{"id":"W7024852297","doi":"","title":"Toronto Homeless Shelters Occupancy Levels & Transit Accessibility","year":2015,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupancy; Public transport; Economic shortage; Transit (satellite); Public housing; Extreme weather; Public health","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":[0.0003065144,0.0002402772,0.0002203419,0.001246716,0.002955782,0.002438689,0.0006117512,0.0002567571,0.02480263],"category_scores_gemma":[0.002154849,0.0002367526,0.0002990881,0.003673043,0.0007023806,0.0008694524,0.001578085,0.0005701312,0.002040662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01824365,"about_ca_system_score_gemma":0.01119646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9588287,"about_ca_topic_score_gemma":0.981566,"domain_scores_codex":[0.9993824,0.00006157579,0.00003482803,0.00006695395,0.0002994516,0.0001547349],"domain_scores_gemma":[0.9976102,0.000136256,0.0004218106,0.00009255732,0.0009695489,0.0007695414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001694833,0.0001004446,0.6171308,0.00138943,0.0001201196,0.0008074819,0.03858078,0.000639172,0.0007788061,0.003441155,0.2381529,0.09868945],"study_design_scores_gemma":[0.000006059547,0.00003563887,0.9318808,0.0002169946,0.00002685173,0.0001033676,0.0210328,0.0001339237,0.0001575941,0.00009184609,0.04628756,0.00002651446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7896364,0.004172691,0.0005232447,0.006422524,0.0002393259,0.0001510421,0.06372402,0.0002297807,0.1349009],"genre_scores_gemma":[0.9529868,0.00260582,0.0005544861,0.0004318183,0.00005909152,0.00008919586,0.008890449,0.00004203553,0.03434037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04117131,"threshold_uncertainty_score":0.1323676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363234983014354,"score_gpt":0.1885199637024933,"score_spread":0.1648876138723498,"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."}}