{"id":"W4403530304","doi":"10.2307/jj.20829377.23","title":"Class Identity, Performance, and Practices in Refugee Selection and Integration in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Refugee; Selection (genetic algorithm); Identity (music); Class (philosophy); Genealogy; Political science; Computer science; History; Artificial intelligence; Aesthetics; Art; Law","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":[0.001374783,0.0002995289,0.0006061199,0.00222127,0.02129394,0.007404143,0.00173165,0.0007998404,0.007607121],"category_scores_gemma":[0.003561365,0.0003099771,0.0002691972,0.006050854,0.006914259,0.001016776,0.003841593,0.001893283,0.0003554603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07428149,"about_ca_system_score_gemma":0.1579237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967097,"about_ca_topic_score_gemma":0.9989324,"domain_scores_codex":[0.998134,0.0002108793,0.00003966548,0.0001131692,0.0004797169,0.001022611],"domain_scores_gemma":[0.9980405,0.0002520063,0.0001275727,0.00003826246,0.000443916,0.001097809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002216511,0.0003178758,0.218071,0.0001941868,0.00004814303,0.0008535818,0.3941112,0.0006997966,0.0004537699,0.1004664,0.04734434,0.2372181],"study_design_scores_gemma":[0.00002236925,0.00006061567,0.5124936,0.0006349128,0.00004026564,0.000180375,0.3628059,0.0004685533,0.0001905395,0.005135033,0.1178823,0.00008543257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8547413,0.01495079,0.0002331849,0.01132865,0.000256032,0.00006432473,0.0007253834,0.00002588676,0.1176744],"genre_scores_gemma":[0.9577042,0.005355158,0.000215852,0.0003653725,0.00001965912,0.00002216879,0.000182892,0.00002334276,0.03611138],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07428149,"threshold_uncertainty_score":0.5389525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711608951830525,"score_gpt":0.2499746246889079,"score_spread":0.2328585351706026,"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."}}