{"id":"W2768406016","doi":"10.5539/ass.v13n12p9","title":"Job Satisfaction among Academicians at Business Colleges Operating in Kuwait","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Promotion (chess); Demographics; Nationality; Psychology; Work (physics); Management; Higher education; Affect (linguistics); Medical education; Marketing; Business; Political science; Engineering; Social psychology; Sociology; Medicine; Demography; Immigration; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004302822,0.00009372446,0.0001087189,0.00009062327,0.003220676,0.000544122,0.001352207,0.0000697864,0.0000105174],"category_scores_gemma":[0.0001811092,0.00009035916,0.00001650362,0.0009305989,0.0005451412,0.002910405,0.0005704546,0.000135552,0.00005060666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352495,"about_ca_system_score_gemma":0.00022388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004811536,"about_ca_topic_score_gemma":0.0005475063,"domain_scores_codex":[0.9986808,0.00001875695,0.0001649789,0.0003587091,0.0004329838,0.000343771],"domain_scores_gemma":[0.9994364,0.00001219979,0.0001268036,0.0002497241,0.0001057307,0.00006915069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[6.738941e-7,0.000005739575,0.9482496,0.000003757742,9.863361e-7,0.000004419247,0.002042767,0.000008957129,0.003525571,0.01100784,0.0002634643,0.03488624],"study_design_scores_gemma":[0.0001106858,0.000005811139,0.9968625,0.00001584365,7.58251e-7,0.000003676616,0.00006774411,0.0009724303,0.001137557,0.0005306317,0.0001661818,0.0001261337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943839,0.000007262321,0.002247486,0.005391926,0.0004918909,0.0001084111,0.000001666357,0.00006288369,0.04784944],"genre_scores_gemma":[0.9979102,0.000008210369,0.001219677,0.0001742547,0.0001866429,0.000005895741,3.555683e-7,0.000005060428,0.0004897009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05407116,"threshold_uncertainty_score":0.998077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486981591988216,"score_gpt":0.2649694027897141,"score_spread":0.2500995868698319,"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."}}