{"id":"W4322009644","doi":"10.1007/s12134-023-01011-1","title":"The Work Trajectories of Married Canadian Immigrant Women, 2006–2019","year":2023,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Toronto; University of Waterloo","funders":"Women and Gender Equality Canada","keywords":"Immigration; Unemployment; Economics; Demographic economics; Fertility; Convergence (economics); Labour economics; Work (physics); Population; Sociology; Political science; Economic growth; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009009046,0.0004564401,0.0004284802,0.002967503,0.005525066,0.002674807,0.001682979,0.001038641,0.003071352],"category_scores_gemma":[0.00272849,0.0003838545,0.0008478254,0.006015456,0.0008774654,0.001148733,0.002359395,0.001430809,0.0007751439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02467876,"about_ca_system_score_gemma":0.03485207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889988,"about_ca_topic_score_gemma":0.995411,"domain_scores_codex":[0.9990421,0.00004955521,0.0000600552,0.00008075533,0.000232947,0.0005345536],"domain_scores_gemma":[0.9977282,0.00006095779,0.000309589,0.0000354373,0.001174781,0.0006910641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002385943,0.0001479798,0.9652209,0.00007762167,0.00006599128,0.0001858405,0.01710393,0.0001580237,0.0001797744,0.0003320315,0.003609473,0.01267989],"study_design_scores_gemma":[0.000004052916,0.00003891562,0.9678504,0.00005510596,0.00001351455,0.00004792522,0.02827394,0.0000861024,0.0000363209,0.00002408485,0.003546134,0.0000234632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887609,0.0007734571,0.00003949624,0.0006855941,0.00004166395,0.000053935,0.005886315,0.000008088116,0.003750663],"genre_scores_gemma":[0.9884508,0.0009650234,0.00010819,0.0002287803,0.00001405869,0.00004439196,0.004420597,0.000007519243,0.005760728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02467876,"threshold_uncertainty_score":0.1790577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138345696658758,"score_gpt":0.289293096275164,"score_spread":0.2779096393085764,"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."}}