{"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":"c48db6b0afa0","filters":{"venue":"ACTIO Docência em Ciências"}},"results":[{"id":"W4312640202","doi":"10.3895/actio.v6n3.13133","title":"A ciência como um processo: lições epistemológicas da pandemia","year":2021,"lang":"pt","type":"article","venue":"ACTIO Docência em Ciências","topic":"Education during COVID-19 pandemic","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":"University of British Columbia","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Guilherme Brambatti Guzzo","is_ca":false},{"name":"Gabriel Dall’Alba","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06591149410739486,"gpt":0.3656446883021774,"spread":0.2997331941947826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02463022,0.001331212,0.001223682,0.00817991,0.01178122,0.02623309,0.003278612,0.009182482,0.005157088],"category_scores_gemma":[0.02682954,0.0009255304,0.001431794,0.00515745,0.1223245,0.03427016,0.01499722,0.00964937,0.0008765202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01339724,"about_ca_system_score_gemma":0.01018698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008931832,"about_ca_topic_score_gemma":0.004516993,"domain_scores_codex":[0.9761735,0.0171109,0.0007797936,0.002454834,0.002337315,0.001143742],"domain_scores_gemma":[0.9634366,0.02689736,0.002451288,0.003029496,0.002667064,0.001518164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001200805,0.00001668444,0.0006902586,0.0001411268,0.00001200314,0.0001821901,0.04220238,0.0001839205,0.00009050067,0.9517707,0.0006893133,0.004008854],"study_design_scores_gemma":[0.00001244502,0.00001936181,0.000505726,0.0004136965,0.00002010687,0.0003000806,0.02842917,0.000719893,0.0001869834,0.9196853,0.04967317,0.00003403312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0873766,0.04643838,0.1918187,0.1889408,0.001980537,0.0002962605,0.0002222982,0.0002749707,0.4826515],"genre_scores_gemma":[0.9570004,0.009981248,0.01809509,0.005430596,0.0005217193,0.0002732708,0.0000771643,0.0001190216,0.008501486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9882188,"threshold_uncertainty_score":0.1302586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2562731746","doi":"10.3895/actio.v1n1.4739","title":"Análise do processo de construção da prática docente de um professor de Ciências, a partir da perspectiva de sistema de atividades proposta por Engeström","year":2016,"lang":"pt","type":"article","venue":"ACTIO Docência em Ciências","topic":"Science and Education Research","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":"Humanities; Philosophy","authors":[{"name":"Edênia Maria Ribeiro do Amaral","is_ca":false},{"name":"Ana Lúcia Gomes Cavalcanti Neto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06885555736065421,"gpt":0.3883901052393388,"spread":0.3195345478786845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007544742,0.0004479051,0.0004935747,0.004338751,0.01091422,0.01389765,0.001471194,0.001748209,0.0224779],"category_scores_gemma":[0.02227541,0.0004072388,0.0006548214,0.00511232,0.006959019,0.007759593,0.006918205,0.003187678,0.002877887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01115191,"about_ca_system_score_gemma":0.01753224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0176438,"about_ca_topic_score_gemma":0.02851322,"domain_scores_codex":[0.9882092,0.005112394,0.0004434746,0.001237115,0.003787393,0.001210318],"domain_scores_gemma":[0.981457,0.007302999,0.001732846,0.001192695,0.005881582,0.002432884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001182654,0.0001750756,0.0302909,0.0009963694,0.00003809463,0.001101302,0.6192139,0.0005385826,0.002330535,0.1765138,0.01844183,0.1502413],"study_design_scores_gemma":[0.00001357295,0.000138992,0.03383825,0.0007404448,0.00003713663,0.000674002,0.5070693,0.0007830738,0.001624321,0.01536021,0.4396482,0.00007243855],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5305372,0.004724532,0.03902476,0.0252432,0.0007683439,0.0008653078,0.0006875243,0.0003903902,0.3977588],"genre_scores_gemma":[0.8802046,0.002921046,0.01397168,0.001111245,0.0001317088,0.0003241723,0.0002722959,0.0001370399,0.1009262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0224779,"threshold_uncertainty_score":0.08091313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}