{"id":"W4389222890","doi":"10.1590/1980-265x-tce-2023-e004pt","title":"O CRESCENTE DESAFIO DO PERIÓDICO PREDATÓRIO: UM CHAMADO À AÇÃO","year":2023,"lang":"pt","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Ministry of Children, Community and Social Services; University of Toronto","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008380462,0.001198362,0.001485904,0.0009416721,0.002770797,0.00150514,0.003093752,0.00114042,0.01675406],"category_scores_gemma":[0.003247654,0.00130478,0.0006668652,0.004380627,0.00148763,0.001855246,0.001415618,0.001844794,0.0291025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126213,"about_ca_system_score_gemma":0.002914042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003852355,"about_ca_topic_score_gemma":0.004247009,"domain_scores_codex":[0.9858429,0.002671377,0.002151952,0.002172898,0.002727552,0.004433254],"domain_scores_gemma":[0.9928021,0.001277145,0.0007898738,0.002151241,0.0007575988,0.002222037],"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":[0.000249835,0.0004735578,0.00577307,0.0004335106,0.0002590363,0.0005000807,0.06252889,0.00002313068,0.0002840481,0.02333133,0.7731577,0.1329858],"study_design_scores_gemma":[0.001923162,0.0002587997,0.03605695,0.0003975828,0.000104217,0.00001744914,0.01605729,0.001722105,0.00004597216,0.001010314,0.941056,0.001350227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3198095,0.007077019,0.0007576883,0.07628465,0.02340256,0.008579031,0.001648587,0.007423751,0.5550172],"genre_scores_gemma":[0.809965,0.001530227,0.00009452549,0.005209775,0.002200468,0.0002783542,0.0001899194,0.0002500738,0.1802817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4901555,"threshold_uncertainty_score":0.9995314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5395416505400384,"score_gpt":0.528058191002438,"score_spread":0.01148345953760044,"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."}}