{"id":"W4392155523","doi":"10.1080/1369183x.2024.2315348","title":"Middle class nation building through immigration?","year":2024,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Middle class; Sketch; Immigration; Politics; Political economy; Polarization (electrochemistry); Ideal (ethics); Sociology; Phenomenon; Ideal type; Nation-building; Political science; Positive economics; Development economics; Social science; Economics; Law; Epistemology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001758179,0.0003382905,0.0004806792,0.0009589151,0.003136089,0.006691862,0.0008836603,0.002815579,0.008122354],"category_scores_gemma":[0.003595953,0.0001229079,0.0003316142,0.000754776,0.004761191,0.007546323,0.002237606,0.003492737,0.001007116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536595,"about_ca_system_score_gemma":0.001555252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540161,"about_ca_topic_score_gemma":0.002685885,"domain_scores_codex":[0.9993838,0.000236039,0.00003461388,0.0001135413,0.00008789017,0.0001440389],"domain_scores_gemma":[0.99865,0.0008513168,0.0001183828,0.00007630183,0.0001177505,0.0001862687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000475188,0.00009469023,0.005086096,0.0002962801,0.000009503196,0.0002295374,0.02447966,0.00009102259,0.0001509944,0.6256686,0.2775835,0.06626257],"study_design_scores_gemma":[0.000007143607,0.0000597851,0.004531153,0.0007855475,0.000008396991,0.0002768815,0.02743591,0.0002345747,0.0001857402,0.09070289,0.8757498,0.00002225774],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04424345,0.05551659,0.00341067,0.6110423,0.1089097,0.00004466091,0.0001974531,0.00008678293,0.1765483],"genre_scores_gemma":[0.5140933,0.1190869,0.003442381,0.09124549,0.1803721,0.000158035,0.0004009901,0.0002098288,0.09099097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008122354,"threshold_uncertainty_score":0.02717197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.137452400439023,"score_gpt":0.4232161349305026,"score_spread":0.2857637344914796,"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."}}