{"id":"W4297514182","doi":"10.3138/cpp.2022-008","title":"Employment Probability of Visible Minority Immigrants in Canada by Generational Status, Circa 2016","year":2022,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Saint Mary's University","funders":"Dartmouth College","keywords":"Immigration; Odds; Census; Demographic economics; Logistic regression; Political science; Sociology; Demography; Economics; Population; Medicine","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":[0.0005098653,0.0003621824,0.0003964299,0.00254076,0.001454995,0.001287286,0.0009678008,0.0003084618,0.004346286],"category_scores_gemma":[0.002784105,0.0002088773,0.0007557926,0.004116977,0.0005895882,0.0003677001,0.0008330696,0.0008085141,0.0004786601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01416001,"about_ca_system_score_gemma":0.02644638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948079,"about_ca_topic_score_gemma":0.99529,"domain_scores_codex":[0.9994909,0.00002558507,0.00003949265,0.00008769494,0.0001352379,0.0002211347],"domain_scores_gemma":[0.9979509,0.0001015873,0.0004843528,0.00006246517,0.0008628191,0.0005379904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001791378,0.0000356557,0.9715261,0.0001170379,0.0001160536,0.0001373619,0.0006804602,0.0004599499,0.0001232578,0.0005780782,0.01505725,0.01098971],"study_design_scores_gemma":[0.00001957724,0.00001515963,0.9933087,0.0000963407,0.00003902102,0.0001048515,0.001280074,0.0007202938,0.00007461243,0.0001065884,0.004208892,0.00002586938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085968,0.003206937,0.0001959425,0.001234778,0.00009675725,0.00006732941,0.07834655,0.00009097897,0.008163874],"genre_scores_gemma":[0.9692677,0.002654511,0.0003042988,0.0001360769,0.00002508402,0.00003842588,0.02257632,0.00002961856,0.004968043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01416001,"threshold_uncertainty_score":0.1027386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599134584095263,"score_gpt":0.2547074457617621,"score_spread":0.2387160999208095,"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."}}