{"id":"W4251260973","doi":"10.32920/ryerson.14651673.v1","title":"How do Pakistani immigrant women in transnational astronaut families navigate their settlement in Canada?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Education and Early Childhood Development","funders":"","keywords":"Settlement (finance); Patriarchy; Immigration; Gender studies; Face (sociological concept); Mental health; Human settlement; Sociology; Political science; Geography; Psychology; Business; Social science; Psychiatry; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001189625,0.0004054391,0.0004282813,0.0006938358,0.01893669,0.004531636,0.001238189,0.001469823,0.003819408],"category_scores_gemma":[0.003968389,0.0003742228,0.0002575071,0.001364994,0.007437104,0.001926142,0.00346174,0.002200529,0.0003738341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01318782,"about_ca_system_score_gemma":0.02449095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8421082,"about_ca_topic_score_gemma":0.9263456,"domain_scores_codex":[0.9985988,0.0003106847,0.00002973182,0.0001033518,0.0001780612,0.0007794011],"domain_scores_gemma":[0.9982473,0.0002956445,0.0002746116,0.00004850419,0.0003886318,0.0007452624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000589483,0.00004431522,0.04717688,0.00006978302,0.0000100333,0.001888016,0.9352021,0.00004507099,0.0003195727,0.0008897394,0.002392455,0.01190315],"study_design_scores_gemma":[0.000001068257,0.00001126343,0.004143082,0.00002945555,0.000002378717,0.0001377272,0.9930762,0.000009718414,0.00001966022,0.00004225676,0.002520323,0.000006899646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899049,0.0006781358,0.00008300461,0.003163576,0.00006437153,0.00002089367,0.00005344145,0.000004732702,0.006027027],"genre_scores_gemma":[0.9948856,0.001102849,0.0001256418,0.0009073705,0.00001007588,0.00001748594,0.0000376933,0.000006186117,0.002907054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1578918,"threshold_uncertainty_score":0.3176432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008955250452195243,"score_gpt":0.1865253123621587,"score_spread":0.1775700619099635,"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."}}