{"id":"W2785088687","doi":"","title":"Living as a Self-sufficient Second-class Citizen: Chinese International Undergraduate Students’ Journey to Permanent Residency in Canada","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Medical education; Mathematics education; Medicine; Psychology; Political science; 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":[0.001143137,0.0002944101,0.0004812676,0.000772916,0.02121202,0.004446365,0.001391634,0.0009751692,0.003038547],"category_scores_gemma":[0.002087203,0.0003229586,0.0003812499,0.001750211,0.004986183,0.001496764,0.003912784,0.004349963,0.0002742467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02783221,"about_ca_system_score_gemma":0.07989425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9598688,"about_ca_topic_score_gemma":0.9880647,"domain_scores_codex":[0.9988072,0.0001159615,0.00002443185,0.00009280226,0.0002733477,0.0006862681],"domain_scores_gemma":[0.99678,0.0001262583,0.0001588614,0.0000378701,0.0006197661,0.002277268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008143335,0.0001671749,0.1257826,0.0001037969,0.00002276847,0.002170085,0.829852,0.00006133152,0.001003056,0.003471455,0.01864182,0.01864243],"study_design_scores_gemma":[0.000003129757,0.0000426955,0.05499258,0.00007282795,0.000008790689,0.000220922,0.9299341,0.00008951825,0.000101994,0.0001246299,0.01436187,0.00004696228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985347,0.0004487434,0.00006156641,0.007494115,0.0001080893,0.00003410103,0.0001537137,0.000006684274,0.006345953],"genre_scores_gemma":[0.9918628,0.0008114048,0.0001070732,0.002034031,0.00001779598,0.00001853877,0.0001259342,0.00001011328,0.005012231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04013115,"threshold_uncertainty_score":0.2019377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198476029061932,"score_gpt":0.2709102470162299,"score_spread":0.2589254867256106,"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."}}