{"id":"W2891756249","doi":"","title":"Exploring Job Satisfaction of IT Workers in Taiwan, Japan, and China: The Role of Employee Demographics, Job Demographics, and Uncertainty Avoidance","year":2020,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Job satisfaction; China; Job attitude; Demographics; Context (archaeology); Job performance; Personnel psychology; Job design; Psychology; Business; Demographic economics; Applied psychology; Social psychology; Demography; Geography; Economics; Sociology","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":[0.0008156162,0.0001875675,0.0002111547,0.000806278,0.0007965952,0.0006572793,0.0001670249,0.0002472251,0.001017522],"category_scores_gemma":[0.00155691,0.0001268716,0.0002599516,0.001093809,0.0003504495,0.0003604041,0.0006208068,0.000366804,0.0001249101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102478,"about_ca_system_score_gemma":0.0008584453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357355,"about_ca_topic_score_gemma":0.03903095,"domain_scores_codex":[0.9996964,0.0000778983,0.00003259167,0.00003023372,0.00006593778,0.00009705553],"domain_scores_gemma":[0.9984603,0.00026024,0.0005799858,0.00005130249,0.0001853032,0.0004628678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001600498,0.00002244599,0.9972722,0.00000568304,0.000006984502,0.00003502096,0.001333096,0.00001947252,0.0001134796,0.00001045969,0.00003504542,0.001130061],"study_design_scores_gemma":[0.000001636576,0.00005041494,0.9948526,0.000005218239,0.000004964561,0.00002105591,0.004831254,0.0001339387,0.00002697925,0.000008113738,0.00006146528,0.000002392011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998387,0.00001316877,0.00001264842,0.00001936487,6.879198e-7,0.000001604113,0.00001852124,2.778552e-7,0.00009484019],"genre_scores_gemma":[0.9998084,0.00002039495,0.00001817354,0.00001421269,0.00000143112,0.00000424495,0.00004972696,3.830619e-7,0.00008302063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02357355,"threshold_uncertainty_score":0.04687268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933157933728594,"score_gpt":0.2779057043953447,"score_spread":0.2285741250580588,"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."}}