{"id":"W7127278250","doi":"10.35631/ijemp.832019","title":"GLOBAL TRENDS IN WORKPLACE DEVIANCE RESEARCH: A BIBLIOMETRIC ANALYSIS (2015 – 2025)","year":2025,"lang":"","type":"article","venue":"International Journal of Entrepreneurship and Management Practices","topic":"Cyberloafing and Workplace Behavior","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Human Resource Development; Ministry of Higher Education, Malaysia","keywords":"Scopus; Deviance (statistics); Psychological contract; China; Industrial and organizational psychology; Empirical research; Conceptual framework","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.008410786,0.0007559572,0.002015824,0.2028588,0.001309732,0.006594928,0.0009690288,0.0009051696,0.004600058],"category_scores_gemma":[0.04130954,0.000438323,0.002337515,0.2654463,0.0009653069,0.00555187,0.003967424,0.0009124542,0.001493356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00284148,"about_ca_system_score_gemma":0.006881783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074308,"about_ca_topic_score_gemma":0.009937601,"domain_scores_codex":[0.9871299,0.001583412,0.004105533,0.001191313,0.005277772,0.0007121616],"domain_scores_gemma":[0.961513,0.01651709,0.008206228,0.00169181,0.01092164,0.001150162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004529726,0.0001230007,0.2809347,0.08940285,0.00307236,0.001336855,0.007877527,0.002038312,0.002391278,0.01177652,0.1119389,0.4886547],"study_design_scores_gemma":[0.0000466643,0.0001626119,0.5431387,0.02360147,0.00217534,0.001804397,0.00894785,0.001888374,0.001434774,0.003448061,0.413173,0.0001787153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2801869,0.2547217,0.004062569,0.01028046,0.001228778,0.001063344,0.4118128,0.001380462,0.03526298],"genre_scores_gemma":[0.5335315,0.2165217,0.01162448,0.001406203,0.001504174,0.002145194,0.2275468,0.0004430204,0.005276916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7971412,"threshold_uncertainty_score":0.04448098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102228656743882,"score_gpt":0.4876648255032006,"score_spread":0.3774419598288124,"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."}}