{"id":"W2621209877","doi":"10.4337/9781784712167.00007","title":"Graduate migration in Canada","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Bachelor; Context (archaeology); Demographic economics; Human capital; Political science; Exploratory analysis; Geography; Sociology; Economic growth; Economics; Engineering; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000564449,0.0004503276,0.0003129674,0.002434678,0.009492525,0.003307895,0.001209412,0.001238782,0.016821],"category_scores_gemma":[0.001246976,0.0002184282,0.0005512851,0.00632423,0.002098029,0.0008487199,0.00225033,0.001505858,0.002025694],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06067636,"about_ca_system_score_gemma":0.1675748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9856672,"about_ca_topic_score_gemma":0.9946241,"domain_scores_codex":[0.9992439,0.00003451302,0.000017707,0.00006173764,0.0003204234,0.0003217892],"domain_scores_gemma":[0.99928,0.00003973731,0.00002900033,0.00001475267,0.0003063394,0.0003301433],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007382163,0.00008135635,0.01554255,0.001286527,0.00001343996,0.001763834,0.03703489,0.0004410427,0.001114359,0.1097642,0.3852031,0.4476809],"study_design_scores_gemma":[0.000005781109,0.00002726068,0.02023492,0.0004365163,0.000006288707,0.0003778539,0.00925139,0.0000823111,0.0001504396,0.001204734,0.9681949,0.00002753802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1260868,0.09464226,0.0008894807,0.04457729,0.004055811,0.0001660732,0.00282985,0.0003163461,0.7264361],"genre_scores_gemma":[0.3020073,0.1164139,0.002226246,0.008838553,0.0005637238,0.00007071088,0.002209578,0.0001743148,0.5674957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9994355,"threshold_uncertainty_score":0.4402399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09416599882933661,"score_gpt":0.3609130405521773,"score_spread":0.2667470417228406,"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."}}