{"id":"W4416768772","doi":"10.1108/ijmhsc-08-2024-0091","title":"Learning from COVID-19 to enhance settlement services for refugees to Canada","year":2025,"lang":"en","type":"article","venue":"International Journal of Migration Health and Social Care","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College; Western University","funders":"","keywords":"Refugee; Settlement (finance); Government (linguistics); Population; Gratitude; Qualitative research; Human settlement; Immigration; Limiting","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":[0.005410704,0.0007637736,0.0005727881,0.0007881161,0.02737033,0.007008068,0.002937504,0.001440151,0.01291755],"category_scores_gemma":[0.007683225,0.0003960778,0.0006467612,0.001073977,0.007091703,0.002358287,0.01027417,0.004129114,0.001152785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05917724,"about_ca_system_score_gemma":0.227718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9134558,"about_ca_topic_score_gemma":0.9829143,"domain_scores_codex":[0.9949728,0.001623361,0.00007211645,0.0002270675,0.0007959561,0.002308634],"domain_scores_gemma":[0.9929202,0.0004844866,0.0001855627,0.0001285873,0.001270032,0.005011014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001566422,0.000571762,0.02140713,0.001045113,0.00003831096,0.007236112,0.5702224,0.0006828512,0.001513442,0.0120252,0.2086556,0.1764455],"study_design_scores_gemma":[0.00003533834,0.0001579239,0.008557749,0.0008660322,0.00002265803,0.0005883905,0.7232698,0.0002207616,0.0003287972,0.001629183,0.2642413,0.00008209392],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6390044,0.005690841,0.004353056,0.1274943,0.003046727,0.001430071,0.000906096,0.0003496277,0.2177248],"genre_scores_gemma":[0.9216024,0.005964111,0.01019354,0.01538266,0.0001621883,0.0004270754,0.0003688156,0.0001274361,0.04577174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08654422,"threshold_uncertainty_score":0.429363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811838142484262,"score_gpt":0.4203757685203666,"score_spread":0.4022573870955239,"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."}}