{"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":"79db20c743c0","filters":{"venue":"Revista Brasileira de Computação Aplicada"}},"results":[{"id":"W1622849099","doi":"10.5335/rbca.2015.4618","title":"A Matlab code to fit periodic data","year":2015,"lang":"pt","type":"article","venue":"Revista Brasileira de Computação Aplicada","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"MATLAB; Code (set theory); Computer science; Programming language; Computer graphics (images)","authors":[{"name":"Ruth da Silva Brum","is_ca":false},{"name":"Jairo Valões de Alencar Ramalho","is_ca":false},{"name":"Luíz Alberto Oliveira Rocha","is_ca":false},{"name":"Liércio André Isoldi","is_ca":true},{"name":"Elizaldo Domingues dos Santos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1013550430723868,"gpt":0.3172245628265483,"spread":0.2158695197541614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008123957,0.0009709519,0.0005582431,0.001370116,0.0004225437,0.0007050215,0.001397807,0.0007850653,0.05100695],"category_scores_gemma":[0.005141233,0.0004910823,0.0006401584,0.001292696,0.0003089095,0.0006732037,0.0008827561,0.001192456,0.02092108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425155,"about_ca_system_score_gemma":0.0009363368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001884595,"about_ca_topic_score_gemma":0.001949973,"domain_scores_codex":[0.9994198,0.0000961989,0.00006953757,0.0001001131,0.0002674203,0.00004687595],"domain_scores_gemma":[0.9984624,0.0006921639,0.0001183401,0.0001737648,0.0005106347,0.00004276848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003304488,0.0002412472,0.002338882,0.001839124,0.0002213121,0.0008560686,0.0004669547,0.117889,0.03368571,0.02757151,0.1751742,0.6393856],"study_design_scores_gemma":[0.0001367324,0.0001910033,0.002553654,0.0002592808,0.00007089188,0.001441782,0.0001429139,0.6066378,0.042215,0.01774674,0.3284501,0.0001541158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.002985979,0.0002239808,0.9509223,0.000140043,0.0001889074,0.0001279503,0.002618405,0.0357094,0.007083066],"genre_scores_gemma":[0.02979488,0.0003513643,0.9428815,0.0001804825,0.00006599419,0.0006762717,0.004728509,0.009937896,0.01138313],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05100695,"threshold_uncertainty_score":0.1706353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232847299","doi":"10.5335/rbca.2010.012","title":"Representação e Extração de Métricas em Bases de Características: Uma Abordagem Orientada a Objetos","year":2010,"lang":"pt","type":"article","venue":"Revista Brasileira de Computação Aplicada","topic":"Chemistry Education and Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quest University Canada","funders":"","keywords":"Physics; Computer science; Philosophy","authors":[{"name":"Fausto Neri da Silva Vanin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05105171475951387,"gpt":0.3913623951146257,"spread":0.3403106803551118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007921563,0.001360397,0.001368679,0.005603419,0.001415759,0.01039428,0.002053484,0.001103911,0.002381256],"category_scores_gemma":[0.02998682,0.0007817441,0.001782352,0.0094397,0.001848791,0.006937203,0.003580519,0.002173654,0.000939737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796439,"about_ca_system_score_gemma":0.002461633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037557,"about_ca_topic_score_gemma":0.01100341,"domain_scores_codex":[0.9919624,0.002738923,0.001020581,0.001152167,0.002845705,0.0002802617],"domain_scores_gemma":[0.9866361,0.004731715,0.0009239626,0.00326053,0.004088812,0.0003588162],"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":[0.0002416273,0.0001546376,0.02372004,0.001034491,0.000285381,0.0001927442,0.005675592,0.04128794,0.01546227,0.2144953,0.003798144,0.6936518],"study_design_scores_gemma":[0.00004906011,0.0003770832,0.02506596,0.0008059941,0.0006228394,0.001018832,0.006754342,0.4747466,0.03822434,0.3310351,0.1210651,0.000234759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0495611,0.001283269,0.9385251,0.0006792123,0.0001022118,0.000116579,0.001157274,0.0016751,0.006900054],"genre_scores_gemma":[0.2826107,0.000883761,0.7133356,0.00004431313,0.00004054958,0.0001310786,0.001215475,0.0002388396,0.001499674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01039428,"threshold_uncertainty_score":0.04189372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}