{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"d3661f648610","filters":{"venue":"Congresso Brasileiro de Automática"}},"results":[{"id":"W2904518345","doi":"10.20906/cps/cba2018-1099","title":"Reinsurance Analytics Using Serial and Parallel Computation on the Multiobjective Evolutionary Algorithm SPEA2","year":2018,"lang":"en","type":"article","venue":"Congresso Brasileiro de Automática","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Evolutionary computation; Reinsurance; Computation; Analytics; Evolutionary algorithm; Parallel computing; Mathematical optimization; Algorithm; Artificial intelligence; Data mining; Mathematics; Finance","authors":[{"name":"Omar Andrés Carmona Cortes","is_ca":false},{"name":"Andrew Rau‐Chaplin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0333921936794001,"gpt":0.2969182888302673,"spread":0.2635260951508672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00130985,0.0007643845,0.001074972,0.001192274,0.0005484861,0.00152953,0.0009075967,0.0007521462,0.00375148],"category_scores_gemma":[0.004889708,0.0003804895,0.0007184134,0.0009940559,0.0004919094,0.001400828,0.001086017,0.00114494,0.0004018218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007494036,"about_ca_system_score_gemma":0.001757772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00805813,"about_ca_topic_score_gemma":0.007195743,"domain_scores_codex":[0.9994563,0.0001533161,0.00003249404,0.0001024671,0.0001825958,0.00007266575],"domain_scores_gemma":[0.9983479,0.0008460509,0.00009052798,0.0002263922,0.0004217491,0.00006734177],"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":[0.0001260255,0.00008973882,0.001857681,0.00003505229,0.00004240502,0.00006284413,0.00004057943,0.9091727,0.001341131,0.008747463,0.001079509,0.07740481],"study_design_scores_gemma":[0.000002284192,0.00000564122,0.00006708574,8.634384e-7,0.000001803725,0.000003551961,0.000002163979,0.9985839,0.0001972817,0.001055899,0.00007857169,0.000001041795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.140325,0.0002425746,0.8518827,0.0003662591,0.0001159211,0.00008293433,0.0001613505,0.001677417,0.005145852],"genre_scores_gemma":[0.7408911,0.0001013768,0.2545856,0.00006080261,0.00003876669,0.0001035603,0.0002571036,0.0002053813,0.003756376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00805813,"threshold_uncertainty_score":0.01602244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905307055","doi":"10.20906/cps/cba2018-0199","title":"MK4: PROGRAMA PARA SÍNTESE DE FUNÇÕES MAJORITÁRIAS COM ATÉ QUATRO VARIÁVEIS DE ENTRADA.","year":2018,"lang":"pt","type":"article","venue":"Congresso Brasileiro de Automática","topic":"Advanced Machining and Optimization Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Physics; Humanities; Art","authors":[{"name":"Jeferson de Lima Muniz","is_ca":false},{"name":"Evandro Catelani Ferraz","is_ca":false},{"name":"Alexandre César Rodrigues da Silva","is_ca":true},{"name":"Gerhard W. Dueck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02041465161774077,"gpt":0.3021417026343309,"spread":0.2817270510165902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003097243,0.0008905118,0.0003051449,0.000635157,0.00037535,0.0006306508,0.0009578582,0.0002971831,0.0139832],"category_scores_gemma":[0.001385255,0.0003604995,0.000409845,0.0004700161,0.0003384817,0.000774321,0.0006913692,0.0006706304,0.002186541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007156846,"about_ca_system_score_gemma":0.001029638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003458004,"about_ca_topic_score_gemma":0.004859891,"domain_scores_codex":[0.9997173,0.00002742453,0.00001259469,0.00006733414,0.0001211277,0.00005418366],"domain_scores_gemma":[0.9994465,0.0001959697,0.00005988388,0.00009329448,0.0001684419,0.0000358799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00336388,0.0006339233,0.01156845,0.001438232,0.0001534526,0.0004228392,0.001126636,0.09282031,0.3466785,0.009619959,0.02698988,0.5051839],"study_design_scores_gemma":[0.0002444465,0.001458919,0.01347403,0.00007538578,0.0001771635,0.0003938815,0.00039968,0.3698403,0.5163565,0.006405085,0.09104796,0.0001266555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3164777,0.0003576203,0.5847331,0.0003799522,0.0001978575,0.0005305936,0.00222484,0.06904332,0.02605508],"genre_scores_gemma":[0.7851668,0.0002632866,0.1815998,0.0001354334,0.00003110387,0.0005852103,0.001963506,0.002879837,0.02737507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0139832,"threshold_uncertainty_score":0.04677844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903838993","doi":"10.20906/cps/cba2018-0328","title":"ANÁLISE DAS TENSÕES INDUZIDAS EM TORRES DE TRANSMISSÃO USANDO MÉTODO DOS MOMENTOS","year":2018,"lang":"pt","type":"article","venue":"Congresso Brasileiro de Automática","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","authors":[{"name":"Anderson Ricardo Justo de Araújo","is_ca":false},{"name":"Sérgio Kurokawa","is_ca":false},{"name":"Claudiner Mendes de Seixas","is_ca":false},{"name":"Behzad Kordi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01470212624811266,"gpt":0.2934719601913363,"spread":0.2787698339432236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006469091,0.0007718145,0.0005656107,0.001306059,0.0003905553,0.001175632,0.0005463627,0.0006597444,0.002760191],"category_scores_gemma":[0.002219398,0.0002891308,0.000489623,0.001250361,0.0003419091,0.001274022,0.0003796975,0.0006818976,0.0005962666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071792,"about_ca_system_score_gemma":0.0004055067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731819,"about_ca_topic_score_gemma":0.002607655,"domain_scores_codex":[0.9994255,0.00006059139,0.00002994233,0.0001155386,0.0003027213,0.0000657223],"domain_scores_gemma":[0.9988562,0.0004751263,0.0001292081,0.0001177573,0.0003809654,0.00004085075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002066824,0.0002139837,0.04004738,0.001913417,0.0001973204,0.00108744,0.002421888,0.1107468,0.447961,0.003818572,0.002978147,0.3865471],"study_design_scores_gemma":[0.00007909676,0.001925394,0.09543265,0.0002974957,0.0003991018,0.001339438,0.003537055,0.4363571,0.4275843,0.004496248,0.02828801,0.0002641786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8055524,0.002453513,0.1792449,0.0003467634,0.0002244467,0.000100218,0.000619915,0.001783905,0.009673866],"genre_scores_gemma":[0.9767224,0.000807513,0.01846406,0.00005210382,0.00001803631,0.00004440381,0.0002628209,0.0001112968,0.003517319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002760191,"threshold_uncertainty_score":0.009233773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388806861","doi":"10.20906/cba2022/3442","title":"Avaliação crítica de inserção de eletropostos em redes de distribuição considerando mitigação por agendamento de recargas","year":2022,"lang":"pt","type":"article","venue":"Congresso Brasileiro de Automática","topic":"Electric Vehicles and Infrastructure","field":"Engineering","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":"Particle swarm optimization; Groundwater recharge; Electric power system; Monte Carlo method; Schedule; Computer science; Scheduling (production processes); Power grid; Grid; Reliability engineering; Environmental science; Engineering; Power (physics); Mathematical optimization; Mathematics; Statistics; Operating system","authors":[{"name":"Héricles Eduardo Oliveira Farias","is_ca":false},{"name":"Camilo S. Rangel","is_ca":false},{"name":"Bernardo Ziquinatti Franciscatto","is_ca":false},{"name":"Luciane Neves Canha","is_ca":false},{"name":"Zeno Iensen Nadal","is_ca":false},{"name":"Rodrigo Braun dos Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01386031439772782,"gpt":0.2515771938165692,"spread":0.2377168794188414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0136684,0.0006197559,0.000498799,0.001873816,0.0009848535,0.003023406,0.002076805,0.001707996,0.003829228],"category_scores_gemma":[0.07287581,0.0003592647,0.0005643142,0.001500284,0.001422333,0.002790177,0.001160262,0.00124108,0.000674906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732575,"about_ca_system_score_gemma":0.002719238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112563,"about_ca_topic_score_gemma":0.01526088,"domain_scores_codex":[0.9876345,0.006452981,0.0004451084,0.0008330785,0.003935894,0.0006983564],"domain_scores_gemma":[0.9279743,0.0491727,0.006326629,0.003788579,0.01170412,0.001033669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00134524,0.0007617209,0.07825433,0.002398181,0.0004162916,0.000562117,0.004537694,0.06547248,0.008520767,0.0269322,0.004857008,0.8059419],"study_design_scores_gemma":[0.0008609038,0.01174167,0.2311917,0.008932373,0.003066342,0.002271182,0.04428112,0.2848213,0.0524732,0.04337373,0.3165025,0.0004839823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8398049,0.01488166,0.05545559,0.01495714,0.0004625971,0.0005391371,0.0002213844,0.0009209567,0.07275663],"genre_scores_gemma":[0.9851163,0.002302506,0.009436937,0.0002975823,0.00008414846,0.00005095021,0.00004364136,0.00004502871,0.002622905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136684,"threshold_uncertainty_score":0.07228631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388806758","doi":"10.20906/cba2022/3546","title":"Ferramenta Computacional para o Planejamento da Expansão de Redes de Distribuição Considerando Confiabilidade","year":2022,"lang":"pt","type":"article","venue":"Congresso Brasileiro de Automática","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Automation; Reliability (semiconductor); Reliability engineering; Software; Computer science; Plan (archaeology); Software quality; Process (computing); Work (physics); Engineering; Power (physics); Software development","authors":[{"name":"Gustavo L. Aschidamini","is_ca":false},{"name":"Gederson A. da Cruz","is_ca":false},{"name":"Lara C. de Almeida","is_ca":false},{"name":"J. Daniel García","is_ca":false},{"name":"Mariana Resener","is_ca":true},{"name":"Roberto Chouhy Leborgne","is_ca":false},{"name":"Luís A. Pereira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03264114133727938,"gpt":0.2801859977909132,"spread":0.2475448564536338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002521068,0.001334916,0.001293391,0.001696379,0.0007488332,0.002086446,0.001499879,0.001237174,0.005480361],"category_scores_gemma":[0.01700888,0.0005721578,0.0008564949,0.001004539,0.0007816982,0.00195269,0.001205495,0.001147678,0.001108364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058649,"about_ca_system_score_gemma":0.001238403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105613,"about_ca_topic_score_gemma":0.01083736,"domain_scores_codex":[0.9988672,0.0003245354,0.0000773232,0.0002766783,0.0003808839,0.00007350335],"domain_scores_gemma":[0.9921774,0.006337462,0.0003441126,0.0004511488,0.0005768152,0.0001130604],"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":[0.000289538,0.00009686346,0.003604831,0.0001977193,0.00007117847,0.0001088653,0.0002874506,0.7505209,0.004825781,0.009995269,0.002466366,0.2275353],"study_design_scores_gemma":[0.000007940084,0.000009129339,0.0001016153,0.00000890006,0.00000574488,0.00001164494,0.00001038075,0.9970005,0.0006718767,0.00161325,0.0005556541,0.000003380782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02454659,0.0001976426,0.9654194,0.0002012102,0.00003427341,0.00004720682,0.0001063906,0.007155431,0.002291935],"genre_scores_gemma":[0.3856797,0.0002783853,0.6114388,0.00008108051,0.00003973581,0.0001927605,0.0002428284,0.0007023873,0.001344462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01105613,"threshold_uncertainty_score":0.02198356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416997064","doi":"10.20906/cba2024/4398","title":"Rede SOM para Aprendizado de Representações Multimodais com Aplicação em Petrofísica","year":2024,"lang":"","type":"article","venue":"Congresso Brasileiro de Automática","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Petrobras; Institute for Catastrophic Loss Reduction","keywords":"Benchmark (surveying); Unsupervised learning; Set (abstract data type); Deep learning; Generative grammar; Supervised learning; Data set; Generative model","authors":[{"name":"Rewbenio A. Frota","is_ca":false},{"name":"Guilherme A. Barreto","is_ca":false},{"name":"Marley Vellasco","is_ca":false},{"name":"Candida Menezes de Jesus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02533496884675193,"gpt":0.2947490774315926,"spread":0.2694141085848407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074448,0.001170692,0.0008396548,0.001354277,0.0004688654,0.00184294,0.001207256,0.0009240531,0.004783033],"category_scores_gemma":[0.003195536,0.0004321148,0.001322214,0.001181023,0.0006526097,0.001860793,0.001493974,0.001492668,0.002149705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000680236,"about_ca_system_score_gemma":0.0008806701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005610994,"about_ca_topic_score_gemma":0.01081114,"domain_scores_codex":[0.9995342,0.00009513883,0.00002991299,0.0001427306,0.0001333689,0.00006462591],"domain_scores_gemma":[0.9990401,0.0003561224,0.00004830654,0.0002367657,0.0002524125,0.000066262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005434255,0.0002190658,0.003203944,0.0002266646,0.0001922258,0.0002348212,0.000274716,0.2482622,0.01835874,0.008034599,0.005041031,0.7154086],"study_design_scores_gemma":[0.00001129303,0.00003752162,0.0004688823,0.00002029054,0.00003120094,0.00006295452,0.00005565882,0.9799334,0.009449701,0.006568375,0.003345599,0.00001505134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03484912,0.0004704947,0.9544826,0.0001792182,0.0001060582,0.00004630672,0.0003794272,0.006170359,0.003316349],"genre_scores_gemma":[0.4746238,0.0005776011,0.5167651,0.0001235377,0.0000707673,0.0001155452,0.001141954,0.000893196,0.005688628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005610994,"threshold_uncertainty_score":0.01600087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416997147","doi":"10.20906/cba2024/4295","title":"Cálculo da capacidade total em células de íon de lítio via mínimos quadrados","year":2024,"lang":"","type":"article","venue":"Congresso Brasileiro de Automática","topic":"Advanced Battery Technologies Research","field":"Engineering","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":"Linear regression; Limit (mathematics); Sensitivity (control systems); Least-squares function approximation; Regression analysis; Partial least squares regression; Linear model","authors":[{"name":"Ana Rita Caetano Bochini","is_ca":false},{"name":"Alain Segundo Potts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01825915433881013,"gpt":0.2963763332588734,"spread":0.2781171789200632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009995122,0.0007618153,0.0006556067,0.001462955,0.0002796318,0.001191461,0.0006930379,0.0005748757,0.002856768],"category_scores_gemma":[0.003173871,0.0002227145,0.0005866597,0.001469978,0.0003048385,0.0007531773,0.0004367195,0.0003582993,0.0007857587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006097528,"about_ca_system_score_gemma":0.0003346823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005648054,"about_ca_topic_score_gemma":0.007756039,"domain_scores_codex":[0.99959,0.00006660939,0.00002569429,0.0001127401,0.0001584352,0.00004649069],"domain_scores_gemma":[0.99882,0.0006639883,0.00009916841,0.00008792021,0.0003094228,0.00001939156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001385252,0.0002028987,0.0594096,0.001822045,0.0003066944,0.000549594,0.001874455,0.2850225,0.235093,0.004384814,0.001712885,0.4082361],"study_design_scores_gemma":[0.0000414609,0.0006242265,0.05353725,0.0001748381,0.0002098438,0.000472673,0.001076131,0.7140272,0.2171886,0.002594627,0.009919629,0.0001336371],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8077161,0.001847087,0.1721743,0.0001505407,0.00006873444,0.0001017963,0.001154636,0.003317896,0.01346887],"genre_scores_gemma":[0.9654345,0.0004816595,0.03135291,0.00001751686,0.000009190033,0.00006012598,0.0003259721,0.0001266293,0.002191532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005648054,"threshold_uncertainty_score":0.01123035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7108482114","doi":"10.20906/cba2024/4213","title":"Regression-Based Law of Energy Efficiency in Wireless Sensor Networks","year":2024,"lang":"","type":"article","venue":"Congresso Brasileiro de Automática","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Energy consumption; Cluster analysis; Wireless sensor network; Efficient energy use; Energy (signal processing); Baseline (sea); Transmission (telecommunications); Energy conservation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01305939034495748,"gpt":0.2569688090578425,"spread":0.243909418712885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003673903,0.0009147815,0.0008133957,0.001137724,0.0004319618,0.0009723021,0.001566965,0.001049937,0.001200483],"category_scores_gemma":[0.01890783,0.0004152469,0.0007533245,0.001488222,0.001501869,0.002531246,0.0006945447,0.001288455,0.0006151613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374472,"about_ca_system_score_gemma":0.0005769389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004057986,"about_ca_topic_score_gemma":0.001950229,"domain_scores_codex":[0.9976914,0.0009160691,0.00008563168,0.0004467898,0.0006748904,0.0001852608],"domain_scores_gemma":[0.9933422,0.004812556,0.0005591961,0.0005352567,0.0007091888,0.00004163412],"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":[0.00003645731,0.00003690845,0.001683041,0.00008517956,0.00003761244,0.00008244257,0.00008991221,0.9412779,0.003112346,0.03843195,0.0005669054,0.01455929],"study_design_scores_gemma":[0.000003371606,0.00002558773,0.0006552546,0.00001243228,0.000005971218,0.00005705674,0.00001791426,0.9892994,0.0008869281,0.008419205,0.0006073299,0.000009556751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05913423,0.001450734,0.9306379,0.0006499863,0.00006201997,0.00009726435,0.0001817158,0.0005428108,0.007243385],"genre_scores_gemma":[0.9173745,0.002261228,0.07455911,0.000263434,0.00008179444,0.0003133465,0.0003022903,0.0002876527,0.004556622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004057986,"threshold_uncertainty_score":0.01942962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416996737","doi":"10.20906/cba2024/4428","title":"Analysis of Distributed Generation’s Impact on the Protection System of Power Distribution Systems","year":2024,"lang":"","type":"article","venue":"Congresso Brasileiro de Automática","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Distributed generation; Electric power system; Key (lock); Electricity; Electricity generation; Distributed power generation; Power (physics); Power-system protection","authors":[{"name":"Rodrigo C. D. de Lima","is_ca":false},{"name":"Matheus Dantas de Lucena","is_ca":false},{"name":"Ramayana L. P. Araújo","is_ca":false},{"name":"Núbia Silva Dantas Brito","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01955992722115168,"gpt":0.2663702348412136,"spread":0.246810307620062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004631536,0.0004514316,0.0003596353,0.0006288493,0.0003138429,0.0008142262,0.0003302513,0.0004734003,0.005645711],"category_scores_gemma":[0.001872147,0.0001725873,0.00050491,0.0005634664,0.0003274219,0.000679735,0.0002957199,0.0004321315,0.0003654313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101036,"about_ca_system_score_gemma":0.0005606149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009082776,"about_ca_topic_score_gemma":0.004386804,"domain_scores_codex":[0.9996678,0.0001198651,0.000009088836,0.00003738475,0.0001034859,0.00006249981],"domain_scores_gemma":[0.9992049,0.0005129649,0.00006812568,0.00003857108,0.0001499194,0.00002546227],"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":[0.00008377976,0.00003747395,0.005328843,0.0001040829,0.00005121075,0.0003132279,0.0001095842,0.9613252,0.003749645,0.01360172,0.0005997993,0.01469546],"study_design_scores_gemma":[0.000009001727,0.00006552803,0.006083396,0.00001809859,0.00003022556,0.00008367506,0.00007738399,0.986684,0.0008768934,0.004807878,0.001256984,0.000006955172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.730099,0.00111897,0.1988031,0.0004695027,0.00005401441,0.0001492234,0.0005403685,0.0002597571,0.06850607],"genre_scores_gemma":[0.9949158,0.0001548975,0.002256227,0.00000860214,0.000008821641,0.00001348536,0.00007602008,0.00001949049,0.002546591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009082776,"threshold_uncertainty_score":0.0188868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}