{"id":"W6992210306","doi":"","title":"Labour Market Outcomes for Skilled Worker Immigrants and Non-Immigrants in Canada","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Educational attainment; Wage; Work (physics); Higher education; Work experience","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":[0.0008612748,0.0003290046,0.0004320212,0.001886205,0.00499875,0.002011487,0.001208682,0.0006122823,0.004235027],"category_scores_gemma":[0.003194133,0.0002005421,0.0005218382,0.003337763,0.001374301,0.0007736886,0.00182541,0.00102753,0.0004621873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02171525,"about_ca_system_score_gemma":0.02673943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891533,"about_ca_topic_score_gemma":0.99541,"domain_scores_codex":[0.9990879,0.0000546371,0.00004113557,0.00009078892,0.0002300251,0.0004956155],"domain_scores_gemma":[0.998038,0.0001068924,0.0003978249,0.0000411357,0.0005648545,0.0008512549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001715348,0.0001334988,0.9776239,0.00005457625,0.00004171735,0.0002666271,0.009684995,0.0001200449,0.0001562192,0.0006796676,0.002531111,0.008536205],"study_design_scores_gemma":[0.000007406123,0.0000340195,0.9814146,0.0000424117,0.000008235271,0.00003789843,0.01695965,0.000102519,0.00002887404,0.00007103402,0.001274629,0.00001875203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938415,0.0003712363,0.00001462116,0.0004271396,0.00001507986,0.00002159966,0.001322744,0.000003048474,0.00398298],"genre_scores_gemma":[0.9963927,0.0003218039,0.00002585127,0.0001102679,0.000005528974,0.00001161918,0.001099486,0.000003560003,0.002029188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02171525,"threshold_uncertainty_score":0.1575559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04533642953215181,"score_gpt":0.2623626674251287,"score_spread":0.2170262378929769,"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."}}