{"id":"W3039989694","doi":"10.3138/cpp.2020-059","title":"Homeless Shelter Flows in Calgary and the Potential Impact of COVID-19","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Social distance; Pandemic; Coronavirus disease 2019 (COVID-19); Isolation (microbiology); Social isolation; Population; Geography; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Psychology; Medicine; Disease; Sociology; Infectious disease (medical specialty)","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":[0.0004734097,0.0001260348,0.000479048,0.0002995853,0.0004004206,0.00002890061,0.0002646261,0.000187228,0.0005911448],"category_scores_gemma":[0.001100303,0.00008825019,0.00008911703,0.0006408492,0.0002061878,0.0001177562,0.00007599871,0.0003936997,0.00002565468],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344932,"about_ca_system_score_gemma":0.01287521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9267249,"about_ca_topic_score_gemma":0.9093316,"domain_scores_codex":[0.9981458,0.0005424836,0.0003393297,0.0001789143,0.000122187,0.0006713144],"domain_scores_gemma":[0.9978443,0.0001737925,0.00009051631,0.0001810485,0.00006675372,0.001643531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000253364,0.00004270727,0.3740209,0.0007561863,0.0001952683,0.0001445574,0.3103338,0.0000436631,0.00005662364,0.2732035,0.007036373,0.03391305],"study_design_scores_gemma":[0.01609701,0.0001894138,0.7287295,0.0001089892,0.00005479853,0.00000308626,0.136565,0.007177954,0.000002892208,0.01406117,0.0960673,0.000942823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935555,0.0003929945,0.00003066381,0.05964334,0.00008607391,0.0004844357,0.0001812767,0.00002073261,0.003605499],"genre_scores_gemma":[0.992291,0.0001121032,0.00000591746,0.006887472,0.000539905,0.00005221242,0.00002222979,0.00001916973,0.00007002513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3547086,"threshold_uncertainty_score":0.9927208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320220607893041,"score_gpt":0.4011417388166544,"score_spread":0.347939532737724,"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."}}