{"id":"W7055140801","doi":"","title":"Building Mental Health Support in Ontario Colleges and Universities for International Students: Breaking Down Barriers to Wellness","year":2024,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Realm; Qualitative research; Interpersonal communication; Global mental health","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":[0.001906176,0.0002947958,0.0002553439,0.001002143,0.01139434,0.004971106,0.001367586,0.0006353044,0.005134762],"category_scores_gemma":[0.00531192,0.0002444987,0.0002939577,0.001474218,0.003468533,0.001639414,0.007375897,0.0009963143,0.0002585141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0287483,"about_ca_system_score_gemma":0.107098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7213027,"about_ca_topic_score_gemma":0.9043655,"domain_scores_codex":[0.9981393,0.0003540523,0.00004273817,0.0001058611,0.0005191801,0.0008389794],"domain_scores_gemma":[0.9959128,0.0002913114,0.0003849446,0.0001280001,0.0005103629,0.002772561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002421621,0.000766724,0.3336764,0.0007551973,0.00003903903,0.0009871377,0.2756049,0.0002850308,0.003626419,0.008492569,0.02334801,0.3521765],"study_design_scores_gemma":[0.000053988,0.0004115058,0.4045741,0.0007794395,0.00005495043,0.0001807165,0.4527516,0.0003390605,0.0008693857,0.001738286,0.1381809,0.00006610491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9411013,0.001194742,0.000858997,0.01526123,0.0001206148,0.0003491984,0.0001069018,0.00004530213,0.04096176],"genre_scores_gemma":[0.9917393,0.0009182077,0.0009741783,0.0008470337,0.0000150568,0.000110629,0.00004931933,0.000008674881,0.005337744],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2786973,"threshold_uncertainty_score":0.5606772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006392607088495695,"score_gpt":0.2393707112546675,"score_spread":0.2329781041661718,"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."}}