{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003941861,0.0001225445,0.000505704,0.0003264375,0.0002954349,0.000008514796,0.000386324,0.0001171758,0.0001631031],"category_scores_gemma":[0.00003161759,0.0001100083,0.0001957988,0.0004490154,0.0001133764,0.000100717,0.00002271593,0.00007662694,0.000001159675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000395577,"about_ca_system_score_gemma":0.000881632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951311,"about_ca_topic_score_gemma":0.9999473,"domain_scores_codex":[0.9989274,0.0001100497,0.0002993842,0.0002149932,0.0002762386,0.0001719561],"domain_scores_gemma":[0.9985331,0.00008660075,0.0006649592,0.0002436441,0.0003888816,0.00008283757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005940617,0.0002019836,0.04461905,0.0001130475,0.002444832,0.000002863579,0.9229366,0.004352595,0.001675734,0.002336743,0.004643409,0.01607912],"study_design_scores_gemma":[0.0002302645,0.0001336213,0.4634152,0.000107133,0.001312034,4.754832e-8,0.529721,0.0002310552,0.00326689,0.00009407222,0.001269301,0.0002194215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980009,0.00007847307,0.000009416774,0.001005457,0.0001766236,0.000262287,0.0001048787,0.000004447593,0.000357531],"genre_scores_gemma":[0.9713476,0.00127668,0.00008525564,0.000006089502,0.00001400762,4.991408e-7,0.0002065632,0.000004764167,0.02705852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187962,"threshold_uncertainty_score":0.4486009,"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."}}