{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003971611,0.00006488892,0.0001040749,0.00008212078,0.0001383211,0.00004450767,0.00006922966,0.00007788219,0.0004816948],"category_scores_gemma":[0.00008473652,0.00006931424,0.000005490267,0.0004454007,0.00005762027,0.0002470348,0.00004459796,0.0000615559,0.00001149253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313727,"about_ca_system_score_gemma":0.00009352282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003810194,"about_ca_topic_score_gemma":0.00003353006,"domain_scores_codex":[0.9993099,0.00009494294,0.0001678026,0.0001591414,0.000112584,0.0001556089],"domain_scores_gemma":[0.9996579,0.00008112201,0.00007980202,0.00007821954,0.00005708616,0.00004586234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004838683,0.000003973971,0.9133484,0.00001137993,0.000008820278,7.881223e-8,0.07795853,0.00004865968,0.0000272079,0.006269204,0.0000614567,0.002257429],"study_design_scores_gemma":[0.000413009,0.000004643437,0.9673628,0.000006640973,0.000004176839,2.979602e-7,0.01834544,0.00003609447,0.0000468285,0.01337146,0.0002952406,0.0001133577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981892,0.00007773702,0.0001530135,0.0002844046,0.0001670454,0.0002250616,0.000001792798,0.00002122365,0.0008805675],"genre_scores_gemma":[0.9986616,0.0000990783,0.0007813685,0.00006590832,0.00003306773,0.000003351851,0.00002689331,0.000009698338,0.0003190335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05961309,"threshold_uncertainty_score":0.5274221,"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."}}