{"id":"W4389222934","doi":"10.1590/1980-265x-tce-2023-e004es","title":"EL CRECIENTE DESAFÍO DE LA PUBLICACIÓN PREDATORIA: LAMAMIENTO A LA ACCIÓN","year":2023,"lang":"es","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Advertising and Communication Studies","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":"Political science; Humanities; Philosophy","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":[],"category_scores_codex":[0.004501227,0.000518589,0.0006554711,0.0003819554,0.001924786,0.001327611,0.00180193,0.0005009858,0.000527604],"category_scores_gemma":[0.002014917,0.0005320372,0.0003541996,0.002302378,0.001515416,0.000793641,0.001286814,0.0008347091,0.001787246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003569429,"about_ca_system_score_gemma":0.0005877363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469198,"about_ca_topic_score_gemma":0.0003636084,"domain_scores_codex":[0.9933642,0.002773162,0.0007769213,0.0008007058,0.001007112,0.001277928],"domain_scores_gemma":[0.9949744,0.002475493,0.0003724867,0.001291005,0.0004366068,0.0004500478],"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":[0.0001698377,0.0007820196,0.03297365,0.0001192572,0.0006277937,0.0001293428,0.06388053,0.00004836462,0.0007189143,0.433819,0.3092293,0.157502],"study_design_scores_gemma":[0.001071626,0.00006240442,0.06951148,0.0001939487,0.0001243298,0.000008754894,0.009609718,0.0003916303,0.00004993362,0.00443961,0.9139826,0.0005540221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2937409,0.003523715,0.00129021,0.01350685,0.00153807,0.001074482,0.000234832,0.002435907,0.682655],"genre_scores_gemma":[0.9603415,0.00477971,0.000168517,0.0007136461,0.0005085488,0.0001805963,0.00005292538,0.00008131786,0.03317321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6666006,"threshold_uncertainty_score":0.9997131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.355056715922955,"score_gpt":0.5219049349703487,"score_spread":0.1668482190473938,"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."}}