{"id":"W1483326830","doi":"","title":"Immigrant Source Country Educational Quality and Canadian Labour Market Outcomes","year":2004,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Immigration; Quality (philosophy); Test (biology); Demographic economics; Labour economics; Business; Economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001687058,0.0006682847,0.000780057,0.004397471,0.004305406,0.004174066,0.001650681,0.0009339098,0.0316701],"category_scores_gemma":[0.01093536,0.0002974915,0.001129343,0.007686901,0.0009972136,0.000971683,0.001729549,0.001541253,0.001769125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02277409,"about_ca_system_score_gemma":0.02913906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925072,"about_ca_topic_score_gemma":0.9942212,"domain_scores_codex":[0.9987986,0.00008652078,0.00006378389,0.0001369057,0.0003791483,0.0005349786],"domain_scores_gemma":[0.9906556,0.001189339,0.001642196,0.0004086047,0.003949197,0.002155053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009006176,0.0002443405,0.9382773,0.0001367861,0.0004188884,0.0002663475,0.00289318,0.001192962,0.0001786378,0.004188918,0.03444788,0.01685418],"study_design_scores_gemma":[0.00006420345,0.00004697489,0.990405,0.00006540484,0.00008322541,0.00004373379,0.001741971,0.000275654,0.0001013834,0.0003172885,0.006814263,0.00004099134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872263,0.00328336,0.0001757641,0.003106365,0.0001794401,0.00008801379,0.07130681,0.0001257775,0.03450811],"genre_scores_gemma":[0.9380352,0.001249952,0.0001577772,0.000238441,0.00004583653,0.00004241132,0.02304626,0.00005576909,0.03712833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0316701,"threshold_uncertainty_score":0.1652384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851851687163216,"score_gpt":0.3630418579705651,"score_spread":0.3345233410989329,"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."}}