{"id":"W2345941913","doi":"10.14288/1.0055791","title":"Welcome to Canada? : experiences and views of international graduate students at the University of British Columbia","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Media studies; Medical education; Sociology; Medicine; Computer science","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":[0.001940436,0.0004971022,0.0006834174,0.001102395,0.02669237,0.008637598,0.001805491,0.001831776,0.006183696],"category_scores_gemma":[0.003978752,0.0004519306,0.0003132689,0.002256305,0.006321744,0.001921874,0.005039467,0.005070791,0.0006253991],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02750462,"about_ca_system_score_gemma":0.03818509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9245507,"about_ca_topic_score_gemma":0.9686278,"domain_scores_codex":[0.9970199,0.0007624132,0.00005810475,0.0001974589,0.0006540545,0.001307955],"domain_scores_gemma":[0.9920866,0.0005979105,0.0003903102,0.00007098693,0.001612414,0.005241822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006252868,0.0001231144,0.0269399,0.0000813882,0.00001147746,0.001651792,0.9525852,0.00003292692,0.001286647,0.0005917696,0.007016998,0.009616227],"study_design_scores_gemma":[0.000001204996,0.00002084119,0.00778033,0.00004717334,0.000002921832,0.00009962748,0.9822924,0.00001237795,0.00005216113,0.00001799355,0.009656292,0.00001666272],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756724,0.001267901,0.0001030859,0.005794018,0.0001692415,0.00003558354,0.0001214031,0.00001638574,0.01681996],"genre_scores_gemma":[0.9737629,0.001753743,0.0001431269,0.004239656,0.0000336725,0.00004025261,0.0001014674,0.00003749123,0.01988768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9724954,"threshold_uncertainty_score":0.1995609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216113931500829,"score_gpt":0.1784084584696162,"score_spread":0.1662473191546079,"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."}}