{"id":"W4251379548","doi":"10.3138/cpp.37.1.25","title":"A Canada-US Comparison of Labour Market Outcomes among Highly Educated Immigrants","year":2011,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Immigration; Demographic economics; Wage; Economics; Labour economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007892167,0.0002835761,0.000328243,0.002245285,0.002122481,0.0009635927,0.0006272024,0.0003655224,0.00277117],"category_scores_gemma":[0.002395554,0.0001432313,0.0004218515,0.005152948,0.0005599339,0.0004254267,0.001008218,0.0005712302,0.000242922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01926643,"about_ca_system_score_gemma":0.02038267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911132,"about_ca_topic_score_gemma":0.9965036,"domain_scores_codex":[0.9993448,0.0000484551,0.00003065819,0.00006606725,0.0001517139,0.0003582684],"domain_scores_gemma":[0.9982756,0.0001029752,0.0002690944,0.00004447743,0.0009004758,0.0004073319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007647753,0.0001163175,0.9753863,0.00007430331,0.0001607211,0.0002013196,0.002221237,0.0004251794,0.000386816,0.001243898,0.003905393,0.01511369],"study_design_scores_gemma":[0.00001252148,0.00002851463,0.9969828,0.00001476125,0.00003091399,0.00001847318,0.001342593,0.00009346957,0.00006216708,0.00003414252,0.001371884,0.000007688901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894968,0.0006207665,0.00005086749,0.0002843448,0.00001539421,0.00001895658,0.003637351,0.000006142879,0.005869323],"genre_scores_gemma":[0.9947364,0.0004106617,0.00005357956,0.00007563542,0.000004770218,0.000008964159,0.003140094,0.000004033725,0.001565839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01926643,"threshold_uncertainty_score":0.1397884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513510179272938,"score_gpt":0.2860191075327374,"score_spread":0.260884005740008,"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."}}