{"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":"555e901bd5f5","filters":{"venue":"Resumos..."}},"results":[{"id":"W2981000578","doi":"10.20396/ccfenf120181511","title":"O uso do genograma e ecomapa como estratégia de coleta de dados em pesquisas com famílias","year":2019,"lang":"pt","type":"article","venue":"Resumos...","topic":"Health Education and Validation","field":"Social Sciences","cited_by":1,"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; Philosophy","authors":[{"name":"Érika Sana Moraes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06596310381186132,"gpt":0.4044801704730315,"spread":0.3385170666611702,"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":[0.00265501,0.00031676,0.0004321692,0.00014554,0.0008314539,0.0006384807,0.0007122194,0.0004941835,0.003923513],"category_scores_gemma":[0.0003930371,0.0003538858,0.0001903688,0.0007737143,0.0001776573,0.0003031374,0.00007919671,0.0005772828,0.003992365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001803,"about_ca_system_score_gemma":0.003419742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684282,"about_ca_topic_score_gemma":0.00161312,"domain_scores_codex":[0.9952644,0.001328115,0.0007084453,0.0005858394,0.0006981065,0.001415126],"domain_scores_gemma":[0.9972771,0.000492701,0.0003984698,0.0006462432,0.0002353063,0.0009502168],"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":[0.0001932069,0.001450225,0.4843565,0.0009020832,0.0001798435,0.00004275674,0.2574124,0.0002194372,0.0008271378,0.03688106,0.1639258,0.05360953],"study_design_scores_gemma":[0.001309333,0.0002744984,0.1908545,0.0002933267,0.00009438319,0.00001918596,0.06199635,0.003406227,0.0001494304,0.0008552585,0.7399804,0.0007670948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616021,0.0005126356,0.0006255894,0.01743186,0.002563252,0.001413123,0.00007262651,0.000161632,0.01561722],"genre_scores_gemma":[0.9756992,0.0004203015,0.0004613444,0.00237833,0.0006161,0.00004426079,0.00006836594,0.00004572636,0.0202663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5760546,"threshold_uncertainty_score":0.9998913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980819559","doi":"10.20396/ccfenf120181528","title":"Consulta de enfermagem a família da criança com incongruência de gênero","year":2019,"lang":"pt","type":"article","venue":"Resumos...","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","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":"Computer science","authors":[{"name":"Paula Fernanda Lopes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05619103072483905,"gpt":0.4012713548009994,"spread":0.3450803240761603,"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":[0.001403616,0.0006456441,0.0009095399,0.0003778543,0.0004414451,0.0003533636,0.001151321,0.001038041,0.004947052],"category_scores_gemma":[0.0005395701,0.0007198565,0.0003216947,0.0006133723,0.0003318053,0.0002480429,0.0003150456,0.001439626,0.02701865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007089767,"about_ca_system_score_gemma":0.001809361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0566567,"about_ca_topic_score_gemma":0.002578824,"domain_scores_codex":[0.9936004,0.001563076,0.001067488,0.001027683,0.0004823507,0.002258966],"domain_scores_gemma":[0.9956635,0.0007962863,0.0004674064,0.001843023,0.0002525363,0.0009773052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000376332,0.000430521,0.5504903,0.00156112,0.0002416396,0.0003740259,0.005232294,0.0000118368,0.0005993167,0.01089989,0.4250742,0.004708536],"study_design_scores_gemma":[0.005032841,0.0003623766,0.6276029,0.0002082485,0.0003509506,0.0003086141,0.0007670142,0.0004079913,0.00004476572,0.001878822,0.3620825,0.0009529906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7812322,0.003507551,0.0001982104,0.01089907,0.005126536,0.001175109,0.0005381058,0.0002369131,0.1970862],"genre_scores_gemma":[0.7808129,0.001331326,0.000165006,0.006407961,0.00153749,0.0000489466,0.00006992181,0.0001473681,0.2094791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0771126,"threshold_uncertainty_score":0.9995252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996181940","doi":"10.20396/sinteses.v0i7.10179","title":"Criação de processo de candidatura online para alunos intercambistas estrangeiros","year":2019,"lang":"pt","type":"article","venue":"Resumos...","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"Daniel Cantinelli Sevillano","is_ca":true},{"name":"Mariana Castrillon Morais Pereira","is_ca":true},{"name":"Leonardo Davine Dantas","is_ca":true},{"name":"Paula Amanda Bueno de Almeida","is_ca":true},{"name":"Alex Fernando de Oliveira Rodrigues","is_ca":true},{"name":"Jorge Luiz Machado da Silva","is_ca":true},{"name":"João Ximenes","is_ca":true},{"name":"Gustavo Luís Cardoso","is_ca":true},{"name":"Felipe de Sousa Cecatto","is_ca":true},{"name":"Ana Paula Fontana","is_ca":true},{"name":"Lucas Gabriel","is_ca":true},{"name":"Raphaela Fonseca Pansani de Alencar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0497298853455161,"gpt":0.3756909102652166,"spread":0.3259610249197005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004589856,0.0003419491,0.000491538,0.00008905912,0.000368491,0.0002186855,0.000719676,0.0005536525,0.0008490392],"category_scores_gemma":[0.0008001624,0.0003529696,0.0002182311,0.0005064717,0.0003520026,0.0002107232,0.00008635987,0.000714381,0.0006615495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655512,"about_ca_system_score_gemma":0.001944279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243584,"about_ca_topic_score_gemma":0.004829882,"domain_scores_codex":[0.9964542,0.0004810478,0.0004814228,0.0004842003,0.0006330696,0.00146607],"domain_scores_gemma":[0.9980241,0.0005366664,0.000232264,0.0003886335,0.0001702513,0.0006480513],"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":[0.0004574598,0.001182058,0.440923,0.001201413,0.0004144281,0.0003493894,0.4679682,0.00002208265,0.004242504,0.008359056,0.05718239,0.017698],"study_design_scores_gemma":[0.003528063,0.0007651073,0.1366061,0.001433207,0.0006376319,0.00004863296,0.2439813,0.001296262,0.002713606,0.005770857,0.6010454,0.002173817],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842555,0.0009679729,0.00004701125,0.005465853,0.002150793,0.000712438,0.0003616556,0.0001299809,0.005908818],"genre_scores_gemma":[0.9795842,0.0005979115,0.0002403332,0.001705036,0.002079055,0.00002862191,0.00005838031,0.00005416977,0.01565236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.543863,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}