{"id":"W4400975926","doi":"10.58763/rc2024295","title":"Ethical leadership and employee behavior. Scientometric analysis in scientific production","year":2024,"lang":"en","type":"article","venue":"Región Científica","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Productivity; China; Perspective (graphical); Sustainability; Index (typography); Production (economics); Political science; Social science; Sociology; Public relations; Management; Economics; Economic growth; Law; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02443602,0.0006524147,0.001155184,0.07816034,0.001488291,0.004984033,0.0005847937,0.0007200708,0.004067968],"category_scores_gemma":[0.1100385,0.0002381724,0.001853653,0.1084901,0.001996206,0.003128407,0.002087928,0.000539065,0.0007548008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759295,"about_ca_system_score_gemma":0.002682237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002628711,"about_ca_topic_score_gemma":0.002683007,"domain_scores_codex":[0.9685371,0.01481438,0.003686962,0.001255281,0.01087166,0.0008346576],"domain_scores_gemma":[0.8585459,0.1065573,0.01807735,0.005070413,0.00988264,0.001866455],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002112113,0.0002666317,0.8335963,0.001768137,0.001041385,0.0002551427,0.002876047,0.002857685,0.0004489507,0.008686213,0.005133708,0.1428587],"study_design_scores_gemma":[0.00003228608,0.0003336524,0.9514329,0.000471657,0.00036761,0.000551292,0.006426736,0.01337756,0.0006908753,0.01157097,0.01466962,0.00007489006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958794,0.01217882,0.01903119,0.002170949,0.000518178,0.00102252,0.008244173,0.0003741334,0.06058064],"genre_scores_gemma":[0.9870963,0.002328289,0.005994574,0.00008270598,0.0003986843,0.0004987046,0.00231184,0.00002763356,0.001261267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.975564,"threshold_uncertainty_score":0.1292316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3936890833118221,"score_gpt":0.4645930897714893,"score_spread":0.07090400645966721,"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."}}