{"id":"W4231300084","doi":"10.47678/cjhe.v47i3.187957","title":"Understanding Campus Culture and Student Coping Strategies for Mental Health Issues in Five Canadian Colleges and Universities","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen's University; McMaster University","funders":"Health Canada; Queen's University; Mental Health Commission","keywords":"Mental health; Coping (psychology); Psychology; Stigma (botany); Medical education; Nursing; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003065219,0.0003049102,0.0003764354,0.001810474,0.01304585,0.004192251,0.001239708,0.0007257765,0.002398649],"category_scores_gemma":[0.005353047,0.0003162454,0.0003454934,0.00260789,0.003560634,0.001160494,0.003459897,0.0014244,0.0001174925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04125642,"about_ca_system_score_gemma":0.05970044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9499723,"about_ca_topic_score_gemma":0.9829252,"domain_scores_codex":[0.9976615,0.0004285659,0.00007735576,0.0001393408,0.0005507116,0.001142589],"domain_scores_gemma":[0.9955456,0.0007812449,0.0004876936,0.00009742891,0.001081631,0.002006451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001033337,0.0002615848,0.3880869,0.000135739,0.00002461116,0.0003372815,0.5592335,0.0001734712,0.001091907,0.001840064,0.002302627,0.04640896],"study_design_scores_gemma":[0.000003512397,0.00004628238,0.1859396,0.0001013445,0.00001011118,0.00003956662,0.8070661,0.0001905126,0.0001774586,0.000156421,0.006236266,0.00003283017],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965384,0.0002051254,0.00009015569,0.0005647683,0.00001200421,0.00002487649,0.00003086834,0.000003661288,0.002530151],"genre_scores_gemma":[0.9982905,0.0002779611,0.0001585091,0.0001900983,0.000002582246,0.00001421326,0.00003138215,0.00000237505,0.001032394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05002767,"threshold_uncertainty_score":0.2993377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09295505568479012,"score_gpt":0.443904970741794,"score_spread":0.3509499150570038,"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."}}