{"id":"W3112604085","doi":"10.47678/cjhe.vi0.188817","title":"Building Bridges to Better Bonds?: Differential On-Campus Participation between International and Domestic Students","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Internationalization; Bridging (networking); Ethnic group; Limiting; Public relations; Higher education; International education; Sociology; Political science; Business; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001719587,0.0002801864,0.0003741395,0.0008044377,0.002877062,0.005024667,0.0007341963,0.0007342926,0.004551246],"category_scores_gemma":[0.005010793,0.0002350123,0.0002108374,0.0008391333,0.002241476,0.002083151,0.004061486,0.001522638,0.000476944],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077775,"about_ca_system_score_gemma":0.001676396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01725945,"about_ca_topic_score_gemma":0.0358953,"domain_scores_codex":[0.9986123,0.000327912,0.00005590339,0.0001499819,0.0002621038,0.0005917266],"domain_scores_gemma":[0.9969674,0.0004786739,0.0005517663,0.0001454363,0.0003259646,0.001530776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001894557,0.0006197558,0.4473844,0.00007752813,0.00004395497,0.0003551767,0.4980243,0.0000282909,0.002184412,0.002401188,0.00139699,0.04729465],"study_design_scores_gemma":[0.000006117974,0.0001231307,0.2243398,0.00006207847,0.00001984679,0.0001510264,0.7708894,0.00007232427,0.0004647572,0.0003084098,0.003542762,0.00002037628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973078,0.00004152091,0.00004501137,0.0001167246,0.000007733317,0.000006619149,0.00001224225,0.000001315015,0.002460964],"genre_scores_gemma":[0.9990504,0.00005936091,0.00004031104,0.00007441856,0.000002688849,0.000008305859,0.00001610388,0.000002302238,0.0007459648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9989222,"threshold_uncertainty_score":0.03431797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732682004576589,"score_gpt":0.3691378718533397,"score_spread":0.3418110518075738,"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."}}