{"id":"W2972078184","doi":"10.5430/jbar.v8n2p1","title":"Comparing Job Satisfaction between the Genders in Saudi Telecom Sector: Optimizing Employee Input","year":2019,"lang":"en","type":"article","venue":"Journal of Business Administration Research","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Business; Psychology; Work (physics); Demographic economics; Marketing; Engineering; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014501,0.0002187262,0.0001949969,0.0004401137,0.0005806166,0.0007191086,0.0002057677,0.0002889399,0.002619884],"category_scores_gemma":[0.002108242,0.0001015579,0.000328976,0.0003890931,0.0001569946,0.0002330058,0.0004421148,0.0002538159,0.0004783643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004019841,"about_ca_system_score_gemma":0.0006731273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005507114,"about_ca_topic_score_gemma":0.01036629,"domain_scores_codex":[0.9995079,0.0001589861,0.00004148452,0.00003322518,0.0001138482,0.0001446226],"domain_scores_gemma":[0.9988206,0.0002717682,0.0002244572,0.00002992669,0.0003157521,0.000337428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003377243,0.0003457485,0.9626319,0.00006601159,0.00002662273,0.00008587042,0.002968444,0.00007782214,0.001239103,0.00005523354,0.0004633864,0.03170218],"study_design_scores_gemma":[0.000007359097,0.0006625645,0.9816793,0.00003353157,0.00001763377,0.00006743456,0.01603741,0.0003272823,0.0004192782,0.00002489541,0.0007159103,0.000007423227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992199,0.00006956617,0.00007049664,0.00008222745,0.000006436105,0.000008480925,0.00005389399,0.000001309043,0.0004877044],"genre_scores_gemma":[0.9992115,0.00006461891,0.0001238926,0.00004123563,0.000004071363,0.000009610912,0.00007103384,8.731224e-7,0.0004731816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005507114,"threshold_uncertainty_score":0.01095009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680475536079651,"score_gpt":0.4019200185976599,"score_spread":0.2338724649896948,"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."}}