{"id":"W6991103834","doi":"","title":"Exclusionary Structures: A Multi-Method Analysis of Structural Barriers Against University Students with Mental Health Challenges","year":2023,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stigma (botany); Mental illness; Interpersonal communication; Citizen journalism; Middle Eastern Mental Health Issues & Syndromes; Participatory action research","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":[0.04315851,0.001028948,0.001947812,0.004952773,0.006905777,0.004909096,0.002168139,0.001852967,0.003696109],"category_scores_gemma":[0.06832501,0.001567365,0.003321389,0.004598124,0.003885776,0.00387952,0.006530717,0.002830962,0.0003034463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006901576,"about_ca_system_score_gemma":0.01106784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02701523,"about_ca_topic_score_gemma":0.05648034,"domain_scores_codex":[0.9665663,0.02303352,0.002258979,0.002461253,0.003576274,0.002103654],"domain_scores_gemma":[0.9396124,0.0433775,0.006348653,0.003102966,0.006500242,0.001058308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001652252,0.003499325,0.2454689,0.002156825,0.000983729,0.0004147174,0.6466764,0.0005251711,0.002973062,0.004002463,0.001233973,0.09041326],"study_design_scores_gemma":[0.000487086,0.005631511,0.3334465,0.001467182,0.001044412,0.0002176168,0.6409715,0.005338566,0.00175405,0.002711604,0.006725637,0.0002043038],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815972,0.0003361616,0.007593025,0.0002215827,0.00003555285,0.008265009,0.0002150425,0.00001810734,0.001718242],"genre_scores_gemma":[0.9398319,0.0003658274,0.03607404,0.0002895753,0.00002604855,0.02136653,0.0003019728,0.00003431055,0.001709757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04315851,"threshold_uncertainty_score":0.2282467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423393516742968,"score_gpt":0.394591768865109,"score_spread":0.3503578336976793,"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."}}