{"id":"W2311605950","doi":"10.14288/1.0135639","title":"International students strategies to obtain career-related work in Canada after graduation","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Graduation (instrument); Work (physics); Medical education; Political science; Sociology; Mathematics education; Pedagogy; Psychology; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001293164,0.000500322,0.0003266839,0.001322814,0.01556248,0.006822701,0.001857525,0.0008928614,0.01028217],"category_scores_gemma":[0.002616121,0.0002742771,0.0003718802,0.002310467,0.002111261,0.000955431,0.005891719,0.002331599,0.001576113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02647218,"about_ca_system_score_gemma":0.09146591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9317039,"about_ca_topic_score_gemma":0.9818609,"domain_scores_codex":[0.9974902,0.0001345053,0.00003464972,0.000125228,0.0005526556,0.001662823],"domain_scores_gemma":[0.9955096,0.00008611933,0.000186431,0.00005243485,0.0007927449,0.003372614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001983996,0.001056795,0.3620069,0.0002148573,0.00003764911,0.00167773,0.306584,0.000303918,0.002385273,0.00986826,0.06787435,0.2477919],"study_design_scores_gemma":[0.00001797335,0.0001517611,0.2415543,0.0002713299,0.00002427313,0.0002289121,0.6465471,0.0002221625,0.0005111626,0.000599751,0.1097924,0.0000789499],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104137,0.0006872099,0.0003063561,0.005329329,0.0001951469,0.0001293797,0.0002906103,0.0000511906,0.08259711],"genre_scores_gemma":[0.9486102,0.001049047,0.0006374971,0.001730611,0.0000209551,0.00005301839,0.000382955,0.00003569467,0.04748015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06829613,"threshold_uncertainty_score":0.1920699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056912976455818,"score_gpt":0.2192964917578642,"score_spread":0.208727361993306,"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."}}