{"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":"1927ca6be1b4","filters":{"venue":"Revista Inter-Ação"}},"results":[{"id":"W3028078783","doi":"10.5216/ia.v45i1.61630","title":"O RETROCESSO DA REFORMA DO ENSINO MÉDIO, A BNCC, O NEOLIBERALISMO EDUCACIONAL E A MARGINALIZAÇÃO DOS INSTITUTOS FEDERAIS - IFs","year":2020,"lang":"pt","type":"article","venue":"Revista Inter-Ação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","authors":[{"name":"Rosimar Serena Siqueira Esquinsani","is_ca":false},{"name":"Sidinei Cruz Sobrinho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1266919661914157,"gpt":0.3920384762385029,"spread":0.2653465100470872,"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":[0.001364622,0.0007342781,0.0009595104,0.0002152119,0.001819708,0.002134152,0.001375325,0.0005683454,0.02173395],"category_scores_gemma":[0.001701604,0.0007206369,0.0005032983,0.001362975,0.0006581523,0.002300896,0.0003712935,0.001428603,0.002418142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004362288,"about_ca_system_score_gemma":0.002058145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112698,"about_ca_topic_score_gemma":0.0003191209,"domain_scores_codex":[0.994078,0.001212007,0.001299152,0.001225266,0.001113312,0.001072311],"domain_scores_gemma":[0.9960594,0.0005206722,0.001095803,0.0007218876,0.0005848317,0.001017417],"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":[0.00137292,0.0011988,0.009844293,0.002391485,0.0008921226,0.0002607385,0.3837371,0.00001377966,0.0002025283,0.1295219,0.4175006,0.05306361],"study_design_scores_gemma":[0.0006338115,0.0003306725,0.0004689205,0.0007397553,0.0002423823,0.00006970829,0.02537218,0.0001747716,0.00005980664,0.0002450931,0.9708163,0.0008466165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.255583,0.02686222,0.002642718,0.4072011,0.01121456,0.003244378,0.0006331491,0.0008498743,0.291769],"genre_scores_gemma":[0.9523192,0.001947785,0.0002216438,0.01457679,0.002737988,0.00006146816,0.0001515421,0.00007777862,0.02790578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6967363,"threshold_uncertainty_score":0.9995245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225295919","doi":"10.5216/ia.v47i1.71370","title":"ESTRATÉGIAS EDUCACIONAIS PARA PROMOVER A INTERAÇÃO SOCIAL DE CRIANÇAS COM TRANSTORNO OPOSITOR DESAFIADOR (TOD) NO ÂMBITO ESCOLAR: UMA REVISÃO INTEGRATIVA DE LITERATURA","year":2022,"lang":"pt","type":"article","venue":"Revista Inter-Ação","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Art","authors":[{"name":"Silvia Mossi Utzig","is_ca":false},{"name":"Carine Jardim de Castro","is_ca":false},{"name":"Mara Aparecida de Miranda Batista Dias","is_ca":false},{"name":"Rodrigo de Souza Balk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03635223036019319,"gpt":0.3324957683505234,"spread":0.2961435379903302,"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":[],"category_scores_codex":[0.002723999,0.001175808,0.001543269,0.000362416,0.003505924,0.00237396,0.002695895,0.000558758,0.005183459],"category_scores_gemma":[0.0006522842,0.001218013,0.001333895,0.001410748,0.0008015543,0.0009728732,0.0005378877,0.002915525,0.0003846454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003131216,"about_ca_system_score_gemma":0.00235325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001642073,"about_ca_topic_score_gemma":0.0003449314,"domain_scores_codex":[0.9894108,0.003701235,0.001759295,0.001656889,0.001388781,0.002082965],"domain_scores_gemma":[0.9963201,0.0004850789,0.0008532851,0.0008934129,0.0005812688,0.0008668926],"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":[0.00253915,0.004183538,0.005215358,0.002828435,0.001035522,0.0008596956,0.7643251,0.00001210411,0.006013538,0.02399148,0.09152354,0.09747252],"study_design_scores_gemma":[0.002797311,0.002735022,0.001297648,0.006926475,0.0009544847,0.000318284,0.132384,0.002271235,0.000671796,0.0006712428,0.8453484,0.003624113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910542,0.01789267,0.008630475,0.01981344,0.0139994,0.00779194,0.002887929,0.0009920029,0.01745016],"genre_scores_gemma":[0.9801257,0.0005064784,0.000501559,0.001600509,0.002743621,0.0005506783,0.0001452188,0.0001665141,0.01365975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7538248,"threshold_uncertainty_score":0.9993848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120015054","doi":"10.5216/ia.v45i3.66953","title":"MUDANÇAS DE PODER NA CASA DE FORÇAS: EUROPA, EDUCAÇÃO SUPERIOR E ONDAS SÍSMICAS DE DESLOCAMENTOS","year":2020,"lang":"pt","type":"article","venue":"Revista Inter-Ação","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Humanities; Political science; Power (physics); Art; Physics","authors":[{"name":"Susan L. Robertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0473332561949901,"gpt":0.2648882284928545,"spread":0.2175549722978644,"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":[0.001220221,0.0005974605,0.0009758336,0.0002751309,0.0002875239,0.0008216405,0.0008527904,0.0003384517,0.004565962],"category_scores_gemma":[0.0010382,0.0007462308,0.0004868993,0.0006589934,0.0001255263,0.0004315384,0.0002651509,0.0007321013,0.00141909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490285,"about_ca_system_score_gemma":0.0006134237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005177648,"about_ca_topic_score_gemma":0.00004743929,"domain_scores_codex":[0.9959095,0.0002129506,0.001376977,0.001058729,0.00009857098,0.001343317],"domain_scores_gemma":[0.9975367,0.0001596814,0.000579623,0.0007586734,0.0001057164,0.0008596236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005928185,0.001312072,0.7978498,0.002885034,0.0008440209,0.0002281136,0.06417221,0.00007657038,0.00112307,0.0253791,0.07409221,0.031445],"study_design_scores_gemma":[0.002360083,0.001086898,0.0627889,0.00104775,0.0004018572,0.0003357333,0.006889914,0.03302784,0.001396094,0.001389766,0.8865564,0.002718761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540335,0.009069481,0.01666406,0.01267755,0.001264494,0.0007441478,0.0003778359,0.0001162495,0.005052712],"genre_scores_gemma":[0.9825929,0.001872017,0.001345702,0.007139423,0.0009735551,0.00008052444,0.00007315618,0.0001714566,0.005751295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8124642,"threshold_uncertainty_score":0.9994988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376126927","doi":"10.5216/ia.v48i1.74943","title":"ENSINO DE SOCIOLOGIA SOB A RAZÃO NEOLIBERAL: UM ESTUDO DOS PRIMEIROS IMPACTOS DO NOVO ENSINO MÉDIO EM ANÁPOLIS","year":2023,"lang":"pt","type":"article","venue":"Revista Inter-Ação","topic":"Sociology and Education in Brazil","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":"Humanities; Sociology; Political science; Philosophy","authors":[{"name":"Enrico Paternostro Bueno da Silva","is_ca":false},{"name":"Thiago Carvalho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06547547689913345,"gpt":0.3876453232595082,"spread":0.3221698463603748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003279877,0.0008185154,0.001241576,0.0003909073,0.001919051,0.0006846029,0.001333165,0.001432587,0.00303604],"category_scores_gemma":[0.002373812,0.000799339,0.0008235525,0.001575923,0.001866606,0.0004352974,0.0004898554,0.001512059,0.004491023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150314,"about_ca_system_score_gemma":0.001498662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009763513,"about_ca_topic_score_gemma":0.0001397494,"domain_scores_codex":[0.992449,0.002158169,0.001239389,0.00126027,0.0006017683,0.002291329],"domain_scores_gemma":[0.9952937,0.001669436,0.000749193,0.001097828,0.0004511715,0.0007387182],"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":[0.000180668,0.0005035286,0.1131029,0.00035292,0.0007364362,0.0001282768,0.4016119,0.00001306937,0.0008869363,0.01104398,0.4606112,0.0108282],"study_design_scores_gemma":[0.003745744,0.001396848,0.3078174,0.002049809,0.00111555,0.0002785944,0.327002,0.0005242456,0.0006292505,0.01139465,0.3394739,0.004571979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783463,0.002196899,0.0002161658,0.007742316,0.004659783,0.001206471,0.0001403767,0.0008009469,0.004690754],"genre_scores_gemma":[0.9647553,0.001515143,0.000150222,0.003463973,0.002385318,0.0001149826,0.0001141245,0.0001177405,0.02738319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947145,"threshold_uncertainty_score":0.9998637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}