{"id":"W3171818499","doi":"10.23865/hu.v11.2344","title":"Virtual Internationalization – we did it our way","year":2021,"lang":"en","type":"article","venue":"Högre utbildning","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Mälardalens högskola; Mittuniversitetet; University of Waterloo","keywords":"Internationalization; Reflexivity; Dissemination; Knowledge management; Process (computing); Internationalization of Higher Education; Bureaucracy; Sociology; Higher education; Work (physics); Public relations; Engineering ethics; Pedagogy; Political science; Business; Engineering; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007686407,0.0007703057,0.0004662524,0.0008995703,0.01431033,0.01730299,0.001778015,0.003649361,0.006401415],"category_scores_gemma":[0.01227707,0.0003091266,0.0005707494,0.0006661513,0.03775346,0.02267344,0.02175304,0.008623795,0.001295889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002936813,"about_ca_system_score_gemma":0.006165546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003014107,"about_ca_topic_score_gemma":0.002396401,"domain_scores_codex":[0.9876682,0.008548203,0.0002483428,0.0009075382,0.001171798,0.00145596],"domain_scores_gemma":[0.9935202,0.001459845,0.0007433199,0.000958184,0.0007084651,0.002609918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002898909,0.00009804135,0.003388191,0.000198226,0.00002633478,0.0006633882,0.3502674,0.0003489607,0.0007783209,0.5788011,0.01674778,0.04865336],"study_design_scores_gemma":[0.00001136689,0.00009262645,0.0009625989,0.0004458507,0.0000137286,0.0009397944,0.3711661,0.0003656062,0.0006608635,0.1241099,0.5011609,0.00007072813],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2759196,0.00560189,0.07259981,0.1523581,0.005673291,0.0002689458,0.00006273721,0.0004609077,0.4870548],"genre_scores_gemma":[0.9585723,0.001018115,0.00746687,0.005705206,0.0002325935,0.0001033205,0.00002684141,0.0001496344,0.02672522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01730299,"threshold_uncertainty_score":0.04065007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049550181638649,"score_gpt":0.360085118754726,"score_spread":0.3095896169383395,"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."}}