{"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":"f7d11d40da8a","filters":{"venue":"Perspectivas em Análise do Comportamento"}},"results":[{"id":"W3110742129","doi":"10.18761/pac.2020.v11.n2.01","title":"Programação de Condições para Desenvolvimento de Comportamentos: Caracterização da produção científica brasileira de 1998-2017","year":2020,"lang":"pt","type":"article","venue":"Perspectivas em Análise do Comportamento","topic":"Business and Management Studies","field":"Decision 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":"Humanities; Philosophy","authors":[{"name":"Bruno Calábrio Cianca","is_ca":true},{"name":"Mariana Gomide Panosso","is_ca":true},{"name":"Nádia Kienen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.153313171999521,"gpt":0.3752908293614285,"spread":0.2219776573619076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003014971,0.001575903,0.002100711,0.0007166407,0.001602861,0.004619656,0.002900696,0.0004189828,0.001745256],"category_scores_gemma":[0.001034516,0.001483103,0.0009597469,0.002666312,0.0008080506,0.00125979,0.001795797,0.0009472657,0.0005726159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331076,"about_ca_system_score_gemma":0.0009199543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000827643,"about_ca_topic_score_gemma":0.0002001201,"domain_scores_codex":[0.9876294,0.0007740382,0.002251466,0.003285808,0.003079438,0.002979854],"domain_scores_gemma":[0.9932144,0.0004348215,0.001761421,0.00201322,0.000675032,0.001901084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001184852,0.00518855,0.6461394,0.0008094549,0.002109193,0.00230185,0.1716327,0.0006503082,0.009866221,0.004943321,0.1417385,0.01343565],"study_design_scores_gemma":[0.01035532,0.002587417,0.3427708,0.001403333,0.002645608,0.0002850887,0.2889241,0.0457085,0.002159736,0.003043665,0.2935848,0.006531681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361413,0.008701471,0.02483589,0.01785029,0.00145073,0.005183157,0.0005679365,0.0008975138,0.004371702],"genre_scores_gemma":[0.9898865,0.0006879433,0.001392699,0.004081321,0.000602455,0.0005012651,0.0001428916,0.0001790858,0.00252587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3033686,"threshold_uncertainty_score":0.9996989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321129723","doi":"10.18761/dh0029.mar22","title":"Práticas educativas na homoparentalidade e o repertório comportamental de seus filhos","year":2022,"lang":"pt","type":"article","venue":"Perspectivas em Análise do Comportamento","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Psychology","authors":[{"name":"Thiago Vinicius Savio","is_ca":true},{"name":"Giovana Munhoz Rocha","is_ca":false},{"name":"Renata Teixeira Parapinski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06664704166228015,"gpt":0.4121206398090291,"spread":0.345473598146749,"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"],"category_scores_codex":[0.003938414,0.001729276,0.002441606,0.0009983239,0.009505566,0.0003067818,0.001683354,0.0004250721,0.04043105],"category_scores_gemma":[0.0007564164,0.00194804,0.0009033978,0.001979836,0.0006466882,0.0005062189,0.003610434,0.00495721,0.0007054907],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01361202,"about_ca_system_score_gemma":0.004573029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004650247,"about_ca_topic_score_gemma":0.0005178209,"domain_scores_codex":[0.981925,0.004315465,0.003204716,0.003816128,0.002805515,0.0039332],"domain_scores_gemma":[0.9909509,0.001030352,0.002390632,0.003284186,0.0005869876,0.001756973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001095072,0.00834657,0.369025,0.001629532,0.00111842,0.0008167184,0.2138739,0.0001530356,0.000901854,0.007823648,0.3946272,0.0005890696],"study_design_scores_gemma":[0.004159545,0.001427377,0.1253969,0.0007313389,0.000636372,0.0006359887,0.5980602,0.0002727937,0.0001970543,0.0009509778,0.2652051,0.002326301],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049057,0.02743006,0.00008469677,0.02396033,0.008986499,0.009334397,0.002102305,0.0008329912,0.022363],"genre_scores_gemma":[0.9557605,0.0008615921,0.0004783903,0.003311495,0.002254042,0.003583359,0.0004715903,0.000410856,0.03286817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3841863,"threshold_uncertainty_score":0.9995453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313261512","doi":"10.18761/pac5a6a56a","title":"Psicoeducação sobre a morte com profissionais da saúde de um ambulatório de oncologia: estudo quase-experimental","year":2022,"lang":"pt","type":"article","venue":"Perspectivas em Análise do Comportamento","topic":"Palliative and Oncologic Care","field":"Medicine","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; Psychology; Philosophy; Physics","authors":[{"name":"Nicolle Esselin Lazarini Fazolino","is_ca":true},{"name":"Eduardo Sousa Gotti","is_ca":true},{"name":"Elimar Adriana de Oliveira","is_ca":true},{"name":"João Gabriel Ferreira Argondizzi","is_ca":true},{"name":"Sara de Lima Oliveira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04785952924536402,"gpt":0.3639992175396102,"spread":0.3161396882942462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001453072,0.001171898,0.001800025,0.0005132451,0.001843258,0.0002921019,0.001003773,0.0004205379,0.01250126],"category_scores_gemma":[0.0002601047,0.00117353,0.0009353315,0.001059293,0.0004297834,0.0002438391,0.001349533,0.002191312,0.0001558713],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01368465,"about_ca_system_score_gemma":0.003522732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801644,"about_ca_topic_score_gemma":0.0001299575,"domain_scores_codex":[0.991943,0.001051571,0.001221272,0.001916735,0.001817472,0.00204996],"domain_scores_gemma":[0.9957669,0.0003595283,0.0008477434,0.001328895,0.0003244104,0.001372572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003054346,0.01820693,0.4562307,0.000282065,0.001466681,0.00882689,0.1095081,0.0005198157,0.0311981,0.002081624,0.3670599,0.001564885],"study_design_scores_gemma":[0.01422566,0.01065603,0.2037539,0.0006200451,0.001687691,0.001491384,0.6147888,0.003140382,0.006016818,0.000471235,0.140593,0.002554927],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600102,0.01406898,0.0001279451,0.004886504,0.001898733,0.002967707,0.0004984988,0.0003873406,0.01515412],"genre_scores_gemma":[0.9818418,0.0003082164,0.0005439534,0.003185628,0.001087004,0.001245889,0.0003631148,0.0001762336,0.01124813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5052807,"threshold_uncertainty_score":0.9994562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}