{"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":"a8454c0247af","filters":{"venue":"Revista de Estudos em Educação e Diversidade - REED"}},"results":[{"id":"W4206408059","doi":"10.22481/reed.v2i6.10117","title":"FORMAÇÃO DOCENTE: O INSTITUÍDO NO TERRITÓRIO DE IDENTIDADE DO SUDOESTE BAIANO","year":2021,"lang":"pt","type":"article","venue":"Revista de Estudos em Educação e Diversidade - REED","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidade Federal do Rio Grande do Norte; Universidade Estadual do Sudoeste da Bahia; Universidade Federal de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidade de Coimbra; Université du Québec à Chicoutimi","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Daniela Oliveira Vidal da Silva","is_ca":false},{"name":"Cláudio Pinto Nunes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04434637844327998,"gpt":0.360613502361148,"spread":0.316267123917868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002300745,0.0002162867,0.0002981992,0.002674252,0.005792973,0.00461464,0.0006404717,0.0004380571,0.006422583],"category_scores_gemma":[0.004639478,0.0002547661,0.000166102,0.003808459,0.003239705,0.001478706,0.003128184,0.00080054,0.0004134432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009659021,"about_ca_system_score_gemma":0.01529414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.244969,"about_ca_topic_score_gemma":0.4709733,"domain_scores_codex":[0.997778,0.0006602269,0.000102568,0.0003024039,0.0005827665,0.0005740878],"domain_scores_gemma":[0.9971323,0.0006325482,0.0005449795,0.0002392105,0.0007719012,0.0006789544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001542301,0.00008818207,0.3239085,0.0006140454,0.00004990471,0.001288387,0.3019362,0.0005961508,0.004290957,0.1705243,0.005832789,0.1907163],"study_design_scores_gemma":[0.00001483442,0.0001541804,0.4934276,0.0008882898,0.00004827517,0.0003642912,0.1889573,0.0003300633,0.0008723137,0.005636434,0.3092512,0.00005527059],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446317,0.002074084,0.001889892,0.001994577,0.00007941196,0.0001525136,0.000400825,0.00004557358,0.1487313],"genre_scores_gemma":[0.9796596,0.0007382642,0.001510524,0.0001358361,0.00001139254,0.00004984122,0.0001051341,0.00001034588,0.0177789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.244969,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390775908","doi":"10.22481/reed.v4i11.14013","title":"Luminescência como elemento de intercontextualidade no ensino de química: uma experiência no PIBID","year":2023,"lang":"pt","type":"article","venue":"Revista de Estudos em Educação e Diversidade - REED","topic":"Science and Education 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":"Intertek (Canada)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Brunielle Santos de Jesus","is_ca":false},{"name":"Márcio Santos de Santana Filho","is_ca":true},{"name":"Eliane Souza","is_ca":false},{"name":"Siméia dos Santos Cerqueira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0715746543902758,"gpt":0.3838043352201373,"spread":0.3122296808298616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005287966,0.0003994139,0.0005952037,0.001137362,0.009278878,0.01356091,0.001294905,0.001943897,0.005415923],"category_scores_gemma":[0.007273777,0.00042016,0.0004050746,0.00144403,0.0224448,0.006874516,0.009796917,0.003388585,0.0005230069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006619832,"about_ca_system_score_gemma":0.006045504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076018,"about_ca_topic_score_gemma":0.01438154,"domain_scores_codex":[0.9941174,0.004070211,0.0001037812,0.0005097912,0.0007162437,0.0004825658],"domain_scores_gemma":[0.9950535,0.002843441,0.0003634142,0.0005339476,0.0005404408,0.0006652818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009545309,0.0001099334,0.008086415,0.0002716712,0.00001045808,0.001119404,0.7589639,0.0001396227,0.002879648,0.1986415,0.00287448,0.02680743],"study_design_scores_gemma":[0.00002416548,0.0001442988,0.01503438,0.0004887042,0.00003028427,0.001212284,0.6398861,0.0005589423,0.002655949,0.06319311,0.2766964,0.00007531909],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6869588,0.006394247,0.02008774,0.03649562,0.0006322959,0.0001511251,0.0001139354,0.0001382158,0.2490281],"genre_scores_gemma":[0.984992,0.001131837,0.002130864,0.001089007,0.00006092865,0.00005190185,0.00001391193,0.00003593152,0.01049359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356091,"threshold_uncertainty_score":0.04803044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}