{"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":"3ad6af0800e5","filters":{"venue":"Revista Meta Avaliação"}},"results":[{"id":"W1759334891","doi":"10.22347/2175-2753v7i19.781","title":"Efeitos da Avaliação Externa das Aprendizagens no Desenvolvimento Profissional de Professores de Matemática do Ensino Básico em Portugal","year":2015,"lang":"pt","type":"article","venue":"Revista Meta Avaliação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":2,"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":"Fundação para a Ciência e a Tecnologia","keywords":"Humanities; Philosophy","authors":[{"name":"Maria Micaela Marques","is_ca":false},{"name":"Joana Sousa","is_ca":true},{"name":"Natália Costa","is_ca":false},{"name":"José Augusto Pacheco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2179121477312804,"gpt":0.451333182785741,"spread":0.2334210350544606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01306869,0.0002728186,0.0006783307,0.001820044,0.00286612,0.004804912,0.0009082625,0.001189928,0.007770339],"category_scores_gemma":[0.05248465,0.0003808146,0.000621843,0.002400414,0.002091198,0.002644163,0.004323661,0.001387105,0.0008919992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003785285,"about_ca_system_score_gemma":0.007718793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003540986,"about_ca_topic_score_gemma":0.008447484,"domain_scores_codex":[0.9876459,0.006592193,0.0007473995,0.001279622,0.002150064,0.001584809],"domain_scores_gemma":[0.9339323,0.03610056,0.01172572,0.003178769,0.006902937,0.008159764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001476688,0.00135135,0.5082188,0.002772238,0.0001789671,0.0005573332,0.2557095,0.0008966236,0.00368986,0.01217068,0.003186575,0.2097913],"study_design_scores_gemma":[0.0001068552,0.002017817,0.733019,0.001082609,0.0001615345,0.0004124641,0.2056629,0.0007007514,0.002980494,0.003362133,0.05039831,0.00009523758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979346,0.001545766,0.001630104,0.001722715,0.00007807161,0.0001133983,0.0001534744,0.00003181187,0.01537865],"genre_scores_gemma":[0.9953171,0.0006606888,0.0006802911,0.0001120619,0.0000313375,0.00007289579,0.00004616451,0.00001256912,0.003066871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306869,"threshold_uncertainty_score":0.06911469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899175389","doi":"10.22347/2175-2753v10i0.1917","title":"O Relatorio de Avaliação Externa do Programa Voluntariado do Instituto C&amp;A: um estudo meta-avaliativo","year":2018,"lang":"pt","type":"article","venue":"Revista Meta Avaliação","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":1,"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":"","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Flávio Batista Ferreira","is_ca":true},{"name":"Mônica Marques De Oliveira","is_ca":true},{"name":"Glauco da Silva Aguiar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2366369922934697,"gpt":0.3992862227276202,"spread":0.1626492304341505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03415236,0.002068582,0.005447564,0.009435845,0.001528001,0.006038088,0.002871031,0.00272277,0.008719104],"category_scores_gemma":[0.11497,0.001337813,0.01986305,0.008908263,0.001348342,0.004258933,0.002888083,0.003155576,0.0005695788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005144797,"about_ca_system_score_gemma":0.01298421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505996,"about_ca_topic_score_gemma":0.0212036,"domain_scores_codex":[0.9550094,0.02520937,0.008802409,0.004479935,0.005463211,0.001035545],"domain_scores_gemma":[0.8727009,0.09930971,0.01481235,0.004629447,0.007484604,0.001062958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.003459078,0.0003018775,0.1076583,0.5203672,0.2289617,0.000278282,0.005647802,0.002013623,0.000574022,0.007188316,0.005117583,0.1184322],"study_design_scores_gemma":[0.001535844,0.002737349,0.1030294,0.3120665,0.4943852,0.0006180768,0.006710134,0.002454117,0.001748595,0.01027198,0.06417541,0.0002673699],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08959366,0.8539512,0.01999009,0.004692623,0.002174243,0.005327392,0.01327556,0.000228646,0.01076656],"genre_scores_gemma":[0.7785141,0.1665422,0.03152077,0.003299641,0.000766688,0.01247579,0.004183175,0.000171299,0.002526465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03415236,"threshold_uncertainty_score":0.1806171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904411587","doi":"10.22347/2175-2753v10i30.1728","title":"Sistema de Ensino Naval: uma experiência na pratica do ensino por competências","year":2018,"lang":"pt","type":"article","venue":"Revista Meta Avaliação","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":1,"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":"","keywords":"Humanities; Philosophy; Psychology; Pedagogy","authors":[{"name":"Luiza De Sousa Ferreira de Mendonca","is_ca":true},{"name":"Natália Morais Corrêa Borges de Aguiar","is_ca":true},{"name":"Rosa Neira Dopcke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1492706442063659,"gpt":0.4027943500559256,"spread":0.2535237058495597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007031002,0.000459816,0.0004192405,0.001309377,0.006159737,0.008867544,0.001209287,0.001366208,0.009098656],"category_scores_gemma":[0.008829998,0.0003112603,0.0003865226,0.003051773,0.006147635,0.004371104,0.006343098,0.001822932,0.00126654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005772434,"about_ca_system_score_gemma":0.01318663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0518106,"about_ca_topic_score_gemma":0.09617034,"domain_scores_codex":[0.9945564,0.002536112,0.0002503466,0.0005478403,0.001671675,0.0004375242],"domain_scores_gemma":[0.9936846,0.002681477,0.0003956411,0.0006777528,0.001576079,0.0009844205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001680885,0.0002170944,0.04464308,0.001286694,0.00003285944,0.00118512,0.4870421,0.002251782,0.007111726,0.09668783,0.0188285,0.3405452],"study_design_scores_gemma":[0.00001358679,0.0002616669,0.03524996,0.0009737954,0.00003012122,0.0004881519,0.289256,0.001767064,0.001454838,0.01810876,0.6523172,0.00007888386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5785707,0.006669482,0.04596603,0.03386768,0.0011097,0.0004107936,0.0004949808,0.0006725616,0.332238],"genre_scores_gemma":[0.9182947,0.005895846,0.02278956,0.001535939,0.0001618374,0.000182357,0.0002760666,0.0001937148,0.05067004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0518106,"threshold_uncertainty_score":0.103018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2948044324","doi":"","title":", J. (2001) : (édition spéciale), São Paulo, Humanitas, FFLCH/USP, 286 p.","year":2005,"lang":"pt","type":"article","venue":"Revista Meta Avaliação","topic":"Literature, Culture, and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Philosophy; Art","authors":[{"name":"Denise Capra de Almeida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07188224062803106,"gpt":0.2863665394785754,"spread":0.2144842988505443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001662643,0.001354167,0.001049625,0.01186855,0.003241372,0.006513863,0.00141766,0.002570947,0.05491575],"category_scores_gemma":[0.006128015,0.001252233,0.0006402673,0.01457009,0.002489964,0.008763753,0.002121307,0.002497243,0.02397182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003374944,"about_ca_system_score_gemma":0.005955731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04767132,"about_ca_topic_score_gemma":0.1296495,"domain_scores_codex":[0.9991837,0.0001494653,0.000121618,0.00008959152,0.0003604698,0.00009512559],"domain_scores_gemma":[0.9967799,0.00140555,0.0003811366,0.0001760526,0.001033006,0.0002244753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003356706,0.00002144343,0.0007716099,0.001921619,0.00002263638,0.0001086095,0.006221757,0.0000595702,0.0003024991,0.01142563,0.8195492,0.1595617],"study_design_scores_gemma":[0.000007202466,0.00001322622,0.005106907,0.003450287,0.00003168789,0.0005209825,0.00415607,0.0000357758,0.000254152,0.002816109,0.9835913,0.00001631956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002309963,0.8553141,0.002045741,0.03829313,0.01382552,0.00006090309,0.003786149,0.0003966781,0.08396783],"genre_scores_gemma":[0.04426635,0.7477906,0.006874966,0.005361768,0.006846273,0.0002169572,0.002886034,0.0008989464,0.1848581],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9450843,"threshold_uncertainty_score":0.1837115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}