{"id":"W3143716967","doi":"","title":"How are the Children of Visible Minority Immigrants Doing? An Update Based on the National Household Survey","year":2016,"lang":"en","type":"preprint","venue":"MPRA Paper","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; First generation; Demographic economics; Political science; Sociology; Demography; Economics; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147083,0.0004103215,0.000436252,0.004123146,0.0007743997,0.001372827,0.0007676153,0.0004184433,0.002653857],"category_scores_gemma":[0.003686248,0.0002801634,0.0004524066,0.009197964,0.0003086086,0.001087593,0.0007764113,0.00063607,0.001310917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0034757,"about_ca_system_score_gemma":0.006025081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8008684,"about_ca_topic_score_gemma":0.8781197,"domain_scores_codex":[0.9992039,0.00007895039,0.0001117691,0.0000730612,0.000376377,0.0001560224],"domain_scores_gemma":[0.9955602,0.0003447863,0.0004486234,0.0001570699,0.003101151,0.0003882719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009684492,0.00005893631,0.8615671,0.0006888944,0.00007314429,0.00009466343,0.002257189,0.000103443,0.0002186592,0.0002254709,0.06888597,0.06572974],"study_design_scores_gemma":[0.000003525071,0.0000144267,0.9656469,0.000171782,0.00002262394,0.00004071012,0.00187487,0.0000249401,0.0000629403,0.0000203425,0.03210904,0.000007995325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5040611,0.01915385,0.000574661,0.005510273,0.0007037678,0.0004204715,0.4408403,0.0001278897,0.02860764],"genre_scores_gemma":[0.6490749,0.03956209,0.001994953,0.002310219,0.0003377572,0.0006638494,0.2879624,0.00009190755,0.01800188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8008684,"threshold_uncertainty_score":0.4006087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574961197579687,"score_gpt":0.2837918592936272,"score_spread":0.2480422473178303,"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."}}