013534871,0.00011238038,0.00087625795,0.0035214508,0.04040153],"genre_scores_gemma":[0.96389407,0.00015629688,0.014730083,0.00017297502,0.000121785335,0.00004333776,0.00044245386,0.00013204552,0.020307006],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998186,0.000013511586,0.000009636471,0.000043398562,0.00008335555,0.000031513595],"domain_scores_gemma":[0.9993148,0.000114300994,0.0001140212,0.00010626799,0.00028954676,0.00006107237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019982265,0.00023837824,0.00023101651,0.00028468727,0.00065972906,0.000817132,0.00056420505,0.00059712643,0.0061182417],"category_scores_gemma":[0.00044963075,0.00019380434,0.00014023038,0.00024855454,0.00039173636,0.0007164679,0.00020268987,0.00049359584,0.0025599562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043019047,0.000044193213,0.00094926683,0.00017712437,0.000019052182,0.00018518271,0.00023198206,0.00041707937,0.969496,0.0031171618,0.005545504,0.019387186],"study_design_scores_gemma":[0.00007025365,0.00087068835,0.005320635,0.000024665373,0.000060301067,0.0005320587,0.0001923582,0.010183598,0.91907316,0.0011702969,0.062440068,0.00006197457],"about_ca_topic_score_codex":0.00091307465,"about_ca_topic_score_gemma":0.0026518132,"teacher_disagreement_score":0.0061182417,"about_ca_system_score_codex":0.00076874957,"about_ca_system_score_gemma":0.00034376263,"threshold_uncertainty_score":0.02046752},"labels":[],"label_agreement":null},{"id":"W2240812596","doi":"","title":"A Survey on the Underwater Communication Network Projects","year":2014,"lang":"ko","type":"article","venue":"한국통신학회 학술대회논문집","topic":"Underwater Vehicles and Communication Systems","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":"Underwater; Underwater acoustic communication; Marine engineering; Telecommunications; Engineering; Systems engineering; Oceanography; Computer science; Geology","score_opus":0.04831674329757679,"score_gpt":0.23879184987174554,"score_spread":0.19047510657416875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2240812596","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03152181,0.57641447,0.039039176,0.00863645,0.0024866548,0.00043670795,0.0050081825,0.00076712196,0.3356894],"genre_scores_gemma":[0.06828737,0.8419162,0.023860972,0.0011318781,0.0007762258,0.0002938364,0.0080351215,0.0002256589,0.05547269],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983183,0.00036836407,0.00015457462,0.00018388446,0.00081802765,0.00015677555],"domain_scores_gemma":[0.99722064,0.0009584278,0.00028303242,0.00016255448,0.0011549842,0.00022035693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018955753,0.000727577,0.00035757571,0.0065786345,0.0009220748,0.0020191188,0.0009745952,0.0009009046,0.010677335],"category_scores_gemma":[0.003113,0.0003833161,0.00033348633,0.01455508,0.00036377332,0.004069326,0.001403008,0.00083313824,0.0035872923],"study_design_candidate":"not_applicable","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":[0.00006282012,0.00006789586,0.004655165,0.0032319054,0.000017472123,0.0001919718,0.00029350474,0.0015883332,0.0011839945,0.025227904,0.07629643,0.8871826],"study_design_scores_gemma":[0.0000028613752,0.000051375857,0.003182429,0.0011792991,0.0000149105745,0.00043993347,0.00045831216,0.00096633605,0.00065502216,0.001986531,0.99104685,0.000016169137],"about_ca_topic_score_codex":0.0037906596,"about_ca_topic_score_gemma":0.0026465394,"teacher_disagreement_score":0.010677335,"about_ca_system_score_codex":0.0008480481,"about_ca_system_score_gemma":0.002356922,"threshold_uncertainty_score":0.035719275},"labels":[],"label_agreement":null}]}