{"id":"W2998864404","doi":"10.29173/cjfy29497","title":"Canadian Immigrant Youth and the Education-Employment Nexus","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Workforce; Population; Poverty; Political science; Economic growth; Diversity (politics); Curriculum; Sociology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002062558,0.0003171355,0.0004695717,0.003175214,0.0140228,0.00628191,0.001241276,0.001190285,0.007186341],"category_scores_gemma":[0.003644144,0.0002059507,0.0005527165,0.005771282,0.003890136,0.001713207,0.003659945,0.00200235,0.0002591484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06511106,"about_ca_system_score_gemma":0.1757593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931901,"about_ca_topic_score_gemma":0.9973073,"domain_scores_codex":[0.9982646,0.0001961975,0.000051989,0.00008245186,0.0004136969,0.0009910921],"domain_scores_gemma":[0.9974511,0.0002649097,0.0002204093,0.00003495743,0.001008137,0.001020485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001621819,0.0001799926,0.2740266,0.002229127,0.0001445524,0.004743205,0.1523774,0.0004369187,0.0004140452,0.12761,0.1381991,0.299477],"study_design_scores_gemma":[0.00002354269,0.00004482229,0.2759738,0.005252475,0.0001344679,0.0008452306,0.3596623,0.0002077488,0.000179158,0.007063502,0.3505046,0.0001082659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4614287,0.164896,0.0004179663,0.1473111,0.001894507,0.0001134593,0.002193922,0.00006460853,0.2216797],"genre_scores_gemma":[0.9236421,0.05842278,0.0005710919,0.006529791,0.0001173948,0.00004447619,0.000431816,0.00002032816,0.01022018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06511106,"threshold_uncertainty_score":0.472416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014001299426542,"score_gpt":0.2517828700819401,"score_spread":0.2416428570876746,"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."}}