{"meta":{"query_hash":"756684eafcb8","filters":{"venue":"대한기계학회 논문집 B권"},"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/756684eafcb8","api":"https://metacan.xera.ac/api/v1/cohort?venue=%EB%8C%80%ED%95%9C%EA%B8%B0%EA%B3%84%ED%95%99%ED%9A%8C+%EB%85%BC%EB%AC%B8%EC%A7%91+B%EA%B6%8C"},"results":[{"id":"W1551365010","doi":"","title":"주행조건에서의 자동차 모델 항력에 대한 수치해석적 연구","year":2003,"lang":"ko","type":"article","venue":"대한기계학회 논문집 B권","topic":"Lattice Boltzmann Simulation Studies","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":"Domain decomposition methods; Computation; Drag; Computational fluid dynamics; Computer science; Finite element method; Wind tunnel; IBM; Drag coefficient; Domain (mathematical analysis); Simulation; Parallel computing; Computational science; Mathematics; Algorithm; Engineering; Mechanics; Physics; Mathematical analysis; Structural engineering","score_opus":0.0208906115988523,"score_gpt":0.252951905657804,"score_spread":0.2320612940589517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551365010","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":[0.031661235,0.00009285343,0.9444061,0.00011868096,0.00014285598,0.00020200656,0.00063821767,0.003918312,0.018819802],"genre_scores_gemma":[0.20962317,0.00016433543,0.77548,0.000053264102,0.000022962413,0.00054490997,0.0012192851,0.00036236382,0.012529809],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991477,0.000010532049,0.00000321833,0.0000118617545,0.000049675324,0.000009945967],"domain_scores_gemma":[0.99989295,0.000015269788,0.000008303307,0.000026059593,0.00004576646,0.000011647626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000144689,0.00023954634,0.0004095013,0.00032263453,0.00040005043,0.00019003135,0.00052183046,0.00022499012,0.0062572025],"category_scores_gemma":[0.00024009238,0.00014545825,0.00024120588,0.00035043407,0.0001997078,0.0001638442,0.00027548888,0.00038428514,0.0020710316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001059194,0.00020295553,0.002632442,0.000295338,0.000040386418,0.00027313415,0.0001341664,0.44031793,0.18366106,0.04262098,0.023652053,0.30606356],"study_design_scores_gemma":[0.000022144688,0.00003755399,0.0007441586,0.0000060254974,0.0000044312824,0.00012406493,0.000011311941,0.95395356,0.01630041,0.0021529442,0.026632495,0.000010939649],"about_ca_topic_score_codex":0.0019121824,"about_ca_topic_score_gemma":0.0019664865,"teacher_disagreement_score":0.0062572025,"about_ca_system_score_codex":0.00018415328,"about_ca_system_score_gemma":0.00066703116,"threshold_uncertainty_score":0.020932436},"labels":[],"label_agreement":null},{"id":"W1938748889","doi":"","title":"이산화된 Navier-Stokes 방정식의 영역분할법을 위한 병렬 예조건화","year":2003,"lang":"ko","type":"article","venue":"대한기계학회 논문집 B권","topic":"Advanced Numerical Methods in Computational Mathematics","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":"Domain decomposition methods; Speedup; Navier–Stokes equations; Conjugate gradient method; Finite element method; Discretization; Parallel algorithm; Mathematics; Iterative method; Grid; Parallel computing; Computer science; Block (permutation group theory); Algorithm; Applied mathematics; Mathematical analysis; Geometry; Physics","score_opus":0.028840312272629495,"score_gpt":0.3144191191277572,"score_spread":0.2855788068551277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1938748889","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":[0.07141163,0.0005084013,0.874826,0.00029460428,0.0005119453,0.00038059693,0.0016143831,0.012509802,0.03794252],"genre_scores_gemma":[0.24554253,0.00038353543,0.7193318,0.00011870953,0.00006174348,0.00056834694,0.0031040176,0.00063077046,0.030258508],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997627,0.000019185081,0.000008444095,0.000026775055,0.00016047854,0.000022301294],"domain_scores_gemma":[0.9998061,0.000024666655,0.000019037205,0.000042400385,0.00009041095,0.000017316786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026291425,0.0002765758,0.00049176713,0.00026668957,0.000520926,0.0003293357,0.00072920584,0.00027686468,0.0037121486],"category_scores_gemma":[0.00042275424,0.00022718022,0.0004174196,0.00040794158,0.00023986427,0.00022098466,0.00043698496,0.0005197758,0.002384382],"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":[0.00032765855,0.00025921335,0.0039542885,0.00042157902,0.00009192794,0.00030982113,0.00018714335,0.2282989,0.128292,0.05896248,0.040692553,0.53820246],"study_design_scores_gemma":[0.00008152053,0.0001411605,0.0012776077,0.00001785843,0.000021181679,0.00029580176,0.000022422806,0.83159953,0.056250688,0.005536258,0.104720995,0.000034941942],"about_ca_topic_score_codex":0.0021767945,"about_ca_topic_score_gemma":0.0016160712,"teacher_disagreement_score":0.0037121486,"about_ca_system_score_codex":0.00027720834,"about_ca_system_score_gemma":0.0009273571,"threshold_uncertainty_score":0.012418389},"labels":[],"label_agreement":null}]}