{"id":"W2122391613","doi":"10.25336/p6kk7s","title":"The Visible Minority Population in Canada: A Review of Numbers, Growth and Labour Force Issues","year":2006,"lang":"en","type":"review","venue":"Canadian Studies in Population","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Carleton University","funders":"","keywords":"Equity (law); Population; Labour economics; Gender equity; Population growth; Economics; Demographic economics; Business; Political science; Sociology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009994755,0.0001826864,0.0008653952,0.0001681832,0.0003808362,0.00002157523,0.0001642815,0.0001225552,0.000009338299],"category_scores_gemma":[0.0007339481,0.0001579669,0.00006535625,0.0006172894,0.00009092432,0.0001511645,0.00002270119,0.0001520972,6.74074e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002797623,"about_ca_system_score_gemma":0.001522904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998114,"about_ca_topic_score_gemma":0.9999956,"domain_scores_codex":[0.9980302,0.0003983277,0.0007983844,0.0002432257,0.0001995406,0.0003303441],"domain_scores_gemma":[0.9990386,0.0002240332,0.0003889333,0.0001589632,0.00009884965,0.00009065048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001946773,0.00001170628,0.5091049,0.07735011,0.0001032947,0.000009795298,0.003971995,0.000005561325,2.371514e-9,0.04649508,0.0196677,0.3432779],"study_design_scores_gemma":[0.00007361771,0.000005525401,0.1037164,0.01879379,0.000103003,9.953088e-7,0.001574395,0.000003484951,8.619758e-9,0.002399055,0.8730309,0.0002988245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001061505,0.9956168,1.322641e-7,0.0003851108,0.0003173413,0.0008390355,0.00004989424,0.000004405369,0.001725808],"genre_scores_gemma":[0.009812918,0.9892455,0.00001462272,0.00007575592,0.0001605038,0.00006291707,0.0001333537,0.000009398177,0.0004849733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8533632,"threshold_uncertainty_score":0.7315686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05604752082503034,"score_gpt":0.3653690758920765,"score_spread":0.3093215550670462,"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."}}