{"id":"W4312197412","doi":"10.53581/jopv.2022.4.1.111","title":"Mental Health of International Students at Canadian Universities: A Call to Action","year":2022,"lang":"en","type":"article","venue":"Korea Association for Public Value","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Call to action; Mental health; Action (physics); Psychology; Medical education; Political science; Public relations; Medicine; Business; Psychiatry; Marketing; Physics","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":[0.01783505,0.001247458,0.002790615,0.002333332,0.02999876,0.01397988,0.008080232,0.03065168,0.02765489],"category_scores_gemma":[0.02950317,0.0009441584,0.003693023,0.002685152,0.01344344,0.008475043,0.01878371,0.04251614,0.002046817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06645936,"about_ca_system_score_gemma":0.4835457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9063365,"about_ca_topic_score_gemma":0.9586549,"domain_scores_codex":[0.979266,0.003297226,0.0007393561,0.0008595538,0.004208173,0.01162972],"domain_scores_gemma":[0.8294207,0.01088736,0.003967348,0.001401834,0.02511151,0.1292114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002844987,0.001348898,0.05196988,0.001552954,0.0002397822,0.001083974,0.02568329,0.0002083574,0.00093638,0.006935785,0.814029,0.09572715],"study_design_scores_gemma":[0.0003887254,0.0004548574,0.1929928,0.009757927,0.0005182301,0.0005393383,0.3288213,0.0004291713,0.0003503603,0.01012277,0.4548059,0.0008185318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01318515,0.006515828,0.0001707645,0.969057,0.005173708,0.00008853438,0.0002824235,0.00006059658,0.005465994],"genre_scores_gemma":[0.2728874,0.02184129,0.004009014,0.6792459,0.005565582,0.0006977407,0.0008721959,0.0001213765,0.01475951],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09366345,"threshold_uncertainty_score":0.4821987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317477226776367,"score_gpt":0.3953550382343565,"score_spread":0.3621802659665928,"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."}}