{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"94b66436b0b7","filters":{"venue":"대한전기학회 학술대회 논문집"}},"results":[{"id":"W2244201300","doi":"","title":"Modelling and Analysis of Electrodes Erosion Phenomena of SF₆ Arc in a Laval Nozzle","year":2005,"lang":"ko","type":"article","venue":"대한전기학회 학술대회 논문집","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Arc (geometry); Erosion; Engineering; Mechanical engineering; Geology; Geomorphology","authors":[{"name":"Byeong-Yoon Lee","is_ca":false},{"name":"Vui Kien Liau","is_ca":false},{"name":"Ki-Dong Song","is_ca":false},{"name":"Kyong-Yop Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0122647004704586,"gpt":0.2307795718795512,"spread":0.2185148714090926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002230384,0.0002110785,0.0005959864,0.0005469771,0.00003190225,0.00001968036,0.0001578492,0.0001538224,0.00005543416],"category_scores_gemma":[0.00001540966,0.000201505,0.0001417343,0.0008150671,0.00006150216,0.0001024501,0.00007035114,0.000201929,9.674977e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006256835,"about_ca_system_score_gemma":0.00001944654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602113,"about_ca_topic_score_gemma":0.0003885837,"domain_scores_codex":[0.9986588,0.00003041904,0.0005277265,0.0002460205,0.0002064693,0.0003305056],"domain_scores_gemma":[0.9994326,0.00008027015,0.0001249312,0.0002516702,0.00004451656,0.00006598514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004095096,0.0001101616,0.007915853,0.0002595005,0.0002942147,0.000001815799,0.0007752434,0.9478289,0.03953246,0.0003261064,0.00005690646,0.002857858],"study_design_scores_gemma":[0.0003122491,0.0001319018,0.003833801,0.0002707904,0.0004452428,9.405063e-7,0.00006442393,0.7632901,0.2308432,0.0003062599,0.0002601836,0.0002408356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782161,0.004652364,0.01615836,0.0000734897,0.00002239483,0.000142234,0.00004686795,0.00005976254,0.0006284092],"genre_scores_gemma":[0.9848955,0.005833031,0.009079626,0.000007143726,0.00006815457,0.000005439671,0.00001364071,0.00002816123,0.0000693337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1913108,"threshold_uncertainty_score":0.8217137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1548071313","doi":"","title":"캐나다 BC주의 전기안전 시스템","year":2008,"lang":"ko","type":"article","venue":"대한전기학회 학술대회 논문집","topic":"Internet of Things and Social Network Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography","authors":[{"name":"정종욱","is_ca":false},{"name":"김선구","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02504372996046187,"gpt":0.2581395125364311,"spread":0.2330957825759692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003090521,0.0004044708,0.0004564598,0.000156134,0.001021905,0.0004033247,0.001539097,0.0002949609,0.0008383546],"category_scores_gemma":[0.0001047463,0.000413021,0.0004741498,0.0005286558,0.0002638107,0.0009020607,0.0005436337,0.0007961596,0.00343537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197879,"about_ca_system_score_gemma":0.0002448584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008757855,"about_ca_topic_score_gemma":0.0001248396,"domain_scores_codex":[0.9969963,0.0001446472,0.0005933652,0.0007263412,0.000634007,0.0009053826],"domain_scores_gemma":[0.9980831,0.0001777318,0.0002999477,0.0008421163,0.0002756074,0.0003215685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000940809,0.0009638853,0.006138721,0.00007795282,0.0005123324,0.001093385,0.04000545,0.0009486277,0.0003639531,0.11309,0.7981532,0.03855842],"study_design_scores_gemma":[0.001105455,0.0007400406,0.01776276,0.0004139517,0.0000867833,0.0007841437,0.0004945289,0.1017102,0.0007806847,0.004645413,0.8699273,0.001548638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4105568,0.002628004,0.115909,0.01845867,0.03904157,0.001056614,0.00005121543,0.001177008,0.4111211],"genre_scores_gemma":[0.9176823,0.0004555201,0.004549596,0.002574537,0.002240169,0.00001324255,0.000007322441,0.0000423243,0.072435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5071255,"threshold_uncertainty_score":0.9998322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}