{"id":"W2922376517","doi":"10.20381/ruor-23141","title":"A Sociological Review of the Post Graduate Work Permit Program as a Pathway to Permanent Residency for International Students in Canada","year":2019,"lang":"en","type":"review","venue":"uO Research (University of Ottawa)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Residency training; Work (physics); Medicine; Sociology; Political science; Engineering; Mechanical engineering","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":[0.003013958,0.0006854911,0.001254201,0.008548581,0.003086697,0.003859488,0.00123813,0.001168476,0.002187675],"category_scores_gemma":[0.005759957,0.0004653459,0.0006461894,0.01826528,0.002631694,0.00128604,0.001102664,0.001492376,0.0002740377],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02955616,"about_ca_system_score_gemma":0.1068458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7982028,"about_ca_topic_score_gemma":0.8965346,"domain_scores_codex":[0.9986033,0.0002629559,0.0001708085,0.0001457365,0.0006375789,0.0001796207],"domain_scores_gemma":[0.995231,0.00202683,0.0003685694,0.00006792718,0.001960995,0.0003446191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001273669,0.0001083738,0.0036402,0.1327565,0.0002815698,0.0003923131,0.008634689,0.0004175669,0.0004028214,0.01370879,0.04461608,0.7949136],"study_design_scores_gemma":[0.00001163253,0.00008418989,0.02624803,0.09524039,0.0005327602,0.0004611605,0.007638384,0.00008037141,0.0002351465,0.0006496388,0.8687465,0.00007182337],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006478955,0.9971517,0.00002491096,0.0005343703,0.0001361309,0.00001083306,0.0000458434,0.000001910513,0.001446427],"genre_scores_gemma":[0.00521026,0.9942193,0.00007937333,0.0001793095,0.00003994527,0.0000100998,0.00003403298,0.000001585314,0.0002261552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9704438,"threshold_uncertainty_score":0.4059712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2521913478266918,"score_gpt":0.4905151890375347,"score_spread":0.2383238412108429,"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."}}