{"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":"891cbccf470d","filters":{"venue":"2021 Brazilian Power Electronics Conference (COBEP)"}},"results":[{"id":"W4206977988","doi":"10.1109/cobep53665.2021.9684135","title":"Composite DC-DC Converter with Bipolar/bidirectional Current-Fed Push-pull Voltage Regulator","year":2021,"lang":"en","type":"article","venue":"2021 Brazilian Power Electronics Conference (COBEP)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Transformer; Electrical engineering; Capacitor; Duty cycle; Voltage; Forward converter; Voltage regulator; Flyback converter; Converters; Computer science; Engineering; Boost converter","authors":[{"name":"Tiago Miguel Klein Faistel","is_ca":false},{"name":"Henrique Jank","is_ca":false},{"name":"Gustavo Colpes Ribeiro","is_ca":false},{"name":"Mário Lúcio da Silva Martins","is_ca":false},{"name":"Luiz A. C. Lopes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006943696392995958,"gpt":0.2155465280055515,"spread":0.2086028316125555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001748692,0.0002529219,0.0003944092,0.0003064905,0.0002790127,0.0007205685,0.0009434404,0.0003942656,0.003492444],"category_scores_gemma":[0.0001544234,0.0001901256,0.000305653,0.0004292979,0.0001336056,0.0005901339,0.0002959021,0.0005160418,0.002129839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056938,"about_ca_system_score_gemma":0.0001912155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003080252,"about_ca_topic_score_gemma":0.0005626871,"domain_scores_codex":[0.9997306,0.00002692941,0.00001450448,0.00006470047,0.0001389396,0.00002420769],"domain_scores_gemma":[0.999902,0.00001338922,0.00001161593,0.00001444669,0.00004809643,0.00001040848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004615783,0.0002197975,0.0005435683,0.0004647874,0.000050085,0.0004045118,0.0001061858,0.00327344,0.8819415,0.005156337,0.004666673,0.1027116],"study_design_scores_gemma":[0.0002858978,0.001376877,0.002836025,0.00009824488,0.0001628489,0.002508648,0.00008899485,0.1631781,0.7638022,0.00319967,0.0623863,0.00007620311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1982276,0.002111129,0.7381103,0.0005447086,0.0005800027,0.000454047,0.0004498936,0.007362404,0.05215997],"genre_scores_gemma":[0.8801849,0.0007844006,0.09969934,0.0002837669,0.0001762897,0.0001414192,0.0002393891,0.0001686801,0.01832175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003492444,"threshold_uncertainty_score":0.0116834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206950250","doi":"10.1109/cobep53665.2021.9684151","title":"Table of Contents","year":2021,"lang":"en","type":"article","venue":"2021 Brazilian Power Electronics Conference (COBEP)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidade Federal do Espírito Santo; Universidade Federal de São João del-Rei; Universidade Tecnológica Federal do Paraná; Universidade Federal do Rio de Janeiro; Universidade de Pernambuco; Universidade Federal de Juiz de Fora; Concordia University; Universidade Federal da Paraíba; Universidade Federal de Uberlândia; Universidade Federal de Santa Maria; Universidade Federal de Santa Catarina; Universidade Estadual de Campinas","keywords":"Computer science; Table (database); Database","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02975525812334501,"gpt":0.2153676527814015,"spread":0.1856123946580565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005902599,0.001014907,0.0009019756,0.004644744,0.001567351,0.004226075,0.001329777,0.0009651014,0.873379],"category_scores_gemma":[0.006660559,0.0002945803,0.0005889713,0.00338174,0.0003497786,0.001726304,0.001729467,0.001083296,0.8244154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767764,"about_ca_system_score_gemma":0.003064334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005565811,"about_ca_topic_score_gemma":0.006989481,"domain_scores_codex":[0.9993482,0.0000807679,0.00003255392,0.0001126798,0.0003655351,0.00006026411],"domain_scores_gemma":[0.9971469,0.0005688741,0.0001206368,0.0002752488,0.001469517,0.0004189106],"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":[0.0000166001,0.00002600681,0.0001318753,0.0001618701,0.000003195238,0.00001803842,0.0000120243,0.00007374449,0.00009486524,0.001044393,0.952519,0.04589846],"study_design_scores_gemma":[0.000006073971,0.00001198897,0.0003464526,0.000182925,0.00000382746,0.00003060111,0.00003062037,0.00003600334,0.00008789225,0.0009171226,0.9983416,0.000004895378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005088541,0.00362219,0.001951859,0.003317448,0.01039089,0.0006072083,0.06141501,0.002131043,0.9160555],"genre_scores_gemma":[0.002167549,0.0029712,0.001359348,0.002247664,0.002253025,0.0004424247,0.03764551,0.0009412353,0.9499721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.126621,"threshold_uncertainty_score":0.1806094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}