{"id":"W2128435104","doi":"","title":"The Economic Integration of Recent Immigrants to Canada: A Longitudinal Analysis of Dimensions of Employment Success","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Earnings; Human capital; Demographic economics; Matching (statistics); Labour economics; Longitudinal study; Sociology; Economics; Political science; 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":[0.001306802,0.0002836345,0.0003309784,0.001880471,0.004669046,0.001821454,0.0008998,0.0007094476,0.001368786],"category_scores_gemma":[0.002926747,0.0002893076,0.0005090677,0.003393463,0.0008033213,0.0007456789,0.001776005,0.001470826,0.0002511039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015339,"about_ca_system_score_gemma":0.01680837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9586952,"about_ca_topic_score_gemma":0.9697278,"domain_scores_codex":[0.999449,0.00006674808,0.00002811525,0.00006822099,0.0001552771,0.0002327181],"domain_scores_gemma":[0.9973512,0.0001760826,0.0004611673,0.0001146841,0.00108676,0.0008100573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004967971,0.00009521676,0.9893088,0.000009136194,0.0000301177,0.0001013381,0.004051738,0.00009712623,0.0001413166,0.0001282675,0.0005088706,0.005478257],"study_design_scores_gemma":[0.000001719106,0.00003276598,0.993711,0.00002212414,0.00001004713,0.00003649551,0.005148226,0.0002150128,0.00002882606,0.0000230834,0.0007589204,0.00001165434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981306,0.0002050822,0.00004195581,0.0002162273,0.000006885247,0.00001612965,0.0006341191,0.000002178137,0.0007467326],"genre_scores_gemma":[0.9970253,0.0004340137,0.0001270642,0.00007896465,0.000005707581,0.00002390869,0.001138826,0.000003159189,0.001163016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04130477,"threshold_uncertainty_score":0.08309597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829860398393617,"score_gpt":0.254183838403511,"score_spread":0.2358852344195748,"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."}}