{"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":"ecf1d57f8785","filters":{"venue":"Interfaces Científicas - Exatas e Tecnológicas"}},"results":[{"id":"W2841386451","doi":"10.17564/2359-4942.2018v3n1p19-26","title":"SENSOR DE TEMPERATURA VIA RASPBERRY PARA TRANSPORTE DE REFRIGERADOS","year":2018,"lang":"pt","type":"article","venue":"Interfaces Científicas - Exatas e Tecnológicas","topic":"IoT and Edge/Fog Computing","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":"Impact","funders":"","keywords":"Physics; Humanities; Art","authors":[{"name":"Thiago de Almeida Correia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03587861808023152,"gpt":0.298903659942541,"spread":0.2630250418623095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001905429,0.001274583,0.001109639,0.0006646852,0.00132267,0.001369001,0.003820211,0.0007581805,0.0004134577],"category_scores_gemma":[0.0001664049,0.001216227,0.0005117182,0.002025368,0.0008580829,0.0009966877,0.0009034146,0.001577525,0.00276029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918687,"about_ca_system_score_gemma":0.0005257209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002048452,"about_ca_topic_score_gemma":0.00002691423,"domain_scores_codex":[0.9911287,0.0005826189,0.001630214,0.002439424,0.001085775,0.003133232],"domain_scores_gemma":[0.9950159,0.0003625628,0.0007130595,0.002397457,0.0005157402,0.0009952843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001636103,0.003385762,0.005606897,0.0009170825,0.001646485,0.005749859,0.1470242,0.0003513542,0.4159486,0.00255079,0.1857606,0.2294222],"study_design_scores_gemma":[0.003083054,0.002624529,0.009185659,0.001528428,0.0004044389,0.00366721,0.0009995212,0.1589835,0.2511362,0.0006229658,0.563908,0.003856503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7811868,0.001821447,0.1867578,0.003816135,0.01840167,0.001047697,0.00004761514,0.001259466,0.005661394],"genre_scores_gemma":[0.9773124,0.00006416097,0.01095747,0.001595773,0.005629805,0.00003263249,0.0000357462,0.0001384025,0.004233531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3781475,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2239024561","doi":"10.17564/2359-4942.2015v1n3p43-54","title":"A Engenharia de Requisitos: Um caso de implementação de um sistema para engenharia de requisitos.","year":2015,"lang":"pt","type":"article","venue":"Interfaces Científicas - Exatas e Tecnológicas","topic":"Software Engineering Techniques and Practices","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":"Impact","funders":"","keywords":"Philosophy; Humanities; Physics","authors":[{"name":"Pablo Marques Menezes","is_ca":false},{"name":"Thiago de Almeida Correia","is_ca":true},{"name":"Thiciane Couto","is_ca":false},{"name":"Larissa Santana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09007042059105556,"gpt":0.3545005001131033,"spread":0.2644300795220477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007306632,0.001436468,0.001271848,0.0007277007,0.0006298034,0.002096831,0.005523002,0.0009771262,0.0007880677],"category_scores_gemma":[0.002138534,0.001488075,0.0005173196,0.001660917,0.0002781205,0.001830801,0.002738466,0.002022016,0.0006104806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667117,"about_ca_system_score_gemma":0.001552367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350245,"about_ca_topic_score_gemma":0.0001694751,"domain_scores_codex":[0.9892948,0.00142076,0.001863755,0.002318816,0.001434696,0.003667167],"domain_scores_gemma":[0.9916687,0.001377118,0.00118735,0.003283637,0.0004716945,0.002011501],"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":[0.003757515,0.006331042,0.02168967,0.003091316,0.005398699,0.01552136,0.1924035,0.009034239,0.1292237,0.05751855,0.4639381,0.09209236],"study_design_scores_gemma":[0.004179438,0.004520583,0.003112453,0.001713693,0.001310671,0.007841283,0.005825254,0.09606779,0.2064793,0.005902132,0.6581219,0.004925453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3255768,0.009472073,0.6509995,0.003860451,0.002952604,0.001686215,0.0004763975,0.002988257,0.001987763],"genre_scores_gemma":[0.8782111,0.0004416206,0.1178093,0.001158123,0.0008535437,0.0002878467,0.00006002666,0.0001939135,0.0009844841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5526344,"threshold_uncertainty_score":0.9998576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2227568480","doi":"10.17564/2359-4942.2015v1n3p23-30","title":"TESTE DE PERFORMANCE EM APLICAÇÕES WEB: GARANTINDO O DESEMPENHO DE UMA APLICAÇÃO","year":2015,"lang":"pt","type":"article","venue":"Interfaces Científicas - Exatas e Tecnológicas","topic":"Business and Management Studies","field":"Decision 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":"Impact","funders":"","keywords":"Physics; Humanities; Art","authors":[{"name":"Thiago de Almeida Correia","is_ca":true},{"name":"Thiciane Couto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1466707490400006,"gpt":0.3629364825942689,"spread":0.2162657335542682,"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":[0.005943091,0.001252852,0.001525085,0.001066237,0.001044522,0.001949179,0.004534406,0.0005019053,0.0015117],"category_scores_gemma":[0.002925398,0.001013915,0.0004377687,0.003115507,0.00104476,0.001548209,0.003359262,0.0009807795,0.005806428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005363767,"about_ca_system_score_gemma":0.0005476372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009848196,"about_ca_topic_score_gemma":0.000122051,"domain_scores_codex":[0.9895261,0.0005388753,0.002104551,0.002403515,0.002879873,0.002547063],"domain_scores_gemma":[0.9930501,0.0009019479,0.001188121,0.002602303,0.001196836,0.001060684],"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":[0.001567248,0.002446533,0.03036905,0.0005033354,0.0008879128,0.0006305593,0.0384853,0.002796913,0.002935632,0.00217365,0.6739067,0.2432972],"study_design_scores_gemma":[0.005277083,0.001733278,0.01233296,0.001224709,0.000655855,0.0005580168,0.06036913,0.1160795,0.008171369,0.001354402,0.7892725,0.002971163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448322,0.004439832,0.01405089,0.009969284,0.002116597,0.001526105,0.0003095298,0.0006011851,0.02215438],"genre_scores_gemma":[0.9779205,0.001133041,0.001277316,0.002151209,0.0002732901,0.0001837299,0.000025531,0.000123538,0.01691186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.240326,"threshold_uncertainty_score":0.999401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}