{"id":"W2112718587","doi":"10.1111/imre.12038","title":"Why Immigrant Background Matters for University Participation: A Comparison of Switzerland and Canada","year":2013,"lang":"en","type":"article","venue":"International Migration Review","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Statistics Canada","funders":"","keywords":"Immigration; Disadvantaged; Attendance; Educational attainment; Demographic economics; Academic achievement; Sociology; Psychology; Demography; Political science; Economic growth; Pedagogy; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001427934,0.0002500728,0.0004520392,0.002318636,0.002860688,0.002082178,0.0006154798,0.0004675504,0.002921456],"category_scores_gemma":[0.003776206,0.0001375484,0.0004837679,0.006176791,0.0007991144,0.000415962,0.001294683,0.0004420457,0.0001382155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176147,"about_ca_system_score_gemma":0.02586938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9682548,"about_ca_topic_score_gemma":0.9847895,"domain_scores_codex":[0.99886,0.0001505329,0.00004853859,0.00009879132,0.0002962963,0.0005458035],"domain_scores_gemma":[0.9980664,0.0002712386,0.0003507681,0.00004815813,0.0006432582,0.0006203086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005479461,0.00007481101,0.9149427,0.0003846657,0.0001517075,0.001175106,0.0135033,0.0001801399,0.0006072769,0.00216307,0.003668681,0.06260058],"study_design_scores_gemma":[0.0000141205,0.00004664517,0.9780854,0.0003516166,0.00007113448,0.0001965383,0.01585694,0.0001015253,0.00009898515,0.0001044601,0.005052088,0.00002050336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777626,0.009881576,0.00008766077,0.001986308,0.00004632297,0.00002695011,0.0008555751,0.0000080415,0.009345041],"genre_scores_gemma":[0.9933161,0.005227254,0.00006405915,0.0001997446,0.00001054223,0.00001071997,0.0004229765,0.00000566312,0.0007429454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0317452,"threshold_uncertainty_score":0.08533585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04995816416625688,"score_gpt":0.397538769534739,"score_spread":0.3475806053684822,"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."}}