{"id":"W3009798078","doi":"10.1080/1369183x.2020.1733945","title":"Employment integration experiences of Syrian refugee women arriving through Canada’s varied refugee protection programmes","year":2020,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Refugee; Government (linguistics); Syrian refugees; Work (physics); Referral; Political science; Gender studies; Sociology; Public relations; Law; Medicine; Engineering; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005619068,0.0001420746,0.0003749295,0.0000610364,0.0001617888,0.00001639006,0.00007616244,0.00006891334,0.00004370614],"category_scores_gemma":[0.0002890258,0.0001044357,0.00005001516,0.0002447958,0.00008848675,0.000239217,0.00001694249,0.0002065183,7.531791e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222785,"about_ca_system_score_gemma":0.0002804169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009964031,"about_ca_topic_score_gemma":0.1558682,"domain_scores_codex":[0.9983088,0.000213276,0.0007996052,0.0001747222,0.0003004664,0.0002030929],"domain_scores_gemma":[0.9985694,0.0001022692,0.0007480932,0.00008661887,0.0003765301,0.0001170484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006063851,0.00008071932,0.0005236188,0.0001132702,0.0002868671,0.000006497054,0.9533299,0.000006976047,0.0009380909,0.001586353,0.004960758,0.0375606],"study_design_scores_gemma":[0.001156917,0.002643253,0.01350486,0.0001733851,0.00007789087,0.00004149552,0.9535685,0.00003296059,0.002469701,0.0006632555,0.02546329,0.0002045557],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838147,0.007856614,0.003287127,0.004072562,0.0005371447,0.000336339,0.000002925395,0.00001336408,0.00007924568],"genre_scores_gemma":[0.9977322,0.0008580163,0.0003881659,0.0005222699,0.0002412509,0.0001121179,0.00000203901,0.00000806459,0.000135937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1459042,"threshold_uncertainty_score":0.9966287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014472820442667,"score_gpt":0.3828771435895367,"score_spread":0.2814298615452699,"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."}}