{"id":"W4292512786","doi":"10.32674/jis.v12is2.4315","title":"International Student Challenges Further Amplified in the Era of a Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of International Students","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Pandemic; Coping (psychology); Government (linguistics); International education; Political science; Coronavirus disease 2019 (COVID-19); Study abroad; Public relations; Higher education; Adaptation (eye); Sociology; Economic growth; Pedagogy; Psychology; Medicine; Infectious disease (medical specialty); Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006205902,0.0007438996,0.0009789896,0.0006392965,0.01810724,0.01929525,0.001715547,0.00568681,0.00794538],"category_scores_gemma":[0.007480599,0.0004014547,0.0009481338,0.0008993007,0.008998597,0.007422492,0.02300961,0.01096054,0.001224647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877005,"about_ca_system_score_gemma":0.008390608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336721,"about_ca_topic_score_gemma":0.006051754,"domain_scores_codex":[0.9936565,0.00322651,0.0001667849,0.0003200204,0.0007141843,0.001916038],"domain_scores_gemma":[0.9938865,0.0008257861,0.0006376189,0.000200809,0.0006148367,0.003834413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000956286,0.0003644619,0.02738576,0.0003932733,0.00005426428,0.006148469,0.8624689,0.0002705246,0.001768546,0.02481793,0.0389549,0.03727741],"study_design_scores_gemma":[0.000007643265,0.0001019714,0.004640847,0.0001762453,0.00001181784,0.001103808,0.9089047,0.00008885367,0.0001557085,0.003650399,0.08112387,0.00003416932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8362091,0.003098577,0.001773435,0.09533014,0.002667556,0.0001348092,0.0001163054,0.0000791786,0.06059092],"genre_scores_gemma":[0.9707992,0.002534588,0.00104389,0.009314192,0.0006445418,0.00008654052,0.0000645554,0.00004201867,0.01547057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929525,"threshold_uncertainty_score":0.03282034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08546089585697153,"score_gpt":0.4390152318103613,"score_spread":0.3535543359533898,"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."}}