{"id":"W4389222850","doi":"10.1590/1980-265x-tce-2023-e004en","title":"THE GROWING CHALLENGE OF PREDATORY PUBLISHING: A CALL FOR ACTION","year":2023,"lang":"en","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Ministry of Children, Community and Social Services; University of Toronto","funders":"","keywords":"Call to action; Publishing; Action (physics); Business; Political science; Advertising; Law","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":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.03292056,0.0001900731,0.0003738439,0.01623166,0.0006555085,0.004070777,0.0033179,0.000183186,0.0002097015],"category_scores_gemma":[0.05460835,0.0001195815,0.0003255053,0.06090363,0.0002552196,0.003882603,0.0009333427,0.0003750428,0.0003366967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149948,"about_ca_system_score_gemma":0.0002506336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202422,"about_ca_topic_score_gemma":0.0001121247,"domain_scores_codex":[0.9913312,0.0003148665,0.001044,0.0007365824,0.005697266,0.0008760913],"domain_scores_gemma":[0.9827333,0.01205304,0.0004156269,0.001135822,0.003342098,0.0003200992],"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":[0.00007309716,0.00006419717,0.001221637,0.00002061497,0.00003757822,0.000006517825,0.0004031522,0.00002547275,0.001921811,0.01573534,0.273487,0.7070036],"study_design_scores_gemma":[0.0007958592,0.0002004278,0.02013256,0.00001315614,0.000009267785,0.000001935729,0.001671937,0.01132973,0.0009594803,0.01585388,0.948839,0.0001927464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7629152,0.007579737,0.03079594,0.06389496,0.009293336,0.005395241,0.0007400085,0.00101889,0.1183667],"genre_scores_gemma":[0.9835089,0.0003895404,0.0001394995,0.0002408713,0.0002153958,0.0001088405,0.00001665503,0.00002647093,0.01535377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7068108,"threshold_uncertainty_score":0.9969631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9375746485619034,"score_gpt":0.6677774440568481,"score_spread":0.2697972045050553,"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."}}