{"id":"W4402498332","doi":"10.1515/9780228022183-021","title":"16 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; Identity (music); Selection (genetic algorithm); Class (philosophy); Political science; Genealogy; Computer science; History; Artificial intelligence; Law; Art; Aesthetics","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":[0.001385746,0.0003816172,0.0006380277,0.002419434,0.0218535,0.009766872,0.001683308,0.000926414,0.0130124],"category_scores_gemma":[0.003377677,0.0002953328,0.0002948126,0.006359912,0.006864994,0.001128183,0.003763688,0.002047748,0.000647269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07623781,"about_ca_system_score_gemma":0.1695718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960046,"about_ca_topic_score_gemma":0.9985946,"domain_scores_codex":[0.9981149,0.0002140522,0.00003755989,0.000114554,0.0004589021,0.001059897],"domain_scores_gemma":[0.9981512,0.0002181175,0.0001003541,0.0000361871,0.0005061763,0.0009879463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001597131,0.0002610198,0.1472899,0.0002053096,0.00003545291,0.00099066,0.3723941,0.0005916942,0.0004344613,0.1820951,0.07566566,0.219877],"study_design_scores_gemma":[0.00002555522,0.00006129876,0.3541166,0.0008554329,0.00004958679,0.0002166886,0.372003,0.0005079411,0.0002314684,0.008026532,0.2638105,0.00009523992],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.650059,0.02127172,0.0004119099,0.01858269,0.0005187605,0.0001187461,0.001112878,0.00004795616,0.3078762],"genre_scores_gemma":[0.8897379,0.005712407,0.0003770332,0.0005659469,0.00003508865,0.0000329612,0.0002301138,0.00003856183,0.1032701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07623781,"threshold_uncertainty_score":0.5531466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686391053330558,"score_gpt":0.2492147021847816,"score_spread":0.232350791651476,"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."}}