{"id":"W1977632226","doi":"10.1007/s12134-001-1004-1","title":"Immigrant skill utilization in the Canadian labour market: Implications of human capital research","year":2001,"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":410,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Earnings; Human capital; Census; Demographic economics; Work (physics); Quality (philosophy); Capital (architecture); Economics; Labour economics; Political science; Geography; Economic growth; Sociology; Demography; Population; Accounting","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009202689,0.0002381103,0.0002920933,0.00181961,0.0005695089,0.0007129376,0.0007674647,0.0003065338,0.0007037984],"category_scores_gemma":[0.003595467,0.0002066188,0.0001762129,0.00112546,0.0004182149,0.001374544,0.00002632073,0.0009132434,0.000006368382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379279,"about_ca_system_score_gemma":0.00127454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1035517,"about_ca_topic_score_gemma":0.9166241,"domain_scores_codex":[0.9946333,0.002278534,0.001368508,0.0002909439,0.001073365,0.0003553815],"domain_scores_gemma":[0.9937649,0.001195679,0.0008724937,0.0002382563,0.003713552,0.0002151677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001001689,0.0003616386,0.06115923,0.00001012912,0.00004736284,0.000012648,0.06282622,0.0004120466,0.005049769,0.8622321,0.005055532,0.002733089],"study_design_scores_gemma":[0.001821472,0.0006283684,0.5804915,0.0006669232,0.00005410974,0.0005577843,0.06581642,0.01708956,0.001424168,0.07074086,0.2601642,0.0005445876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8691341,0.0002417005,0.02112506,0.06272134,0.0004674353,0.0006211842,0.00008594312,0.00002883182,0.04557441],"genre_scores_gemma":[0.9882689,0.004363236,0.001374928,0.001365476,0.0004805482,0.00008456089,0.0002215019,0.00002411401,0.003816773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8130724,"threshold_uncertainty_score":0.9024178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0458195027116108,"score_gpt":0.3873077834287741,"score_spread":0.3414882807171634,"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."}}