{"id":"W4399730299","doi":"10.1108/gm-11-2023-0411","title":"Exploring the path to job satisfaction among women in the Middle East: a contextual perspective","year":2024,"lang":"en","type":"article","venue":"Gender in Management An International Journal","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Middle East; Perspective (graphical); Job satisfaction; Psychology; Social psychology; Political science; Computer science; Artificial intelligence","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":[0.0008952002,0.0002617844,0.0002799613,0.0008504704,0.003493473,0.003102996,0.0003471116,0.0003619779,0.00307933],"category_scores_gemma":[0.001203539,0.0001971506,0.0002109659,0.001091468,0.002278042,0.001052582,0.002316086,0.0006784972,0.0001579035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402301,"about_ca_system_score_gemma":0.002610521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038751,"about_ca_topic_score_gemma":0.019971,"domain_scores_codex":[0.9993435,0.0003677394,0.00002169231,0.00003965828,0.00004951054,0.000177847],"domain_scores_gemma":[0.9993498,0.0002055188,0.0001682108,0.00001514689,0.00008480205,0.0001764673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001237322,0.0002502712,0.5551074,0.0006435722,0.00007780387,0.003176333,0.3831675,0.0001736755,0.001222397,0.007225913,0.001749593,0.0470819],"study_design_scores_gemma":[0.000004595958,0.0001088004,0.2166149,0.0003225294,0.00003086455,0.0004148202,0.7701001,0.0001228814,0.0002069975,0.001322749,0.01073538,0.00001552943],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892949,0.001695336,0.000263832,0.002254983,0.00003569516,0.00001519625,0.00005400918,0.000003953946,0.006381939],"genre_scores_gemma":[0.9981377,0.0009323538,0.0001476675,0.0002457258,0.00001828434,0.000008277862,0.00001696234,0.000001790905,0.0004911093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038751,"threshold_uncertainty_score":0.02065408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1658112477059067,"score_gpt":0.338099510608973,"score_spread":0.1722882629030662,"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."}}