{"id":"W4253459834","doi":"10.32920/ryerson.14646441","title":"The settlement experience of government assisted refugees in Hamilton, Ontario :a critique of Canada's Refugee and Humanitarian Resettlement Program","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Settlement (finance); Immigration; Political science; Government (linguistics); Citizenship; Legislation; Immigration policy; Economic growth; Public administration; Welfare; Politics; Law; Business","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":[0.002352421,0.0004586015,0.0006162114,0.001521175,0.05880679,0.00775706,0.003038391,0.00212246,0.005650559],"category_scores_gemma":[0.004374946,0.0004622888,0.0003758486,0.004227694,0.02855634,0.002149714,0.00866907,0.003723753,0.0002821535],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1465751,"about_ca_system_score_gemma":0.215425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950724,"about_ca_topic_score_gemma":0.9986934,"domain_scores_codex":[0.9956998,0.001159189,0.000106931,0.0002170742,0.0007696853,0.002047382],"domain_scores_gemma":[0.9960698,0.0007796994,0.0002916192,0.0001020278,0.001060984,0.001695952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002781514,0.00002241823,0.007455387,0.0001326197,0.000008419145,0.001741564,0.9626294,0.0001224437,0.0003434487,0.01012823,0.009080455,0.008307727],"study_design_scores_gemma":[0.000004638498,0.00001017659,0.008657312,0.0001041601,0.000005081793,0.0001127981,0.9551186,0.00002597265,0.00003894174,0.0002578805,0.03564824,0.00001626774],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709202,0.004265583,0.0005542432,0.04605635,0.0003296229,0.0001544247,0.0002759921,0.00003180064,0.07741169],"genre_scores_gemma":[0.9859169,0.001915305,0.0002123848,0.002481937,0.00002403609,0.00003899449,0.00005206318,0.00002357416,0.009334722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1465751,"threshold_uncertainty_score":0.989852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865383923388163,"score_gpt":0.3162471463227243,"score_spread":0.2975933070888426,"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."}}