{"id":"W2922082982","doi":"10.1111/gwao.12361","title":"Structural accommodations of patriarchy: Women and workplace gender segregation in Qatar","year":2019,"lang":"en","type":"article","venue":"Gender Work and Organization","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Qatar National Research Fund; Connaught Fund; University of Toronto","keywords":"Patriarchy; Gender studies; Context (archaeology); Sociology; Conformity; Psychology; Social psychology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001536799,0.0001932546,0.0002166104,0.0007957364,0.00655899,0.002599552,0.0003090983,0.0005779422,0.00299897],"category_scores_gemma":[0.00159803,0.0002083772,0.0001072002,0.001048909,0.005331904,0.001146099,0.001890828,0.0008429451,0.0001946403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002899753,"about_ca_system_score_gemma":0.001971323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02190206,"about_ca_topic_score_gemma":0.04380672,"domain_scores_codex":[0.9989896,0.0005886985,0.00002815539,0.00006078103,0.00008756675,0.000245195],"domain_scores_gemma":[0.9990426,0.000411397,0.0003023993,0.00003244034,0.00007269636,0.0001385859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006302946,0.00006267569,0.07182859,0.00005318111,0.00000671421,0.000674554,0.9053395,0.00004847698,0.0009147127,0.008724013,0.0004668837,0.01181768],"study_design_scores_gemma":[0.000005797477,0.0001088509,0.1458651,0.0001086933,0.000006782082,0.0003841947,0.8430203,0.0001251684,0.0002634027,0.001414416,0.008683029,0.00001424899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950176,0.0003637185,0.0001171282,0.0006670633,0.000006300409,0.000004418023,0.00001003299,0.000001216606,0.003812584],"genre_scores_gemma":[0.9994237,0.00009472229,0.00004107991,0.0000488498,0.000003019207,0.000002514389,0.000004304121,5.428887e-7,0.000381195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02190206,"threshold_uncertainty_score":0.04354912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726964783084179,"score_gpt":0.2511073647970931,"score_spread":0.2338377169662513,"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."}}