{"id":"W4247213754","doi":"10.32920/ryerson.14640555.v1","title":"Welcome to Canada? A critical review and assessment of Canada’s fast-changing immigration policies : a literature review","year":2021,"lang":"en","type":"review","venue":"","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration policy; Refugee; Family reunification; Political science; Reputation; Settlement (finance); State (computer science); Public administration; Political economy; Economic growth; Sociology; Business; Law; Economics","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":[0.01426297,0.001176718,0.003004907,0.02390804,0.003681813,0.006777829,0.003071435,0.002633682,0.003973902],"category_scores_gemma":[0.03901942,0.00096301,0.001832993,0.03649349,0.003075908,0.003283392,0.00204886,0.003545562,0.0004718094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0491058,"about_ca_system_score_gemma":0.2473685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6878087,"about_ca_topic_score_gemma":0.8680051,"domain_scores_codex":[0.9934336,0.001395457,0.001096426,0.0004986422,0.002939276,0.0006366617],"domain_scores_gemma":[0.957321,0.0181043,0.003109896,0.000529805,0.01913786,0.001797075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482374,0.00005994732,0.001845894,0.3620216,0.0009734876,0.000459277,0.003125498,0.000576513,0.0004519282,0.01512346,0.1608334,0.4543808],"study_design_scores_gemma":[0.00001647477,0.00003635256,0.004239297,0.3569729,0.001371402,0.0002217802,0.002035514,0.00009012424,0.0001494055,0.001052535,0.6337322,0.00008189082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001481851,0.9958657,0.00004001542,0.002793846,0.0003226026,0.00002457054,0.0001204865,0.000004097669,0.0006805379],"genre_scores_gemma":[0.00195963,0.9961985,0.0001787981,0.001296557,0.0001039284,0.00002844512,0.00008116339,0.000002599671,0.0001502716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3121913,"threshold_uncertainty_score":0.6280597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328208372132152,"score_gpt":0.3876420749806554,"score_spread":0.3543599912593339,"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."}}