{"id":"W4230104028","doi":"10.32920/ryerson.14655312","title":"Experiences, challenges, and supports during studying and sojourning in Canada: the case of Chinese international students","year":2021,"lang":"en","type":"preprint","venue":"","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Enculturation; Acculturation; Internationalization; International education; Study abroad; Graduation (instrument); Pedagogy; Identity (music); Psychology; Sociology; Higher education; Political science; Immigration","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":[0.002171234,0.0009304495,0.0009384293,0.001595963,0.04654017,0.007520216,0.00275876,0.00229717,0.002274967],"category_scores_gemma":[0.00473674,0.0005569261,0.0006358321,0.003152209,0.01299439,0.002015963,0.008845557,0.005891923,0.0002427058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03468959,"about_ca_system_score_gemma":0.07203944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8875506,"about_ca_topic_score_gemma":0.9479514,"domain_scores_codex":[0.9959468,0.0008407505,0.00009718601,0.0002570451,0.0006621291,0.002195984],"domain_scores_gemma":[0.9939242,0.0008902636,0.0004672107,0.0001333655,0.0007512008,0.003833772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003098543,0.00006745518,0.01497651,0.00003258027,0.000007274274,0.001856304,0.9767333,0.00003024474,0.0003475668,0.0006587566,0.0008947617,0.004364288],"study_design_scores_gemma":[0.000001774511,0.00002068587,0.005860022,0.0000197541,0.000004953434,0.0001466805,0.990042,0.00003490963,0.00006387345,0.0000553208,0.003732093,0.00001793402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946942,0.000224368,0.00006904317,0.001340855,0.00004373505,0.00003053583,0.00003296145,0.000006618407,0.003557765],"genre_scores_gemma":[0.9962734,0.0002942717,0.0001179245,0.0004193753,0.00001144382,0.00002279108,0.00003552457,0.000009047649,0.002816267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124494,"threshold_uncertainty_score":0.2516918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510793883423496,"score_gpt":0.3367992822045328,"score_spread":0.3016913433702978,"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."}}