{"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":"a3b1b9d93a67","filters":{"venue":"Revista Científica e-Locução"}},"results":[{"id":"W4392640011","doi":"10.57209/e-locucao.v1i20.390","title":"A UTILIZAÇÃO DA INTELIGÊNCIA ARTIFICIAL NOS TRABALHOS DE AUDITORIA INDEPENDENTE","year":2021,"lang":"pt","type":"article","venue":"Revista Científica e-Locução","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Occupational and Environmental Medical Association of Canada","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"IVAN BARBOSA KEOCHEGUERIAN","is_ca":true},{"name":"VIDIGAL FERNANDES MARTINS","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08202005504977644,"gpt":0.3156217217567132,"spread":0.2336016667069367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008607719,0.0008810527,0.0008471499,0.003344127,0.001146163,0.009400491,0.001793576,0.001485171,0.004570435],"category_scores_gemma":[0.03574941,0.0006051337,0.001152579,0.003153045,0.002675971,0.005960103,0.003427116,0.001380804,0.001323423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897397,"about_ca_system_score_gemma":0.002045297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003092886,"about_ca_topic_score_gemma":0.002546569,"domain_scores_codex":[0.9902062,0.004214657,0.0006460926,0.001424448,0.003145691,0.0003629983],"domain_scores_gemma":[0.9689924,0.01770827,0.00223039,0.005479424,0.004949645,0.0006398467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005155028,0.0002300553,0.01914064,0.001767946,0.0002829032,0.0004128184,0.007354506,0.03408607,0.02061988,0.05617111,0.003143787,0.8562747],"study_design_scores_gemma":[0.0001418179,0.001762616,0.06200545,0.002550497,0.0007918075,0.002044143,0.008849562,0.5041344,0.0627639,0.1572502,0.1971905,0.0005151554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1864668,0.006810141,0.7485983,0.002674966,0.0004801757,0.0004217236,0.0003566593,0.002470716,0.05172049],"genre_scores_gemma":[0.7699801,0.003095208,0.2147959,0.0003543414,0.0001982698,0.0002285868,0.0002643843,0.000200951,0.01088228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009400491,"threshold_uncertainty_score":0.04552251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392670095","doi":"10.57209/e-locucao.v1i20.417","title":"GAMIFICAÇÃO COMO FERRAMENTA POTENCIALIZADORA NO PROCESSO DE ENSINO E APRENDIZAGEM: uma realidade plausível de forma presencial e remota","year":2021,"lang":"pt","type":"article","venue":"Revista Científica e-Locução","topic":"Education and Digital Technologies","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":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"PHILIPPE DRUMOND VILAS BOAS TAVARES","is_ca":false},{"name":"Karina Fonseca","is_ca":true},{"name":"CECÍLIA GOMES","is_ca":true},{"name":"DAIANE DE SOUZA SILVEIRA","is_ca":true},{"name":"JUCEIA BATISTA NUNES","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06132654660775495,"gpt":0.3481838783256596,"spread":0.2868573317179046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006541437,0.0009529763,0.000558505,0.002556341,0.003186018,0.01204734,0.001821849,0.002036347,0.009620895],"category_scores_gemma":[0.01165085,0.0005217753,0.0006288599,0.002922851,0.00843051,0.008855663,0.01076932,0.0019277,0.00121401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00301802,"about_ca_system_score_gemma":0.005532019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005183918,"about_ca_topic_score_gemma":0.008385499,"domain_scores_codex":[0.994699,0.002706888,0.0001950924,0.0007018625,0.001159315,0.000537888],"domain_scores_gemma":[0.9928396,0.003118227,0.0008037318,0.001509859,0.0008408386,0.0008877118],"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":[0.0002109223,0.0003969466,0.02000183,0.001604084,0.00008952925,0.001108168,0.08060982,0.005404495,0.01237079,0.5116893,0.01006481,0.3564493],"study_design_scores_gemma":[0.00008184707,0.0004543962,0.01768102,0.001613522,0.0001794581,0.0007479683,0.0724524,0.01577851,0.009854426,0.3819533,0.4990503,0.0001527554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3252027,0.003590189,0.2889972,0.02832018,0.0005156855,0.0009764388,0.0003388622,0.002133683,0.3499251],"genre_scores_gemma":[0.8544059,0.002031032,0.1055534,0.0009320306,0.0001039385,0.0005763629,0.000153601,0.0002738299,0.03596999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01204734,"threshold_uncertainty_score":0.03459483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392670092","doi":"10.57209/e-locucao.v1i20.420","title":"SUSTENTABILIDADE DE DATA CENTERS COM O USO DA TI-VERDE","year":2021,"lang":"pt","type":"article","venue":"Revista Científica e-Locução","topic":"Green IT and Sustainability","field":"Engineering","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":"Cape verde; Geography; Political science; Sociology; Ethnology","authors":[{"name":"MARCOS M. F. PINTO","is_ca":false},{"name":"Patrícia Klinkerfus de Campos","is_ca":true},{"name":"Viviane Ramalho de Azevedo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03556317903038129,"gpt":0.2811778436142333,"spread":0.245614664583852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003852197,0.0006936293,0.0003643033,0.001733152,0.00162664,0.004564101,0.00206402,0.0008299269,0.005860792],"category_scores_gemma":[0.01367972,0.0006395326,0.0007631886,0.002387049,0.001008301,0.004159978,0.003181945,0.001330649,0.001282312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003448896,"about_ca_system_score_gemma":0.00305264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04071433,"about_ca_topic_score_gemma":0.03725994,"domain_scores_codex":[0.9952534,0.0008739301,0.0002807826,0.001258002,0.001250427,0.001083367],"domain_scores_gemma":[0.9815979,0.004352193,0.00255093,0.002894978,0.006399933,0.002204078],"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":[0.002430947,0.00073488,0.6948591,0.001171841,0.0004439874,0.001269741,0.007004118,0.02335668,0.04370596,0.008379078,0.01265438,0.2039892],"study_design_scores_gemma":[0.0001866544,0.002017185,0.7657801,0.0004314779,0.0005528395,0.001277463,0.01653633,0.07068485,0.044299,0.003143305,0.09478485,0.0003058405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761958,0.001248746,0.007222463,0.001403928,0.0001169361,0.0001972189,0.001173646,0.00111982,0.01132153],"genre_scores_gemma":[0.9853957,0.0004141697,0.00675659,0.000242496,0.00002978264,0.00005562878,0.001554019,0.0001102642,0.005441298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04071433,"threshold_uncertainty_score":0.08095467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}