{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"d36b827b5c28","filters":{"venue":"Trabalho Educação e Saúde"}},"results":[{"id":"W1987904569","doi":"10.1590/s1981-77462013000100010","title":"Brasil: nova classe média ou novas formas de superexploração da classe trabalhadora?","year":2013,"lang":"pt","type":"article","venue":"Trabalho Educação e Saúde","topic":"Social and Political Issues","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Humanities; Sociology; Philosophy","authors":[{"name":"Mathias Seibel Luce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1454435871870671,"gpt":0.39007437497661,"spread":0.2446307877895429,"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":[0.00134663,0.001207452,0.001419624,0.0003427456,0.001480892,0.001214647,0.001766659,0.001363344,0.01693995],"category_scores_gemma":[0.0008657678,0.001206107,0.0009967979,0.001820054,0.00175006,0.002167468,0.0002190035,0.001656804,0.01178552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008332416,"about_ca_system_score_gemma":0.002049988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03810293,"about_ca_topic_score_gemma":0.005306455,"domain_scores_codex":[0.9905133,0.001002683,0.001466965,0.001333772,0.001535271,0.004148025],"domain_scores_gemma":[0.9943225,0.001148213,0.0003768151,0.0009989118,0.0005937956,0.002559764],"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":[0.0001578965,0.004535655,0.04651259,0.0006067725,0.0009766172,0.0001088366,0.2643038,0.000007950987,0.001867028,0.1273295,0.4766071,0.07698628],"study_design_scores_gemma":[0.003961215,0.001258584,0.141152,0.0007429686,0.001145937,0.0000808022,0.364454,0.0005186,0.002808361,0.04260964,0.4356802,0.005587665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8020455,0.001942719,0.0001203008,0.03812362,0.006341765,0.001838812,0.0001723816,0.0006087524,0.1488062],"genre_scores_gemma":[0.9336594,0.0007302391,0.0003665154,0.003945535,0.004588991,0.0002083502,0.00008034305,0.0001922092,0.05622846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1316139,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976925256","doi":"10.1590/s1981-77462010000100008","title":"Trabalho infanto-juvenil e formação humana: limites na potência ontológica e banalização do sujeito de direitos","year":2010,"lang":"pt","type":"article","venue":"Trabalho Educação e Saúde","topic":"Social and Political Issues","field":"Social Sciences","cited_by":8,"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":"Sociology; Humanities; Philosophy","authors":[{"name":"Laura Souza Fonseca","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0372523135276083,"gpt":0.3514149259674251,"spread":0.3141626124398168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00220547,0.001336582,0.001670042,0.000420093,0.002868663,0.0009979365,0.002277047,0.001725782,0.01077525],"category_scores_gemma":[0.001663923,0.001341789,0.001288374,0.001611232,0.001893461,0.001171259,0.0002672636,0.002615268,0.001418101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004863881,"about_ca_system_score_gemma":0.002080169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01828515,"about_ca_topic_score_gemma":0.03200556,"domain_scores_codex":[0.9900202,0.0009357394,0.001602563,0.001511573,0.001868099,0.004061805],"domain_scores_gemma":[0.9936646,0.001444759,0.0005886523,0.001206966,0.0004963099,0.002598685],"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":[0.0003909414,0.004105759,0.0513633,0.0006049962,0.001134568,0.0002606219,0.4497668,0.000006411864,0.004941206,0.2910135,0.05394477,0.1424671],"study_design_scores_gemma":[0.002811985,0.0009327363,0.06961183,0.0005747112,0.001534367,0.00008181468,0.1087222,0.0002901595,0.004155285,0.03153309,0.7749723,0.004779498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8037459,0.003796651,0.00005579387,0.007202362,0.00824378,0.001207954,0.0003088495,0.0006049589,0.1748337],"genre_scores_gemma":[0.96106,0.00104133,0.0002487052,0.001989797,0.006928456,0.0001482106,0.00007264987,0.0001826771,0.02832811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7210276,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2960502313","doi":"10.1590/1981-7746-sol00223","title":"TRABALHO, EDUCAÇÃO E JUVENTUDES: DIÁLOGO COM O PENSAMENTO SOCIAL DE CHRISTIAN LAVAL E PIERRE DARDOT","year":2019,"lang":"pt","type":"article","venue":"Trabalho Educação e Saúde","topic":"Arts and Performance Studies","field":"Arts and Humanities","cited_by":2,"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; Sociology","authors":[{"name":"Roberto Rafael Dias da Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03501003670580195,"gpt":0.2861670098195617,"spread":0.2511569731137597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008725939,0.001418996,0.001713266,0.0003564996,0.003115044,0.0009729314,0.001075106,0.0004415519,0.03155997],"category_scores_gemma":[0.00004527877,0.001345215,0.0009935033,0.0002160623,0.001093889,0.0007553248,0.0003281169,0.001433996,0.003219501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005700607,"about_ca_system_score_gemma":0.001109913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00239542,"about_ca_topic_score_gemma":0.002135155,"domain_scores_codex":[0.993372,0.0003265757,0.001359928,0.001354606,0.001083429,0.002503456],"domain_scores_gemma":[0.9973531,0.0002123296,0.000632214,0.0008922076,0.0003072812,0.0006028961],"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":[0.0005149437,0.002625813,0.02057748,0.001367702,0.001625469,0.00005742522,0.4372601,0.0000294157,0.0001857531,0.03864511,0.4784395,0.0186713],"study_design_scores_gemma":[0.002385218,0.00102083,0.02848654,0.0005437717,0.0007013124,0.00004698681,0.1473962,0.0002621366,0.0000945443,0.0004028501,0.8166789,0.001980711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7457023,0.007936441,0.0000255102,0.01148666,0.01339754,0.001852398,0.001675589,0.000374287,0.2175492],"genre_scores_gemma":[0.8618128,0.001418461,0.00003313336,0.001532117,0.005831998,0.000113443,0.0002245584,0.000214575,0.1288189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3382394,"threshold_uncertainty_score":0.999856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411735327","doi":"10.1590/1981-7746-ojs3127","title":"Regulação da gestão do trabalho em saúde na pandemia de covid-19: Brasil, Canadá e Portugal","year":2025,"lang":"pt","type":"article","venue":"Trabalho Educação e Saúde","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"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":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Humanities; Political science; Virology; Medicine; Art; Outbreak","authors":[{"name":"Quézia Estéfani Silva Guimarães","is_ca":false},{"name":"Nília Maria de Brito Lima Prado","is_ca":false},{"name":"Hebert Luan Pereira Campos dos Santos","is_ca":false},{"name":"Fernanda Beatriz Melo Maciel","is_ca":false},{"name":"Érica Lima Costa de Menezes","is_ca":false},{"name":"Lise Lamothe","is_ca":true},{"name":"Magda Duarte dos Anjos Scherer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07237923965257029,"gpt":0.4284827333459051,"spread":0.3561034936933348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00339203,0.001882213,0.002423226,0.001063369,0.004928982,0.0002584886,0.001742965,0.001901681,0.006060802],"category_scores_gemma":[0.002348197,0.001907419,0.0009319707,0.00209012,0.0007246445,0.0004799728,0.0007086913,0.003832389,0.0005415138],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004369861,"about_ca_system_score_gemma":0.02041542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02041201,"about_ca_topic_score_gemma":0.03252094,"domain_scores_codex":[0.9865177,0.002349858,0.002928162,0.002417192,0.001297723,0.004489309],"domain_scores_gemma":[0.9908089,0.00241219,0.001057247,0.0022535,0.0004216023,0.003046545],"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":[0.0006413116,0.001089719,0.2557018,0.002882741,0.001436035,0.0003006299,0.03632972,0.00004197823,0.0002021376,0.03473335,0.6444859,0.02215462],"study_design_scores_gemma":[0.007738215,0.0006452622,0.357532,0.003401951,0.002204688,0.00009846299,0.07726853,0.0001356819,0.000173643,0.008189646,0.5393986,0.003213392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6617429,0.02134413,0.001531334,0.1758767,0.01941808,0.007071681,0.001829702,0.001766449,0.1094191],"genre_scores_gemma":[0.8585689,0.001992191,0.000175127,0.0278302,0.001558942,0.0005868634,0.0003040325,0.0002683072,0.1087154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1968261,"threshold_uncertainty_score":0.9994522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053832518","doi":"10.1590/s1981-77462011000300010","title":"O agente comunitário de saúde em angola: desafios para sua atuação e para a formação profissional em saúde","year":2011,"lang":"pt","type":"article","venue":"Trabalho Educação e Saúde","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Ana Lúcia de Moura Pontes","is_ca":false},{"name":"Vera Joana Bornstein","is_ca":true},{"name":"Camila Giugliani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07879093969546096,"gpt":0.3325773989607093,"spread":0.2537864592652483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001515397,0.001758082,0.002083188,0.00057509,0.001053208,0.0001808371,0.001447103,0.001053807,0.007413852],"category_scores_gemma":[0.0002504005,0.001566038,0.0009888549,0.001036324,0.0003730896,0.000615626,0.0004543757,0.002744721,0.003409287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053498,"about_ca_system_score_gemma":0.002584871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635813,"about_ca_topic_score_gemma":0.0005007064,"domain_scores_codex":[0.9898388,0.0007851264,0.002164675,0.001605203,0.00162205,0.003984093],"domain_scores_gemma":[0.9931986,0.000245027,0.0008869164,0.00179981,0.0004775392,0.003392093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01566482,0.02158948,0.5164762,0.00893987,0.004155186,0.004694954,0.1609778,0.00002471647,0.00872857,0.007900645,0.1774211,0.07342665],"study_design_scores_gemma":[0.009141565,0.003318896,0.9020516,0.004224063,0.001787392,0.002779992,0.01827083,0.0007716356,0.005189298,0.001389323,0.04847309,0.002602263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667783,0.00384225,0.0003795718,0.001757103,0.002908244,0.002772543,0.0005445916,0.0004643377,0.0205531],"genre_scores_gemma":[0.9711684,0.001274716,0.002326005,0.0083629,0.001800019,0.0002159438,0.0003363785,0.0002888635,0.01422678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3855754,"threshold_uncertainty_score":0.999556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991263295","doi":"10.1590/1981-7746-sol00261","title":"A revolução do comum","year":2019,"lang":"pt","type":"article","venue":"Trabalho Educação e Saúde","topic":"Social and Economic Solidarity","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":"Art","authors":[{"name":"Felipe Queiroz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04155744935963931,"gpt":0.3224818459512177,"spread":0.2809243965915784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001223505,0.0004529764,0.0008026615,0.000123896,0.0007767612,0.0003174568,0.0009214968,0.0005530937,0.02291428],"category_scores_gemma":[0.0001836289,0.0005029016,0.000501495,0.0006377633,0.0004383489,0.0004789163,0.0001461845,0.0006829387,0.02100335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005266381,"about_ca_system_score_gemma":0.0009962054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004656657,"about_ca_topic_score_gemma":0.001010146,"domain_scores_codex":[0.9962342,0.0004019531,0.00064952,0.0008912625,0.0004957335,0.001327324],"domain_scores_gemma":[0.9979364,0.0003534147,0.0003226752,0.0006920337,0.0001162935,0.0005792253],"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":[0.000207844,0.00162962,0.2951824,0.0003406049,0.0005627227,0.00002189741,0.2638639,0.00001948334,0.0001667142,0.05281448,0.3500423,0.03514803],"study_design_scores_gemma":[0.001942759,0.000320573,0.07932721,0.0002953823,0.0002381456,0.00001139048,0.1561537,0.0001652086,0.00007114623,0.01258566,0.7470701,0.001818773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6651685,0.001101853,0.000004849271,0.00614759,0.01053647,0.0007188286,0.00005713759,0.0001419719,0.3161228],"genre_scores_gemma":[0.8828629,0.0004305514,0.0000383516,0.0009868083,0.002203037,0.0000265222,0.00001310214,0.00005341092,0.1133853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3970277,"threshold_uncertainty_score":0.9997423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250214099","doi":"10.1590/s1981-77462003000100012","title":"Lucie Tanguy","year":2003,"lang":"pt","type":"article","venue":"Trabalho Educação e Saúde","topic":"Political and Social 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":"Canadian Nautical Research Society","funders":"","keywords":"Mathematics","authors":[{"name":"Lucie Tanguy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05731434705087769,"gpt":0.368628743753125,"spread":0.3113143967022473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001053347,0.0004206994,0.0005858575,0.00009722848,0.001145745,0.0002345142,0.0005562251,0.0004711928,0.008917474],"category_scores_gemma":[0.001092546,0.0004248052,0.0004036493,0.0008202373,0.0009361524,0.0003003963,0.00004039564,0.0005326847,0.003257115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003065217,"about_ca_system_score_gemma":0.001033825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236202,"about_ca_topic_score_gemma":0.00077341,"domain_scores_codex":[0.9954459,0.0008758106,0.0005148383,0.0006339299,0.0008008872,0.001728602],"domain_scores_gemma":[0.9979222,0.0003691369,0.0001341902,0.0004079837,0.0001430641,0.001023356],"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":[0.00001272254,0.0008834149,0.001663861,0.00006191453,0.0001247365,0.00003804122,0.08060402,9.429734e-7,0.0001241586,0.8563573,0.05265205,0.007476794],"study_design_scores_gemma":[0.0004339728,0.0001173652,0.003096118,0.00008152823,0.0001496291,0.000005035876,0.05744451,0.000005393292,0.0007067473,0.03445638,0.9027097,0.0007936028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.124759,0.004309395,0.00004793438,0.009653657,0.005386577,0.0004409173,0.00005582705,0.0002003982,0.8551463],"genre_scores_gemma":[0.7768622,0.0004001265,0.00008442775,0.00115468,0.0012497,0.00001895436,0.000005281716,0.00004010337,0.2201845],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8500577,"threshold_uncertainty_score":0.9998204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}