{"id":"W7119473753","doi":"10.5281/zenodo.17972582","title":"Limits to Stepped Care 2.0 for LGBTQ+ Students at a Major University in Ontario, Canada","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Context (archaeology); Health care; Qualitative research; Ethnography; Focus group; Scarcity; Institution","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":[0.003770741,0.0002536652,0.0003571815,0.0004602567,0.02624361,0.006732367,0.002377852,0.001636668,0.004940533],"category_scores_gemma":[0.006195012,0.0003405085,0.0003217842,0.001089631,0.01415454,0.002034573,0.005650853,0.002884527,0.0003296596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1007711,"about_ca_system_score_gemma":0.2005566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.958646,"about_ca_topic_score_gemma":0.988581,"domain_scores_codex":[0.9946832,0.001916615,0.0001271445,0.0003450669,0.0009217286,0.002006298],"domain_scores_gemma":[0.9898205,0.001587752,0.0006106055,0.0003104106,0.001715578,0.005955171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008829252,0.0001528818,0.04344854,0.000274542,0.00001066282,0.001312879,0.8953041,0.0001875443,0.001425019,0.01421061,0.01374569,0.02983925],"study_design_scores_gemma":[0.000005784644,0.00006253777,0.01855233,0.0002805481,0.000006733177,0.0001445301,0.9253905,0.0001577788,0.0002052724,0.0008611273,0.05429763,0.00003524102],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951067,0.001155569,0.0007765309,0.02588342,0.0001222325,0.0001447944,0.0001435188,0.00002475787,0.02068215],"genre_scores_gemma":[0.9882486,0.0008124029,0.0005981008,0.00305661,0.00001071794,0.00006465035,0.00004397856,0.00001855957,0.007146386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007711,"threshold_uncertainty_score":0.7311488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304782956048593,"score_gpt":0.3007308518904052,"score_spread":0.2676830223299193,"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."}}