{"id":"W3016595986","doi":"10.32674/jcihe.v11iwinter.1546","title":"Using Bourdieu’s Theory of Practice to Investigate the Experience of Ontario College Graduates Who Are Russian, Ukrainian, and Belarusian, and Seek Career Employment and Permanent Residency in Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Comparative & International Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Habitus; Ukrainian; Practice theory; Sociology; Career Pathways; Political science; Gender studies; Cultural capital; Medical education; Social science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003897966,0.00009048556,0.0002160379,0.00007325342,0.0001013963,0.00003513268,0.0001568658,0.00002123491,0.0000534452],"category_scores_gemma":[0.00011234,0.00007256152,0.00001712818,0.0001766156,0.0001596829,0.0003815892,0.00004168096,0.0001263996,2.373942e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007861931,"about_ca_system_score_gemma":0.006129533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4735713,"about_ca_topic_score_gemma":0.5921323,"domain_scores_codex":[0.9986068,0.0002046588,0.0004454238,0.0001250867,0.0005212015,0.00009681338],"domain_scores_gemma":[0.9984853,0.0002237917,0.00064921,0.00005004463,0.000444041,0.0001475766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001378444,0.00007587774,0.3010502,0.0000126011,0.00006875226,0.000003567711,0.6520858,0.00007688423,0.0001592127,0.0445007,0.001657991,0.0001705657],"study_design_scores_gemma":[0.0001977731,0.00004557311,0.8692638,0.0002165523,0.00001916836,0.000007889232,0.05456671,0.000005715895,0.0002172939,0.001274045,0.07410492,0.00008055463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559536,0.000955577,0.000009147157,0.04122093,0.0004134049,0.000172529,0.000008054156,9.10606e-7,0.001265835],"genre_scores_gemma":[0.9962487,0.0001252494,0.001283574,0.001455815,0.0001091472,0.000008584594,8.476036e-7,0.000003665138,0.0007644651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5975191,"threshold_uncertainty_score":0.9995048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08186579669399932,"score_gpt":0.3694697369736201,"score_spread":0.2876039402796208,"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."}}