{"id":"W4402830798","doi":"10.29173/spectrum230","title":"What makes transitional housing in Manitoba unsafe for transgender people?","year":2024,"lang":"en","type":"article","venue":"Spectrum","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Regina","funders":"","keywords":"Transgender; Political science; Forensic engineering; Sociology; Gender studies; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529968,0.0001691257,0.0003164131,0.0003361589,0.0000846105,0.0002673082,0.00011846,0.0001092009,0.0003080237],"category_scores_gemma":[0.000002137779,0.0002039256,0.0001858358,0.0003334738,0.00003423456,0.0005552739,0.000007086472,0.0001595287,0.0002065816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535275,"about_ca_system_score_gemma":0.00003831896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003128696,"about_ca_topic_score_gemma":0.006829227,"domain_scores_codex":[0.9986581,0.000007401185,0.0004225495,0.0004655225,0.00003860158,0.0004078797],"domain_scores_gemma":[0.9996907,0.0000488168,0.00004756885,0.000159209,0.000006929549,0.00004677145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007108166,0.0001252344,0.002632916,0.0003112181,0.00006921857,0.00005755014,0.00744524,0.0003806537,0.0001033199,0.9832119,0.001381313,0.004210293],"study_design_scores_gemma":[0.002417973,0.0001959852,0.04782103,0.0004652234,0.00003165142,0.00006520749,0.001555421,0.01538821,0.001185268,0.3431722,0.586289,0.001412886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898978,0.01533065,0.04347315,0.013397,0.005824843,0.0007253724,0.0004509309,0.0002391547,0.02158093],"genre_scores_gemma":[0.9963132,0.001285342,0.0005615455,0.0003914305,0.0004801777,0.00004550672,0.00003837265,0.00005438611,0.0008300227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6400398,"threshold_uncertainty_score":0.8315844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558604563515836,"score_gpt":0.232933900716895,"score_spread":0.1973478550817367,"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."}}