{"id":"W4390861728","doi":"10.1016/j.jairtraman.2024.102539","title":"How do increased job demands resulting from rationalization of costs exhaust flight attendants and push them to leave? An international study","year":2024,"lang":"en","type":"article","venue":"Journal of Air Transport Management","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Rationalization (economics); Business; Aviation; Industrial organization; Labour economics; Operations management; Aeronautics; Engineering; Economics; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004934266,0.0001648645,0.0002229802,0.0005062634,0.00009322685,0.0003067683,0.0002227038,0.00003892536,0.0002892524],"category_scores_gemma":[0.00002373819,0.0001437546,0.0000679663,0.0004463542,0.00002021357,0.001865725,0.00004420387,0.0001108246,0.00001311319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000731937,"about_ca_system_score_gemma":0.00002018343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206734,"about_ca_topic_score_gemma":0.000139568,"domain_scores_codex":[0.9983308,0.00001652183,0.0005748131,0.0002503579,0.0007082353,0.0001192534],"domain_scores_gemma":[0.9991572,0.00002608243,0.0002565999,0.0001285231,0.0003931454,0.00003844017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002016128,0.0003002941,0.982358,0.00009989059,0.0003382246,0.000170541,0.0005028481,0.0002948427,0.0009202933,0.007867862,0.0008944304,0.006051106],"study_design_scores_gemma":[0.001151378,0.00004308977,0.9831411,0.0002255381,0.0003413775,0.000006092768,0.002064682,0.0002938843,0.0001357422,0.0002042664,0.01223342,0.0001593857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906872,0.0000563001,0.0051569,0.002041386,0.0006775636,0.000362554,0.00002334207,0.00004028135,0.0009544636],"genre_scores_gemma":[0.9977777,0.00003897721,0.0008649988,0.0003492439,0.0006142957,0.00000647466,0.00009329835,0.00002871714,0.0002262984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01133899,"threshold_uncertainty_score":0.5862142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658429954816585,"score_gpt":0.2492945741433598,"score_spread":0.232710274595194,"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."}}