{"id":"W1504057421","doi":"","title":"Homeless Shelter Occupancy in Toronto","year":2014,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupancy; Geography; Engineering; Architectural engineering","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":[0.0002793369,0.0001312742,0.0001630205,0.0008486746,0.00328578,0.001110538,0.0005392915,0.0002542407,0.003483259],"category_scores_gemma":[0.001135853,0.0001756491,0.0001598214,0.001907591,0.00121855,0.0003845002,0.001456798,0.0004423755,0.0001585485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01620588,"about_ca_system_score_gemma":0.01159259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9661095,"about_ca_topic_score_gemma":0.9886802,"domain_scores_codex":[0.9996436,0.00006301065,0.00002009782,0.00002581359,0.0001290721,0.0001183735],"domain_scores_gemma":[0.9992569,0.00006677365,0.0001320687,0.00002426995,0.0002069568,0.0003129954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001836981,0.00009533414,0.7887238,0.0006483679,0.00007214064,0.00392974,0.1324715,0.001305711,0.001906366,0.004451239,0.01424421,0.05196784],"study_design_scores_gemma":[0.000006062636,0.00007061084,0.8978914,0.000145826,0.00002468699,0.0003103522,0.08637044,0.0004240656,0.0002011345,0.0001452781,0.01438913,0.00002107386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897363,0.0006225265,0.0001288461,0.0009466288,0.00001913939,0.0000247167,0.0007079277,0.00001701231,0.00779693],"genre_scores_gemma":[0.9970362,0.0004368878,0.0001137397,0.00005235324,0.000004126589,0.000009376238,0.0001747901,0.000002791298,0.002169638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03389049,"threshold_uncertainty_score":0.1175825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885752155861681,"score_gpt":0.259602973160548,"score_spread":0.2407454516019312,"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."}}