{"id":"W2606601314","doi":"","title":"Labour market outcomes of immigrant women who arrive as dependants of economic immigrant principal applicants","year":2017,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Human capital; Earnings; Principal (computer security); Assortative mating; Demographic economics; Economics; Labour economics; Political science; Sociology; Demography; Population; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0004561321,0.0002083617,0.0003522831,0.0007995124,0.001544293,0.001084425,0.0003837576,0.0004000645,0.003204726],"category_scores_gemma":[0.002144433,0.0001650749,0.0003511253,0.0009672878,0.0005258584,0.0004724102,0.001067729,0.0006480569,0.0004984663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094882,"about_ca_system_score_gemma":0.001529829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2053735,"about_ca_topic_score_gemma":0.3094402,"domain_scores_codex":[0.9996939,0.00004419367,0.00001367697,0.00003610844,0.00004255466,0.0001695898],"domain_scores_gemma":[0.9993305,0.00005692199,0.0001896504,0.00002091271,0.0001157564,0.0002862511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008327635,0.00009274294,0.9922273,0.00001027183,0.00001286547,0.0002801385,0.003487712,0.00002909313,0.0001327457,0.0001024212,0.0003640901,0.003177355],"study_design_scores_gemma":[0.000006018226,0.0001050863,0.9784663,0.00002211292,0.000008987644,0.000127373,0.0205493,0.00006562436,0.00003401217,0.00004356933,0.0005635242,0.00000808108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991719,0.00006747535,0.000005780702,0.00006275512,0.000004840365,0.00000533924,0.0001000507,5.223736e-7,0.0005812395],"genre_scores_gemma":[0.9987179,0.0001366007,0.00001198069,0.00004430752,0.000005524094,0.000007229659,0.0002069557,9.690035e-7,0.0008685836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2053735,"threshold_uncertainty_score":0.4083561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05606096549526165,"score_gpt":0.4186090796803709,"score_spread":0.3625481141851092,"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."}}