{"id":"W7120613096","doi":"","title":"Pareceristas","year":2025,"lang":"pt","type":"other","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Pontifícia Universidade Católica do Rio de Janeiro; Universidade Estadual do Oeste do Paraná; Universidade Federal Fluminense; Universidade Federal do Rio Grande do Norte; Universidade Federal do Estado do Rio de Janeiro; Universidade Federal do Rio de Janeiro; Universidade Federal de Minas Gerais; Universidade Estadual de Campinas; Universidade Federal de Viçosa; Universidad de la República Uruguay; Universidade Federal do Espírito Santo; Universidade Federal do Pará; Universidade Nova de Lisboa; Universidade de São Paulo; Universidade Estadual Paulista; Universidade Federal de Uberlândia; Universidade do Estado do Rio de Janeiro; Universidade Federal de Pelotas; Universidade Federal do Rio Grande do Sul; Universidade Federal do Paraná; Universidade de Brasília; Instituto Federal de Alagoas, Ministério da Educação; Kwantlen Polytechnic University","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001609159,0.0007498296,0.0007056731,0.002317518,0.003922071,0.005937007,0.001507618,0.002886968,0.5672801],"category_scores_gemma":[0.005018078,0.0004668235,0.0006604896,0.002409861,0.0007607467,0.002895489,0.0050454,0.003883239,0.3750678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664112,"about_ca_system_score_gemma":0.009143267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007573405,"about_ca_topic_score_gemma":0.01816237,"domain_scores_codex":[0.9978262,0.0002548587,0.00008494224,0.0003673658,0.0008047667,0.0006618783],"domain_scores_gemma":[0.9960465,0.0002265874,0.0001703442,0.0003567494,0.001292646,0.001907036],"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":[0.0000419315,0.00004821934,0.0004361823,0.0001165493,0.000002300789,0.0001300318,0.0002622927,0.00002627941,0.0001599424,0.01971667,0.9280946,0.05096505],"study_design_scores_gemma":[0.000005075616,0.000006079307,0.0003386574,0.00002656523,0.000001124395,0.00004636802,0.00008365671,0.00001233838,0.00002898854,0.0006020857,0.9988471,0.000001868367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001680571,0.001584132,0.0006033598,0.009382114,0.005491273,0.0001120134,0.003314323,0.0008112538,0.9770209],"genre_scores_gemma":[0.0036686,0.0005539979,0.0002580028,0.001991423,0.0005298918,0.00005417663,0.001244675,0.0002348019,0.9914646],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4327199,"threshold_uncertainty_score":0.6172224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183761738753122,"score_gpt":0.2593340951342477,"score_spread":0.2374964777467165,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}