{"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":"1161d21d1cec","filters":{"venue":"Revista Brasileira de Informática na Educação"}},"results":[{"id":"W4401612652","doi":"10.5753/rbie.2024.3213","title":"Efeito da promoção do pensamento computacional nas habilidades do século XXI: uma revisão sistemática da literatura","year":2024,"lang":"pt","type":"article","venue":"Revista Brasileira de Informática na Educação","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Leandro Santos da Cruz","is_ca":false},{"name":"Beatriz Santana","is_ca":false},{"name":"Roberto A. Bittencourt","is_ca":true},{"name":"Aurélio Rocha Barreto","is_ca":false},{"name":"Kevin Cerqueira Gomes","is_ca":false},{"name":"José Amâncio Macedo Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03256307329338256,"gpt":0.3187821613515857,"spread":0.2862190880582031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008395632,0.001033896,0.001389109,0.003822014,0.001452224,0.007360489,0.001876005,0.002221233,0.01420967],"category_scores_gemma":[0.04556703,0.0007589405,0.002129562,0.00503217,0.00229404,0.005100143,0.002393161,0.001991104,0.002354509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003306792,"about_ca_system_score_gemma":0.006933627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007127,"about_ca_topic_score_gemma":0.01234746,"domain_scores_codex":[0.9928626,0.003151258,0.0008826896,0.001074799,0.001710438,0.0003182303],"domain_scores_gemma":[0.9460276,0.04126193,0.004830029,0.001993567,0.005185909,0.0007010157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001737165,0.0004315192,0.08064815,0.04669232,0.001709499,0.0007318497,0.0125743,0.005959084,0.004179029,0.04939396,0.02654133,0.7694017],"study_design_scores_gemma":[0.0003415699,0.00278651,0.2018984,0.06156394,0.005249291,0.002119144,0.02459789,0.0114854,0.01353815,0.05165947,0.6241939,0.000566289],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2153818,0.6264634,0.04635849,0.02485289,0.004177494,0.0009425859,0.004754269,0.0008262804,0.07624278],"genre_scores_gemma":[0.6307572,0.2979415,0.04219821,0.003860395,0.001304173,0.001304009,0.003550791,0.0003048099,0.01877889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01420967,"threshold_uncertainty_score":0.04753602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378470698","doi":"10.5753/rbie.2023.2906","title":"Adaptação automática de conteúdo aplicada em ambiente interativo de aprendizagem individualizada","year":2023,"lang":"pt","type":"article","venue":"Revista Brasileira de Informática na Educação","topic":"Education and Digital Technologies","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":"Humber Polytechnic","funders":"","keywords":"Humanities; Philosophy; Computer science","authors":[{"name":"Fernanda F. Peronaglio","is_ca":false},{"name":"Aleardo Manacero","is_ca":false},{"name":"Alexandro Baldassin","is_ca":false},{"name":"Matheus S. dos Santos","is_ca":false},{"name":"Renata Spolon Lobato","is_ca":false},{"name":"Roberta Spolon","is_ca":false},{"name":"Marcos Antônio Cavenaghi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0722439441183677,"gpt":0.3679406122528733,"spread":0.2956966681345056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003273584,0.0009578107,0.0009188425,0.001266527,0.001126708,0.005129291,0.001528578,0.001299402,0.005268159],"category_scores_gemma":[0.01335334,0.0006350109,0.0008026233,0.001013038,0.001114445,0.003887049,0.003199635,0.001453333,0.002419523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155995,"about_ca_system_score_gemma":0.001629678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795455,"about_ca_topic_score_gemma":0.002937576,"domain_scores_codex":[0.9957945,0.0009599018,0.0003134358,0.001221009,0.001421825,0.0002892511],"domain_scores_gemma":[0.992828,0.002466065,0.0004358962,0.001685731,0.002234156,0.0003501676],"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":[0.0009902352,0.0006503536,0.02557742,0.001566936,0.0003083606,0.0008251496,0.01206334,0.04412099,0.1761101,0.02264106,0.01049437,0.7046517],"study_design_scores_gemma":[0.0002009074,0.001558469,0.05647887,0.0006029116,0.0007420715,0.001583311,0.007631823,0.4806966,0.1709199,0.05992349,0.2192043,0.000457381],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2284115,0.002040594,0.7172597,0.001123498,0.0003796141,0.000507946,0.0004024385,0.01685759,0.0330172],"genre_scores_gemma":[0.8534659,0.001019118,0.1290102,0.0002656197,0.0001179204,0.0003718147,0.0005282873,0.0008245487,0.01439655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005268159,"threshold_uncertainty_score":0.01762372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}