{"id":"W4411344951","doi":"10.28924/2291-8639-23-2025-141","title":"The Effects of Employee Engagement and Productivity Mediate Transformational Leadership and OCB on Bawaslu Commissioners' Performance","year":2025,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Productivity; Employee engagement; Psychology; Management; Social psychology; Public relations; Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001594031,0.0002228547,0.0002062828,0.0006151863,0.0009960277,0.001120498,0.0002137,0.000205555,0.005231449],"category_scores_gemma":[0.004847592,0.000104604,0.0001745092,0.0006677121,0.0007671224,0.0003952261,0.0009866534,0.0004436923,0.0004113794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008266877,"about_ca_system_score_gemma":0.001269577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004937369,"about_ca_topic_score_gemma":0.007304126,"domain_scores_codex":[0.9975361,0.0007935764,0.0001245625,0.0001877278,0.0006888711,0.0006692137],"domain_scores_gemma":[0.994594,0.001717581,0.001714063,0.0002731913,0.0007409671,0.0009601981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009063116,0.000316816,0.95486,0.00005979139,0.00003807025,0.0002548372,0.01323569,0.0001123956,0.001055844,0.0007935745,0.0006869465,0.02849547],"study_design_scores_gemma":[0.000002127746,0.0001129,0.9848554,0.00002569398,0.00001152798,0.00004775692,0.01308229,0.0001173344,0.0002586491,0.0001001179,0.001379122,0.000007118357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996761,0.00004970473,0.00007704508,0.0001190618,0.00000421151,0.000008597463,0.00002535106,0.000002783118,0.002952307],"genre_scores_gemma":[0.999375,0.00002261345,0.00004015988,0.00001050776,0.000003340832,0.000005229538,0.00001344064,6.985208e-7,0.0005289131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005231449,"threshold_uncertainty_score":0.01750094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232522499141123,"score_gpt":0.2481106139966107,"score_spread":0.2357853890051995,"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."}}