{"id":"W4408116726","doi":"10.5430/ijba.v16n1p74","title":"The Anxious Generation Theory and Generation Z Behaviour in the Workplace: A Correlation Analysis","year":2025,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Generational Differences and Trends","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Correlation; Psychology; Econometrics; Generation y; Computer science; Operations management; Economics; Marketing; Business; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002439626,0.00008587083,0.0001117733,0.0003153038,0.0004839099,0.0006583372,0.0003012321,0.00007674522,0.0000260196],"category_scores_gemma":[0.0005302044,0.00005601487,0.00007021078,0.0008238455,0.0001221594,0.0003833273,0.00001540328,0.0001392719,9.509221e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009598508,"about_ca_system_score_gemma":0.000400014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186108,"about_ca_topic_score_gemma":0.01242007,"domain_scores_codex":[0.9981408,0.0005331949,0.000476356,0.0001195988,0.0006259046,0.000104108],"domain_scores_gemma":[0.9982966,0.0003687476,0.0003414097,0.00008659712,0.0008809701,0.00002566318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002831032,0.0002845532,0.1381454,0.000002996221,0.0004483328,0.00002955789,0.00491354,0.009616458,0.0005553272,0.7954492,0.002118578,0.04815289],"study_design_scores_gemma":[0.0007672467,0.00007459799,0.9596627,0.00003516701,0.0004261319,0.00002709565,0.003723009,0.01724132,0.000120908,0.01257362,0.005188155,0.00016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204699,0.0006099481,0.05300932,0.0222563,0.00185227,0.0001709625,0.000005139794,0.000006809739,0.001619339],"genre_scores_gemma":[0.9976813,0.000482763,0.0001418764,0.0002410808,0.0007083841,0.00001285312,0.00006329601,0.00000272853,0.0006657518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8215173,"threshold_uncertainty_score":0.6930689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225310485975108,"score_gpt":0.3387864505429655,"score_spread":0.3165333456832145,"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."}}