{"id":"W4405353368","doi":"10.2139/ssrn.5043449","title":"Effects of Demographic Characteristics on Organizational Culture and Job Satisfaction among Faculties of Higher Education in Kathmandu, Nepal","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wycliffe College","funders":"","keywords":"Job satisfaction; Psychology; Organizational culture; Demographic economics; Geography; Sociology; Political science; Social psychology; Public relations; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004751243,0.0001513222,0.0002599883,0.00102556,0.001301841,0.0009630618,0.0004658216,0.0003443809,0.002326072],"category_scores_gemma":[0.001678568,0.0003095008,0.0003111203,0.001353227,0.0006969171,0.000535571,0.0008956279,0.0007848432,0.0003815681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009229251,"about_ca_system_score_gemma":0.001591112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04843209,"about_ca_topic_score_gemma":0.1061313,"domain_scores_codex":[0.9995077,0.0001558288,0.00004437615,0.00006478092,0.00007049939,0.000156861],"domain_scores_gemma":[0.9984198,0.0004131061,0.0003366444,0.00004566797,0.0001681925,0.0006166635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003046273,0.0001007813,0.9963136,0.000005124766,0.00001936706,0.0001180368,0.002242631,0.00001318906,0.0001501032,0.00004139961,0.00006389707,0.0009014811],"study_design_scores_gemma":[0.000001246111,0.00005983405,0.9926026,0.000005119994,0.000006240674,0.00005093133,0.007108106,0.00004608755,0.00002335514,0.00001079758,0.00008293046,0.000002723807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996676,0.00001856969,0.000005560101,0.00002578424,0.000001277205,0.000001648542,0.00004098153,3.340741e-7,0.0002380775],"genre_scores_gemma":[0.9996331,0.00002623353,0.00001188384,0.00001854458,0.000001446109,0.000003857735,0.00004843391,5.454105e-7,0.000255976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04843209,"threshold_uncertainty_score":0.09630036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004117375133461765,"score_gpt":0.224338907982715,"score_spread":0.2202215328492532,"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."}}