{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"38b88500594e","filters":{"venue":"Revista de Economia e Agronegócio"}},"results":[{"id":"W1491430026","doi":"10.25070/rea.v2i3.37","title":"RETORNOS À ESCALA E MERCADO COMPETITIVO: TEORIA E EVIDÊNCIAS EMPÍRICAS.","year":2015,"lang":"pt","type":"article","venue":"Revista de Economia e Agronegócio","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":5,"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; Physics; Economics; Philosophy","authors":[{"name":"Eliseu Alves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05145207835275721,"gpt":0.2585794463424111,"spread":0.2071273679896539,"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":[0.00480999,0.001142996,0.002715813,0.000692017,0.0003846962,0.001015679,0.001601415,0.0009925581,0.004831192],"category_scores_gemma":[0.0009462075,0.001539063,0.0009359164,0.0004917968,0.0004402244,0.001148867,0.0005235715,0.001187494,0.03164046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003252134,"about_ca_system_score_gemma":0.0007868339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008689484,"about_ca_topic_score_gemma":0.0001936735,"domain_scores_codex":[0.9923598,0.0004139045,0.003272934,0.00195617,0.0000637796,0.00193338],"domain_scores_gemma":[0.9933099,0.0006027435,0.002061152,0.002188003,0.0001250449,0.001713213],"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":[0.0002451669,0.0002969573,0.07095695,0.0002877297,0.0005247315,0.00005005798,0.003386937,0.000253724,0.000007553188,0.8531157,0.06959574,0.001278782],"study_design_scores_gemma":[0.003396108,0.0004721721,0.01531933,0.0002925324,0.0001646804,0.0001337977,0.001117389,0.002493354,0.00006506636,0.03654245,0.9376807,0.002322419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7990844,0.0262074,0.0007675023,0.004298773,0.004279329,0.001339524,0.001772266,0.0002615065,0.1619893],"genre_scores_gemma":[0.9530887,0.002521541,0.0005304536,0.002393302,0.003542403,0.0001091655,0.0001690458,0.0002782264,0.03736715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.868085,"threshold_uncertainty_score":0.9987059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2177810365","doi":"10.25070/rea.v6i1.124","title":"AGROINDÚSTRIA CANAVIEIRA E DESENVOLVIMENTO LOCAL: O CASO DA USINA USACIGA NO MUNICÍPIO DE CIDADE GAÚCHA-PR.","year":2015,"lang":"pt","type":"article","venue":"Revista de Economia e Agronegócio","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":3,"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":"Geography","authors":[{"name":"Pery Francisco Assis Shikida","is_ca":true},{"name":"Elvanio Costa de Souza","is_ca":true},{"name":"Vanessa de Souza Dahmer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.078164191904065,"gpt":0.3127326998639197,"spread":0.2345685079598547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003720079,0.0009075789,0.001370769,0.0002010521,0.0009491668,0.001642737,0.001629221,0.0008696902,0.001615696],"category_scores_gemma":[0.0004496497,0.001018968,0.0005467121,0.0006820558,0.00101095,0.00109133,0.000511932,0.0007711304,0.003092316],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007394235,"about_ca_system_score_gemma":0.004677998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03638496,"about_ca_topic_score_gemma":0.01211713,"domain_scores_codex":[0.9934491,0.0009793791,0.001352383,0.001201826,0.0006804571,0.00233687],"domain_scores_gemma":[0.9954656,0.0003301283,0.0007589068,0.001041219,0.0003379173,0.002066203],"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":[0.0002228692,0.0004855251,0.07929607,0.0003626541,0.001028282,0.0002795602,0.1363808,0.0002058344,0.0002164549,0.01591382,0.7611465,0.004461653],"study_design_scores_gemma":[0.001961379,0.0002402152,0.00524505,0.0004251239,0.0003656341,0.00003108375,0.03878646,0.002228759,0.0001496795,0.0006721537,0.9480103,0.001884142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360896,0.01804755,0.0004569433,0.003112503,0.002287376,0.001521365,0.00009663669,0.000295942,0.03809212],"genre_scores_gemma":[0.8782713,0.002282762,0.001228775,0.001004452,0.002181276,0.00007376309,0.0001170782,0.0001587831,0.1146818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1868638,"threshold_uncertainty_score":0.9993936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610621190","doi":"10.25070/rea.v2i2.35","title":"EFICIÊNCIA TÉCNICA NA PRODUÇÃO DE LEITE EM PEQUENAS PROPRIEDADES DA MICRORREGIÃO DE VIÇOSA.","year":2015,"lang":"pt","type":"article","venue":"Revista de Economia e Agronegócio","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nutrasource","funders":"","keywords":"Physics; Mathematics; Humanities; Materials science; Art","authors":[{"name":"José Roberto Lima Santos","is_ca":true},{"name":"Wilson da Cruz Vieira","is_ca":true},{"name":"António José Medina dos Santos Baptista","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02174533627884111,"gpt":0.2303673996621432,"spread":0.2086220633833021,"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":[0.001705791,0.0008150938,0.0008407917,0.00009014884,0.0004052055,0.001018437,0.001236859,0.0005702229,0.001144319],"category_scores_gemma":[0.0002006807,0.0006977615,0.0003063996,0.0004081522,0.0002827335,0.0007817659,0.0005924617,0.0008077692,0.00483979],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004577051,"about_ca_system_score_gemma":0.0008624052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004458937,"about_ca_topic_score_gemma":0.000305879,"domain_scores_codex":[0.9952651,0.0003515476,0.0009744332,0.001260057,0.0003687605,0.001780088],"domain_scores_gemma":[0.9973357,0.00008382802,0.0005627833,0.0008170044,0.00005239748,0.00114826],"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":[0.0004151455,0.0008247452,0.3642016,0.0007980472,0.0004646078,0.0004084594,0.02222562,0.002684097,0.07965135,0.002873205,0.4953458,0.03010737],"study_design_scores_gemma":[0.00236667,0.0004367596,0.4039717,0.0007902042,0.0003426294,0.0006271852,0.004429993,0.002178858,0.01426135,0.0005115054,0.5670478,0.003035361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868347,0.00341923,0.0002147236,0.003213624,0.0003102157,0.001203637,0.00005729362,0.0001515944,0.004594989],"genre_scores_gemma":[0.9669332,0.0005947794,0.002630786,0.000978649,0.0005900581,0.0001110087,0.0001040374,0.00009103402,0.02796646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.071702,"threshold_uncertainty_score":0.9997688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2506011218","doi":"10.25070/rea.v5i2.105","title":"PERCEPÇÃO E RESPOSTAS GERENCIAIS AO RISCO: UM ESTUDO SOBRE OS PRODUTORES DE LEITE DO PROGRAMA DE DESENVOLVIMENTO DA PECUÁRIA LEITEIRA DA REGIÃO DE VIÇOSA – MG.","year":2015,"lang":"pt","type":"article","venue":"Revista de Economia e Agronegócio","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalsa Corporation","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Sônia Maria Leite Ribeiro do Vale","is_ca":false},{"name":"Vanessa da Fonseca Pereira","is_ca":true},{"name":"Antônio Carlos Lima Neto","is_ca":true},{"name":"Júlio César Oliveira Sant’Anna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02650368568525998,"gpt":0.2554229187855159,"spread":0.2289192331002559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002888197,0.001240007,0.001174449,0.0001901239,0.0007423101,0.003757325,0.001739957,0.0007686547,0.001478739],"category_scores_gemma":[0.0003422247,0.001098418,0.0004624391,0.0006748214,0.0004935116,0.001293958,0.0009970517,0.001080248,0.002797473],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006746529,"about_ca_system_score_gemma":0.001232994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624606,"about_ca_topic_score_gemma":0.0004374074,"domain_scores_codex":[0.9924406,0.0008221864,0.001342674,0.001907414,0.0006993072,0.002787747],"domain_scores_gemma":[0.9958264,0.0001757353,0.0008020478,0.001300151,0.0001024676,0.001793209],"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":[0.0006305666,0.0008159166,0.6532685,0.0004419808,0.0004821481,0.0004577897,0.01780721,0.0006110719,0.01625671,0.001708235,0.2822104,0.02530945],"study_design_scores_gemma":[0.002414864,0.000754056,0.4383332,0.0007472478,0.0004352275,0.000410918,0.006428697,0.001318187,0.001444992,0.0005879927,0.5445775,0.002547179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851578,0.004014786,0.0001339468,0.003287164,0.0003371368,0.00217602,0.0001105937,0.0002346895,0.004547819],"genre_scores_gemma":[0.9663176,0.00130686,0.006358543,0.0007050071,0.00102857,0.0003598251,0.0002445092,0.0001673074,0.02351181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.262367,"threshold_uncertainty_score":0.9994341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2547894895","doi":"10.25070/rea.v8i1.161","title":"COMPENSAÇÕES FINANCEIRAS E ROYALTIES HIDRELÉTRICOS NA DETERMINAÇÃO DO INVESTIMENTO PÚBLICO E DAS DESPESAS SOCIAIS.","year":2015,"lang":"pt","type":"article","venue":"Revista de Economia e Agronegócio","topic":"Fiscal Policy and Economic Growth","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":"Cascades (Canada)","funders":"","keywords":"Political science","authors":[{"name":"Mirelle Cristina de Abreu Quintela","is_ca":true},{"name":"Fátima Marília Andrade de Carvalho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07102180420750281,"gpt":0.2726128043886366,"spread":0.2015910001811337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002623419,0.001369427,0.003053387,0.0009455741,0.0006033658,0.00174581,0.001792891,0.001054087,0.001030192],"category_scores_gemma":[0.0007385579,0.001822566,0.0009294186,0.0005699739,0.0006566025,0.001548017,0.0007495269,0.001110726,0.01202397],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00385686,"about_ca_system_score_gemma":0.0008443655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107419,"about_ca_topic_score_gemma":0.00014489,"domain_scores_codex":[0.9916406,0.0002495668,0.00340371,0.002184579,0.0001312315,0.00239029],"domain_scores_gemma":[0.9936063,0.0004232078,0.002437441,0.001859499,0.0001244867,0.001549072],"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":[0.0003589855,0.0007846833,0.3673609,0.0008851925,0.001008672,0.0001142554,0.007830687,0.0007099936,0.00001220867,0.3991624,0.2161211,0.005650894],"study_design_scores_gemma":[0.009734493,0.001526326,0.1239625,0.0007220423,0.0004196727,0.0002342903,0.002403755,0.03726767,0.000270645,0.08710365,0.7300044,0.006350549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911776,0.03560982,0.0007373833,0.003461633,0.002299076,0.00148923,0.001164594,0.0002516777,0.06380898],"genre_scores_gemma":[0.9814299,0.001037954,0.0008363395,0.002405045,0.001560255,0.0001771165,0.0001461247,0.0002774436,0.01212977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5138833,"threshold_uncertainty_score":0.9999672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414048430","doi":"10.25070/rea.v23i2.19421","title":"THE ABC PROGRAM","year":2025,"lang":"en","type":"article","venue":"Revista de Economia e Agronegócio","topic":"Public Health in Brazil","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":"University of British Columbia","funders":"","keywords":"Promotion (chess); Sample (material); Rural area; Rural development; Credit history; Bank credit; Descriptive statistics; Credit union","authors":[{"name":"M. Silva","is_ca":false},{"name":"Athila Leandro de Oliveira","is_ca":false},{"name":"Alexander Silva de Resende","is_ca":false},{"name":"Luizmar de Assis Barros","is_ca":true},{"name":"Vanessa Maria Basso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01415390392684417,"gpt":0.3710129594810017,"spread":0.3568590555541575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002817326,0.000102476,0.0001742344,0.0000528841,0.001538523,0.000692753,0.0006707538,0.0001264907,0.0001604449],"category_scores_gemma":[0.0008410022,0.00008478004,0.00008419859,0.0002881163,0.0004019289,0.0001865232,0.00007826573,0.0002132236,0.0002768843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008144176,"about_ca_system_score_gemma":0.00176743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007867218,"about_ca_topic_score_gemma":0.001132084,"domain_scores_codex":[0.9982886,0.000325035,0.0003536585,0.000240827,0.0001044557,0.0006873817],"domain_scores_gemma":[0.99862,0.0006078157,0.0001122361,0.0004021058,0.00005983127,0.0001980609],"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":[0.000005641674,0.00002573571,0.004752209,0.00002219219,0.00001973257,0.000001140805,0.0006273922,0.000001282465,0.000001226536,0.7142167,0.07593139,0.2043954],"study_design_scores_gemma":[0.0001218192,0.00001271409,0.0104726,0.00002250187,0.000006773939,4.234049e-7,0.0005625536,0.00006949486,0.000002861736,0.003907233,0.9847341,0.00008699303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1376519,0.003400598,0.0001566589,0.08317647,0.001092802,0.00160041,0.000005558034,0.0004895389,0.7724261],"genre_scores_gemma":[0.9405528,0.00291095,0.001567869,0.004920594,0.001155531,0.0006785578,0.000006512692,0.00002865866,0.04817852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9088026,"threshold_uncertainty_score":0.9997613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}