{"id":"W7037874846","doi":"","title":"FOREIGN STUDENTS IN CANADA: THE IMMIGRATION EXPERIENCE FROM START TO FINISH","year":2010,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Government (linguistics); Order (exchange); Work (physics); Foreign policy; Foreign language; Work 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":[0.002025346,0.0006316129,0.0008009784,0.001425212,0.05477725,0.01310785,0.002344656,0.002491232,0.009651202],"category_scores_gemma":[0.004746876,0.0006493906,0.0005257837,0.003066309,0.008544702,0.002676843,0.009305013,0.007095437,0.00155918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04351965,"about_ca_system_score_gemma":0.08889744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9579914,"about_ca_topic_score_gemma":0.9872044,"domain_scores_codex":[0.9961223,0.0004781655,0.00006430957,0.0002137836,0.0009843489,0.002137071],"domain_scores_gemma":[0.9924245,0.0003813308,0.000291143,0.000100893,0.001445005,0.005357098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001023319,0.0001769672,0.03023463,0.0001064873,0.0000106824,0.0028043,0.9102777,0.00007807967,0.0005537092,0.0028803,0.02890183,0.02387302],"study_design_scores_gemma":[0.000003320862,0.00004718179,0.01038671,0.00007310692,0.000005160235,0.0002379321,0.9319618,0.00002906487,0.00008849507,0.00007916874,0.05705821,0.00002985019],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338218,0.001973405,0.0002132914,0.01382354,0.0007617688,0.00009928002,0.0003095058,0.0000840819,0.04891338],"genre_scores_gemma":[0.9349838,0.00249924,0.0002659923,0.004152282,0.00008734392,0.00004321372,0.0002544427,0.00008922807,0.05762452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05477725,"threshold_uncertainty_score":0.3157586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007468242016669653,"score_gpt":0.2211912013734054,"score_spread":0.2137229593567357,"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."}}