{"id":"W4287698295","doi":"10.55016/ojs/sppp.v13i1.71030","title":"Social Policy Trends: Emergency Homeless Shelter Beds and the Cost of Housing in 50 Canadian Cities","year":2020,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Public housing; Urban policy; Business; Geography; Economic growth; Socioeconomics; Urban planning; Sociology; Economics; Civil engineering; Engineering","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":[0.0007106294,0.0003002655,0.0002684875,0.004060996,0.003149178,0.002716206,0.00158399,0.001132311,0.005973584],"category_scores_gemma":[0.00353875,0.0003372531,0.0005655896,0.01052418,0.001257343,0.001030746,0.001146627,0.001402992,0.0004121562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06289363,"about_ca_system_score_gemma":0.06795067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977043,"about_ca_topic_score_gemma":0.9988015,"domain_scores_codex":[0.9985348,0.00008347207,0.00008336308,0.00008275158,0.0005573058,0.0006582891],"domain_scores_gemma":[0.9958896,0.0002472127,0.0008711758,0.00006657827,0.001895647,0.001029902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001481093,0.000134272,0.9201475,0.0002435249,0.00008774064,0.0001916516,0.002966544,0.001065892,0.0002163944,0.003173708,0.04420906,0.02741554],"study_design_scores_gemma":[0.000006946905,0.00001424015,0.986553,0.00007264415,0.00002103232,0.00003054007,0.00471246,0.0005123514,0.00005061344,0.00008812597,0.007918946,0.00001911606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099002,0.004354665,0.0001489392,0.02617112,0.0001382653,0.00006540851,0.03035776,0.00006120092,0.02880251],"genre_scores_gemma":[0.9844623,0.003142275,0.0001545548,0.001211131,0.00007010797,0.00002473997,0.004855404,0.00001629115,0.006063195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06289363,"threshold_uncertainty_score":0.4563274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092275080946226,"score_gpt":0.4238434091412447,"score_spread":0.3146159010466221,"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."}}