{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"2e656f8ed3a6","filters":{"venue":"Temporalis"}},"results":[{"id":"W2588886275","doi":"10.22422/2238-1856.2016v16n32p97-121","title":"As Diretrizes Curriculares da ABEPSS e os valores éticos e políticos para a formação profissional em Serviço Social","year":2017,"lang":"pt","type":"article","venue":"Temporalis","topic":"Social and Political Issues","field":"Social Sciences","cited_by":4,"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; Political science; Sociology; Philosophy","authors":[{"name":"Tales Willyan Fornazier Moreira","is_ca":false},{"name":"Lesliane Caputi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1517591912628162,"gpt":0.4439802616612961,"spread":0.2922210703984798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009486846,0.0006574181,0.0009801638,0.0001318758,0.007105502,0.002010104,0.001962694,0.0007994718,0.002648081],"category_scores_gemma":[0.001432205,0.0005766778,0.0006545081,0.0003819041,0.001482145,0.001312769,0.0006674246,0.0006025744,0.00132836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219533,"about_ca_system_score_gemma":0.0006486959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03853448,"about_ca_topic_score_gemma":0.001971123,"domain_scores_codex":[0.9942777,0.0006034641,0.0008221429,0.0008001933,0.001840451,0.001656042],"domain_scores_gemma":[0.9968713,0.0003420151,0.0007580218,0.0007394686,0.0004363942,0.0008528342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004842425,0.002256416,0.1768174,0.000780069,0.0009031438,0.0004271604,0.2898004,5.630693e-7,0.0002694854,0.32719,0.1796677,0.02140354],"study_design_scores_gemma":[0.004037346,0.00100929,0.2294494,0.0009693702,0.0009867235,0.00001542866,0.1179297,0.000338284,0.001624642,0.1493526,0.4901034,0.004183855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224603,0.001148832,0.00001103566,0.04663531,0.002471111,0.00142526,0.0005966241,0.0003657624,0.0248858],"genre_scores_gemma":[0.9764041,0.0001339421,0.00006352163,0.0009770521,0.003944106,0.0001124226,0.0001053468,0.00006705283,0.01819246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104358,"threshold_uncertainty_score":0.9996685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519023347","doi":"10.22422/2238-1856.2016v16n31p333-356","title":"PLANEJAMENTO EM SERVIÇO SOCIAL: TENSÕES E DESAFIOS NO EXERCÍCIO PROFISSIONAL.","year":2017,"lang":"pt","type":"paratext","venue":"Temporalis","topic":"Social and Political Issues","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":"Computer science","authors":[{"name":"Kathiuça Bertollo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1313175726146329,"gpt":0.4131518382999494,"spread":0.2818342656853166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00130318,0.001172052,0.001939062,0.0002001596,0.005485832,0.001412668,0.002509989,0.002306724,0.02794831],"category_scores_gemma":[0.0005526025,0.001069,0.0007982347,0.0003769852,0.001499955,0.000612998,0.0005938659,0.001226951,0.05335251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005090972,"about_ca_system_score_gemma":0.001415726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04624189,"about_ca_topic_score_gemma":0.003588832,"domain_scores_codex":[0.9923016,0.001037502,0.001145247,0.001344345,0.00209923,0.002072036],"domain_scores_gemma":[0.9955797,0.0004361414,0.001228979,0.0008961147,0.000861532,0.0009975544],"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":[0.00009040711,0.000258056,0.001294328,0.0004405206,0.0002406396,0.00006656822,0.04976576,2.087762e-7,0.00002029981,0.004751436,0.9418592,0.001212519],"study_design_scores_gemma":[0.0004998151,0.000131737,0.001147356,0.0005847157,0.0002211839,0.000002071361,0.01629711,0.000007835662,0.00006230459,0.003219355,0.9764192,0.001407283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02410098,0.003575779,0.000004012149,0.03316322,0.01376172,0.002842055,0.003341365,0.0005235988,0.9186873],"genre_scores_gemma":[0.1029412,0.0009861096,0.00008541138,0.001758247,0.01349612,0.0002125463,0.001684825,0.0001623021,0.8786733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0788402,"threshold_uncertainty_score":0.999624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1660789380","doi":"10.22422/2238-1856.2011v11n21p239-270","title":"Na contracorrente da reforma do ensino superior: nótula sobre o curso de Graduação em Serviço Social para os assentados da reforma agrária","year":2012,"lang":"pt","type":"article","venue":"Temporalis","topic":"Social and Political Issues","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":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","authors":[{"name":"Yolanda Guerra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1090559708135767,"gpt":0.3860791607536683,"spread":0.2770231899400917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002524035,0.0008585084,0.001287234,0.0001603041,0.002421784,0.0008644048,0.001057252,0.00113814,0.001315822],"category_scores_gemma":[0.0002885132,0.0007798663,0.000753095,0.0009768748,0.001087081,0.002046389,0.0003679182,0.001062054,0.001090215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009106852,"about_ca_system_score_gemma":0.0005655648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03853087,"about_ca_topic_score_gemma":0.002712114,"domain_scores_codex":[0.9917535,0.001593204,0.001227324,0.0006950693,0.001515735,0.003215131],"domain_scores_gemma":[0.9967188,0.0003090329,0.0005480885,0.0005925879,0.0003755963,0.001455916],"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":[0.00051259,0.001499726,0.151249,0.0004490136,0.0006509999,0.0001214686,0.6292102,5.768356e-7,0.000648955,0.0718035,0.1244749,0.0193791],"study_design_scores_gemma":[0.002829382,0.0003508963,0.06776215,0.000365736,0.0007546727,0.00004788581,0.2451265,0.0001295657,0.001204744,0.004755951,0.6738522,0.002820364],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590805,0.002350805,0.00002016468,0.012255,0.004983183,0.001046952,0.0009110075,0.0004684533,0.01888396],"genre_scores_gemma":[0.9818797,0.0003174803,0.00007287547,0.002010704,0.006719921,0.00005685625,0.0003751959,0.000105865,0.00846142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5493773,"threshold_uncertainty_score":0.9996876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}