{"id":"W4394990569","doi":"10.61186/johepal.5.1.8","title":"Racialized International Students and Their Experiences in a Canadian University During COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"Journal of Higher Education Policy And Leadership Studies","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Political science; History; Virology; Medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005460971,0.00007096893,0.0001204632,0.0005173952,0.0003019431,0.0001060419,0.0001682662,0.00004514092,0.00004989136],"category_scores_gemma":[0.0002451345,0.00005874791,0.00003321852,0.0001764065,0.0002113844,0.0003019466,0.00002686639,0.0001169954,0.000001075287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009091084,"about_ca_system_score_gemma":0.001041673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06651121,"about_ca_topic_score_gemma":0.123085,"domain_scores_codex":[0.9992604,0.0001201561,0.0001532783,0.0001004333,0.0002014701,0.0001642103],"domain_scores_gemma":[0.9994386,0.0001932659,0.00006932135,0.00002125476,0.00008936069,0.0001881723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004028393,0.00002757581,0.09204448,0.00003679096,0.0001271567,0.00001140829,0.8943901,0.000001004467,0.000007523773,0.01199048,0.0006768479,0.0006463124],"study_design_scores_gemma":[0.0002334326,0.00001246747,0.03533217,0.00007569615,0.000007449068,0.000008673304,0.7612658,3.071423e-7,0.00000196514,0.001333981,0.2016689,0.00005912761],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177318,0.02050509,3.990019e-7,0.05983783,0.001070319,0.00005353128,0.000002140746,0.000008085123,0.0007907816],"genre_scores_gemma":[0.9833724,0.01017542,0.000005010168,0.0005973142,0.00101053,0.000001726826,4.812831e-7,0.000002592457,0.00483456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.200992,"threshold_uncertainty_score":0.939705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2306189430801021,"score_gpt":0.4626809665571173,"score_spread":0.2320620234770153,"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."}}