{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004577202,0.0001294127,0.0001365145,0.0006422113,0.002278998,0.00206825,0.0004387462,0.0005725954,0.002782555],"category_scores_gemma":[0.001847958,0.0001333696,0.0001759842,0.001369601,0.00195821,0.0008366426,0.00111572,0.0007921812,0.0001148863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211595,"about_ca_system_score_gemma":0.01084339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8364178,"about_ca_topic_score_gemma":0.9040372,"domain_scores_codex":[0.999694,0.00008259631,0.000007832896,0.00001757821,0.00003804011,0.0001600004],"domain_scores_gemma":[0.9992477,0.0001569885,0.000180495,0.00001298364,0.000147276,0.0002547007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006203476,0.0002487845,0.8963215,0.00022214,0.00005864489,0.001462542,0.02008282,0.001564583,0.000536374,0.02953883,0.007437278,0.04246443],"study_design_scores_gemma":[0.00001536239,0.00005950705,0.8040217,0.0005269728,0.0000566212,0.0002314384,0.1647526,0.002627183,0.0002670983,0.008630645,0.01877535,0.00003549585],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702379,0.001441314,0.0003009688,0.0203549,0.00003783242,0.00002169384,0.0002888195,0.000004848016,0.007311749],"genre_scores_gemma":[0.9964893,0.001701268,0.0001495334,0.0005564642,0.00001881087,0.000008934391,0.00007068282,0.000001764175,0.001003332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1635822,"threshold_uncertainty_score":0.3290911,"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."}}