{"id":"W6995676838","doi":"","title":"Overcoming Barriers and Challenges to Settlement in Canada: Perspectives from Immigrants in Canada","year":2025,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Underemployment; Immigration; Settlement (finance); Language barrier; Qualitative research; Work (physics); Psychological intervention; Qualitative property; Health care; Process (computing)","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":[0.002944289,0.0005343526,0.0006310338,0.001224703,0.04662168,0.007278172,0.001906717,0.001848731,0.002685338],"category_scores_gemma":[0.004588699,0.0003743209,0.0004567905,0.002626249,0.009294677,0.001785996,0.006012489,0.00414806,0.0002004419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05781462,"about_ca_system_score_gemma":0.1366665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9822345,"about_ca_topic_score_gemma":0.9946131,"domain_scores_codex":[0.9973333,0.000618562,0.0000677495,0.00014449,0.0005177786,0.001318147],"domain_scores_gemma":[0.9963134,0.0006541965,0.0002980899,0.00004959379,0.0009930334,0.001691678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003072958,0.00003591611,0.01706808,0.0001113048,0.000009858381,0.001167194,0.967293,0.00006975705,0.0003011874,0.0014381,0.003947599,0.008527274],"study_design_scores_gemma":[0.000001394532,0.00001165409,0.004760519,0.00008201031,0.000004673343,0.00009599469,0.9870772,0.00002323249,0.00003521425,0.00008009603,0.007814665,0.00001328591],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731286,0.002444314,0.0002238546,0.01064477,0.0001634081,0.00006784454,0.0001295891,0.00001078189,0.01318672],"genre_scores_gemma":[0.9877775,0.003020903,0.0002741485,0.002840671,0.00002161632,0.00003194746,0.00006963954,0.0000173702,0.005946023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05781462,"threshold_uncertainty_score":0.4194764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100713413016825,"score_gpt":0.2378329453053256,"score_spread":0.2277616040036431,"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."}}