{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"f4060d5f433e","filters":{"venue":"Vértices"}},"results":[{"id":"W1971303334","doi":"10.5935/1809-2667.20040015","title":"Domótica: Aplicabilidade e Sistemas de Automação Residencial","year":2004,"lang":"pt","type":"article","venue":"Vértices","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"César Luiz de Azevedo Dias","is_ca":true},{"name":"Nélio Domingues Pizzolato","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01660720880814746,"gpt":0.2392086760263868,"spread":0.2226014672182394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002516146,0.0009194535,0.000737462,0.001576418,0.001643809,0.01002573,0.00173065,0.001970607,0.008338451],"category_scores_gemma":[0.0065388,0.000583184,0.0009358565,0.001588257,0.001848942,0.006067231,0.005169334,0.001719911,0.00407379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530174,"about_ca_system_score_gemma":0.002008437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003961196,"about_ca_topic_score_gemma":0.002932376,"domain_scores_codex":[0.996748,0.001072711,0.0002928644,0.0004452905,0.001165487,0.0002755533],"domain_scores_gemma":[0.9974706,0.0008000753,0.0001412078,0.0007710005,0.0006060217,0.0002109871],"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":[0.0005803638,0.0004152538,0.01105503,0.001518753,0.0001635263,0.0009142269,0.005638069,0.02965398,0.04285492,0.3295357,0.01976654,0.5579036],"study_design_scores_gemma":[0.00008498612,0.0004493095,0.004432052,0.0006369314,0.0002185404,0.001516142,0.002278353,0.1643814,0.04394058,0.1081286,0.6737732,0.0001598153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05717443,0.002509587,0.8466846,0.001830547,0.0002932916,0.0003931568,0.0003463215,0.01358586,0.07718224],"genre_scores_gemma":[0.5869195,0.003940552,0.3590228,0.0007230297,0.0001506084,0.0004518983,0.001335271,0.001327667,0.04612871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01002573,"threshold_uncertainty_score":0.02789491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296270898","doi":"10.19180/1809-2667.v24n22022p567-580","title":"Influxos neoliberais na configuração das Escolas Cidadãs Integrais (ECI) da rede estadual de educação da Paraíba: uma leitura discursiva","year":2022,"lang":"en","type":"article","venue":"Vértices","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Governmentality; Sociology; Neoliberalism (international relations); Biopower; Humanities; Political science; Social science; Philosophy","authors":[{"name":"Izaías Serafim de Lima Neto","is_ca":false},{"name":"Francisco Vieira da Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04257233335646993,"gpt":0.3664642754064936,"spread":0.3238919420500237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004424604,0.0004395301,0.0004575414,0.002406082,0.008483001,0.01484054,0.001634517,0.001550392,0.004638747],"category_scores_gemma":[0.00468118,0.0003193945,0.0002542793,0.003638837,0.02235661,0.006652208,0.009335062,0.003973196,0.0003943276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01689414,"about_ca_system_score_gemma":0.01493688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01666646,"about_ca_topic_score_gemma":0.04617534,"domain_scores_codex":[0.9971258,0.00134351,0.00007752761,0.0003747091,0.0004863088,0.0005921895],"domain_scores_gemma":[0.9982045,0.000779843,0.0002795552,0.0002121799,0.0002376846,0.0002863024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003094214,0.00003168637,0.004290311,0.0002145849,0.000005992325,0.0003540617,0.1953446,0.000237118,0.0005797496,0.7568832,0.001159388,0.04086832],"study_design_scores_gemma":[0.00001896974,0.00007390482,0.01230847,0.001380494,0.00003635148,0.0006426473,0.3152346,0.000907313,0.001554519,0.170764,0.4970261,0.00005262613],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4033067,0.01861023,0.01963681,0.03261318,0.0005882818,0.0001900973,0.0001163351,0.0001782311,0.5247601],"genre_scores_gemma":[0.9868152,0.002325764,0.002276503,0.0004190072,0.0000471639,0.00005512372,0.00002250425,0.00002736202,0.008011361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01689414,"threshold_uncertainty_score":0.1225761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297445782","doi":"10.19180/1809-2667.v24n22022p601-621","title":"O programa Mulheres Mil como política pública de educação profissional: levantamento e descritores das produções acadêmicas em nível stricto sensu (2013-2021)","year":2022,"lang":"en","type":"article","venue":"Vértices","topic":"Education and Public Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Vulnerability (computing); Political science; Sociology; Humanities; Art","authors":[{"name":"Márcio Adriano de Azevedo","is_ca":false},{"name":"Tathyane Torres da Silva Duarte","is_ca":false},{"name":"Sandyeva Francione Silva Araújo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04527571025817708,"gpt":0.4151501816454521,"spread":0.3698744713872751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.005928458,0.0001804492,0.0003335766,0.003794235,0.001743072,0.002188235,0.0006199326,0.000451125,0.003260678],"category_scores_gemma":[0.01690102,0.0002208105,0.000272944,0.006492931,0.001488175,0.001441869,0.002014748,0.000892947,0.0002270068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00630949,"about_ca_system_score_gemma":0.01847858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02780071,"about_ca_topic_score_gemma":0.03757915,"domain_scores_codex":[0.9971462,0.001205846,0.0001361594,0.0002019457,0.0007208727,0.0005890401],"domain_scores_gemma":[0.9901351,0.004425407,0.002222589,0.0005040967,0.001755049,0.0009577087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002218268,0.0004305214,0.3044718,0.005408531,0.00007827491,0.0005556786,0.222881,0.0006601401,0.0018205,0.07537638,0.01016621,0.3779292],"study_design_scores_gemma":[0.00002561211,0.0002331832,0.549989,0.004298396,0.00009649992,0.0003612623,0.2261903,0.0007654228,0.001483659,0.003128114,0.2133938,0.00003459655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9111183,0.007518436,0.002040638,0.012072,0.0001382339,0.0005062511,0.001564748,0.00009915593,0.06494209],"genre_scores_gemma":[0.9928991,0.002889713,0.001146021,0.0002317877,0.00003805384,0.0002570108,0.0002188845,0.00001069382,0.002308629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9962057,"threshold_uncertainty_score":0.05527776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7103981310","doi":"10.19180/1809-2667.v27n12025.23505","title":"Políticas de Internacionalização na Educação Básica: inserções na formação continuada de professores","year":2025,"lang":"pt","type":"article","venue":"Vértices","topic":"Global Education and Multiculturalism","field":"Social Sciences","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":"Relation (database); Perspective (graphical); Value (mathematics); Process (computing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03625082420276572,"gpt":0.4028309136245449,"spread":0.3665800894217792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01535822,0.0003672496,0.000377854,0.001865533,0.005942629,0.006313434,0.001349015,0.003023858,0.01151604],"category_scores_gemma":[0.02357459,0.0004578169,0.0004431599,0.002064729,0.0081421,0.00379962,0.008260692,0.00495592,0.001902409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01264841,"about_ca_system_score_gemma":0.03136722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01760104,"about_ca_topic_score_gemma":0.02453254,"domain_scores_codex":[0.9887282,0.004598076,0.0003213064,0.001274247,0.001715448,0.003362796],"domain_scores_gemma":[0.9767536,0.005088725,0.003801297,0.001312968,0.004306565,0.008736765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002179481,0.0002178056,0.03761472,0.0008755561,0.0000347372,0.000794507,0.08949587,0.0004429769,0.004445093,0.6850618,0.04723932,0.1335596],"study_design_scores_gemma":[0.00004804754,0.0001647367,0.03204022,0.0006225489,0.00002246471,0.0004799814,0.02049138,0.0003480877,0.001322979,0.01112811,0.9332933,0.00003822367],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3142316,0.01812924,0.01256411,0.2551937,0.003255103,0.000402963,0.000339037,0.0004421092,0.3954422],"genre_scores_gemma":[0.9185836,0.003523089,0.002245844,0.007843079,0.0006511784,0.0001724252,0.00007511042,0.00007951398,0.0668262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01760104,"threshold_uncertainty_score":0.09177101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}