{"id":"W4205620171","doi":"10.21608/jhiph.2002.205135","title":"Assessment of Job Satisfaction among Primary Health Care Providers in Alexandria, Egypt","year":2002,"lang":"en","type":"article","venue":"Journal of High Institute of Public Health","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Quarter (Canadian coin); Nursing; Medicine; Health care; Family medicine; Sample (material); Psychology; Social psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002868285,0.0002096815,0.00110912,0.0007859013,0.0001828971,0.00002245698,0.0002323295,0.0001425612,0.0001441291],"category_scores_gemma":[0.0001580429,0.0001858447,0.000144172,0.000533459,0.0002311537,0.0006641839,0.00004049374,0.0006877897,0.000003857625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339473,"about_ca_system_score_gemma":0.002723547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480256,"about_ca_topic_score_gemma":0.004454318,"domain_scores_codex":[0.9954069,0.0006496862,0.002283278,0.0002561814,0.0006631116,0.0007408623],"domain_scores_gemma":[0.9963484,0.0001146563,0.002377812,0.000312599,0.0003827389,0.000463809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004034393,0.000511968,0.7298739,0.001941892,0.0001941612,0.00004377135,0.01407268,0.00013507,0.000007868436,0.007219898,0.0560192,0.1899393],"study_design_scores_gemma":[0.002244519,0.001474876,0.9653923,0.0002842678,0.000008759622,0.00004429266,0.001636719,0.000007871784,0.00000152143,0.00004721978,0.02874068,0.0001169961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416925,0.006775509,0.001671912,0.03789495,0.003772625,0.0007378237,0.00003131917,0.00002274651,0.007400657],"genre_scores_gemma":[0.9919714,0.001832252,0.003326334,0.002462663,0.000259776,0.00001269921,0.000007644764,0.00002015989,0.0001070769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355184,"threshold_uncertainty_score":0.9917579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04424977521639979,"score_gpt":0.359014450805809,"score_spread":0.3147646755894092,"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."}}