{"id":"W7133002306","doi":"","title":"Navigating the Canadian Immigration Process: A Study of International Students' Experience and Interactions with the Student Services Provided by Their Host Universities","year":2014,"lang":"","type":"dissertation","venue":"TSpace","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Order (exchange); Narrative; Study abroad; Qualitative research; Host (biology); Lived experience","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":[0.003544024,0.0009120839,0.0008499608,0.001937095,0.04742139,0.01022838,0.003202241,0.002136198,0.003936927],"category_scores_gemma":[0.006102538,0.0007214143,0.0006067334,0.003842204,0.0130442,0.002987087,0.008460486,0.006874594,0.00046479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05354561,"about_ca_system_score_gemma":0.09957869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9622117,"about_ca_topic_score_gemma":0.9858496,"domain_scores_codex":[0.9967588,0.0006810095,0.00006149009,0.000253203,0.0006068773,0.001638783],"domain_scores_gemma":[0.9953923,0.0008311127,0.0003582764,0.00009199448,0.0009368911,0.00238942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002373014,0.00007282866,0.006402563,0.00003631665,0.00000310104,0.000443275,0.9868974,0.00002054936,0.0001994814,0.00084785,0.001496107,0.003556764],"study_design_scores_gemma":[0.00000146472,0.00001663413,0.003429366,0.00003858981,0.000002660354,0.00004679879,0.9910066,0.00001603138,0.00003226476,0.00002930924,0.005369385,0.00001092594],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837722,0.0005499368,0.0001429917,0.002106566,0.00007953733,0.00007597463,0.00009012047,0.0000087753,0.01317384],"genre_scores_gemma":[0.98797,0.001325823,0.0003177993,0.001265519,0.00002238969,0.00006204748,0.0001030908,0.00002196153,0.008911313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05354561,"threshold_uncertainty_score":0.3885024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660211202682747,"score_gpt":0.4003764651129708,"score_spread":0.3837743530861433,"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."}}