{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"aff9c7256de2","filters":{"venue":"Estudos Universitários"}},"results":[{"id":"W4243142659","doi":"10.51359/2675-7354.2020.249141","title":"ilustração","year":2020,"lang":"pt","type":"article","venue":"Estudos Universitários","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Geography; Art","authors":[{"name":"Marina Bento Soares","is_ca":false},{"name":"Eduardo Romero","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06134362025195914,"gpt":0.2741598272085073,"spread":0.2128162069565482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002460603,0.0004233106,0.0004658783,0.0002079986,0.0004484801,0.000165572,0.002290341,0.0002808477,0.0002585395],"category_scores_gemma":[0.0001844393,0.0005160283,0.0002075392,0.001539551,0.0001096166,0.0007267961,0.001208026,0.0008284489,0.003050937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004214521,"about_ca_system_score_gemma":0.001148322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001912319,"about_ca_topic_score_gemma":0.00003151788,"domain_scores_codex":[0.9966157,0.0002959332,0.0003867811,0.001136015,0.0006787562,0.0008868117],"domain_scores_gemma":[0.9974504,0.0002086,0.0002015391,0.0008208875,0.000175033,0.001143592],"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":[0.0006113768,0.001124706,0.1344503,0.003448636,0.001364575,0.01826362,0.4002427,0.00548036,0.003979559,0.05054122,0.2622828,0.1182101],"study_design_scores_gemma":[0.008855972,0.00303413,0.06456552,0.0008040855,0.0003899692,0.0002110593,0.01493146,0.3509264,0.001434602,0.000187306,0.5504421,0.004217376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3899399,0.001696467,0.3517548,0.229359,0.004221177,0.002720801,0.000127651,0.003052217,0.01712793],"genre_scores_gemma":[0.9849464,0.00009019635,0.001173597,0.01015533,0.0003903086,0.000001617256,0.000004249737,0.00003625685,0.003202063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5950065,"threshold_uncertainty_score":0.9997292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246689898","doi":"10.51359/2675-7354.2020.249142","title":"ilustração","year":2020,"lang":"pt","type":"article","venue":"Estudos Universitários","topic":"Urban and sociocultural dynamics","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":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Geography; Philosophy","authors":[{"name":"Guilherme Cahú","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05208541663726569,"gpt":0.2620483329373083,"spread":0.2099629163000427,"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":[0.0001114612,0.0002431495,0.0002865345,0.00004101206,0.0008526373,0.00009508973,0.0006425087,0.0002635104,0.001558672],"category_scores_gemma":[0.0000767946,0.0002625844,0.0002301011,0.0007681123,0.000293681,0.0003786405,0.0001840498,0.0004101989,0.001837934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469376,"about_ca_system_score_gemma":0.0002287542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003706149,"about_ca_topic_score_gemma":0.0004354728,"domain_scores_codex":[0.9982025,0.0001933652,0.0001780031,0.0004225931,0.0004987965,0.0005047506],"domain_scores_gemma":[0.9989437,0.00006619413,0.0001144932,0.0001490167,0.0001124417,0.0006141634],"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":[0.0000888884,0.0001940473,0.01419321,0.00008058672,0.0003711478,0.0004564318,0.7637434,0.0001437611,0.0001672956,0.03998113,0.1776088,0.002971343],"study_design_scores_gemma":[0.001364533,0.0003406153,0.007205881,0.0000509177,0.0002861425,0.000001727933,0.480749,0.003467991,0.0000138095,0.00006651413,0.5055861,0.0008667443],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6224785,0.0008128229,0.0006564517,0.1209448,0.00223416,0.001394165,0.0001766792,0.0007455706,0.2505568],"genre_scores_gemma":[0.9203694,0.0003297034,0.00005325611,0.001934144,0.0004840685,5.375719e-7,0.00001256188,0.00001811546,0.07679819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3279774,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}