{"id":"W2732502539","doi":"10.5555/arwg.7.3.e4w406q1gl123v77","title":"Culture and Work in Kuwait: An Anthropological Viewpoint","year":2011,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nepotism; Work (physics); Sociology; Language change; Field (mathematics); Business ethics; Work ethic; Anthropology; Social science; Environmental ethics; Epistemology; Engineering ethics; Political science; Public relations; Law; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007389131,0.0001227259,0.0001729994,0.0001205131,0.0002772739,0.00004462841,0.0002272109,0.0001023595,0.003316926],"category_scores_gemma":[0.00003363374,0.0001067361,0.0000451947,0.0005665648,0.0007851184,0.0002237538,0.00005063356,0.0001929136,0.00009580636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003762442,"about_ca_system_score_gemma":0.00002897297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565383,"about_ca_topic_score_gemma":0.009558875,"domain_scores_codex":[0.9987627,0.0002107596,0.0002040311,0.0003147769,0.0001262746,0.0003814207],"domain_scores_gemma":[0.999585,0.00004548654,0.00005756165,0.0001492907,0.00001670301,0.000145979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002043597,0.0001005376,0.9251854,0.000001712948,0.00001407516,0.00001059656,0.038672,1.290769e-7,0.000001627554,0.02037762,0.002399323,0.01321653],"study_design_scores_gemma":[0.0002692503,0.00002828657,0.8563995,0.00002223465,0.000007124711,5.368381e-7,0.00964973,6.06782e-7,0.00001027012,0.023491,0.1098855,0.0002359839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7786129,0.001107914,0.00001139644,0.001426965,0.0004918069,0.0003061589,0.000001010924,0.0001237125,0.2179182],"genre_scores_gemma":[0.9883437,0.0007540785,0.005396563,0.001296557,0.00009782083,0.00003732166,0.000002303392,0.00001075059,0.004060879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2138573,"threshold_uncertainty_score":0.9975942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838697213921932,"score_gpt":0.3046121472402674,"score_spread":0.2662251751010481,"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."}}