{"id":"W4295804204","doi":"10.53808/kus.2010.10.1and2.0846-s","title":"INCOME ATTAINMENT OF IMMIGRANT WOMEN IN CANADA: DOES REGION OF BIRTH MATTER?","year":2022,"lang":"en","type":"article","venue":"Khulna University Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Graduate Studies and Research, University of Alberta; University of Alberta","keywords":"Immigration; Earnings; Disadvantaged; Census; Demographic economics; Educational attainment; Geography; Demography; Economics; Sociology; Population; Economic growth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005286189,0.0001771345,0.0003245689,0.001351844,0.002366619,0.001122267,0.0007282072,0.0002731979,0.001972824],"category_scores_gemma":[0.001816935,0.0001077905,0.0003602452,0.002930154,0.0006109262,0.0003491694,0.0008425436,0.0005469538,0.0001940593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008175829,"about_ca_system_score_gemma":0.01447253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841453,"about_ca_topic_score_gemma":0.9940655,"domain_scores_codex":[0.9995015,0.00004692017,0.00001986198,0.00005161115,0.0001304944,0.0002496598],"domain_scores_gemma":[0.9988407,0.00008887431,0.0002885619,0.00002771681,0.0003998423,0.0003543197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005412995,0.00002165901,0.9918892,0.00001858197,0.00003015999,0.0001396948,0.001679274,0.00006148661,0.00007090496,0.0002474269,0.0007685962,0.005018858],"study_design_scores_gemma":[0.000001399012,0.00001017202,0.994018,0.00003193624,0.00001299781,0.00003165874,0.004953019,0.00008227708,0.00002631281,0.00002397804,0.000802624,0.000005679772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942937,0.0007731129,0.00003242002,0.000512624,0.00001043172,0.000009489673,0.0013607,0.000003140128,0.003004358],"genre_scores_gemma":[0.9976821,0.0005973138,0.00004551219,0.00005972186,0.000004276684,0.000003861451,0.0007080904,0.000002114981,0.000897042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01585466,"threshold_uncertainty_score":0.05932009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054018535133329,"score_gpt":0.2188702824624299,"score_spread":0.2083300971110966,"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."}}