{"id":"W4416432007","doi":"10.1080/15210960.2025.2577598","title":"Editorial","year":2025,"lang":"en","type":"article","venue":"Multicultural Perspectives","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Refugee; Destinations; Immigration; Qualitative research; Higher education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008784771,0.000055257,0.00006564804,0.00003462462,0.0006645056,0.0001031942,0.0001311443,0.00005787708,0.0001938383],"category_scores_gemma":[0.0002696426,0.00003639652,0.00005219581,0.0001812313,0.000325121,0.0001674739,0.0000128248,0.00006850798,0.00003511676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007256406,"about_ca_system_score_gemma":0.00007982938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865714,"about_ca_topic_score_gemma":0.0009897416,"domain_scores_codex":[0.9994465,0.00004538661,0.00006897301,0.0001342843,0.0001526084,0.0001522628],"domain_scores_gemma":[0.9996743,0.00003928006,0.00001807244,0.00005588809,0.000164252,0.00004823718],"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":[0.00001473055,0.0001076607,0.0003419757,0.00000244712,0.0000207211,1.820485e-7,0.4781709,0.000001764998,0.0006355518,0.1314872,0.3861612,0.003055757],"study_design_scores_gemma":[0.00008488583,0.000003699558,0.001052109,0.000005767729,0.00000227981,2.307258e-8,0.408619,0.000001464298,0.00005388059,0.0001364927,0.5899993,0.0000410589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4753395,0.002233651,0.0000154524,0.03255041,0.1626573,0.0003466119,0.000002783221,0.0002723729,0.3265819],"genre_scores_gemma":[0.9543741,0.0001886027,0.0001755823,0.0001121524,0.02361994,0.00001151373,9.087261e-7,0.000001439215,0.02151573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4790346,"threshold_uncertainty_score":0.5110907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009849366953077658,"score_gpt":0.3579796447867063,"score_spread":0.3481302778336287,"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."}}