{"id":"W2588880296","doi":"","title":"Border Crossings: How Academic, Social and Cultural Experiences Converge to Shape the International Education of German and Canadian Students on the Ontario-Baden-Wuerttemberg Exchange Program","year":2015,"lang":"en","type":"dissertation","venue":"YorkSpace (York University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Study abroad; Institution; Pedagogy; Higher education; Psychology; Mathematics education; Sociology; Political science; Social science; Geography","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":[0.002269623,0.0004901044,0.0004061104,0.001209425,0.02455238,0.009765949,0.001665109,0.001011304,0.004187351],"category_scores_gemma":[0.003265669,0.0003041075,0.0003407588,0.001645406,0.01126077,0.002789433,0.009086497,0.002725469,0.000218919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02912133,"about_ca_system_score_gemma":0.04633092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8931487,"about_ca_topic_score_gemma":0.9583971,"domain_scores_codex":[0.9978722,0.0004539802,0.0000259981,0.0001702528,0.0003493364,0.001128055],"domain_scores_gemma":[0.9982277,0.0002105111,0.0001609481,0.00005221673,0.0002730607,0.001075567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004178751,0.00005354315,0.01995601,0.00002178623,0.000007363746,0.0004306825,0.9677586,0.00004887603,0.000388934,0.002518638,0.001365497,0.007408349],"study_design_scores_gemma":[0.000001584373,0.00001251298,0.01258883,0.00002420221,0.000003115586,0.00003603293,0.9819403,0.00002102598,0.00005328406,0.0001176803,0.005191381,0.00001009644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871261,0.0001520927,0.0001011306,0.0008105586,0.00002568597,0.00002257963,0.00003187702,0.000005132355,0.01172494],"genre_scores_gemma":[0.9958304,0.000176549,0.00009451593,0.0001302325,0.000002823514,0.00001025229,0.00003450936,0.000009388067,0.003711273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1068513,"threshold_uncertainty_score":0.2149611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05161299592824248,"score_gpt":0.380843789119854,"score_spread":0.3292307931916115,"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."}}