{"id":"W4416041768","doi":"10.55016/ojs/sppp.v17i1.78820","title":"Social Policy Trends: Homeless Shelter Use in Toronto","year":2024,"lang":"","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":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Social policy; Public policy; Government (linguistics); Field (mathematics); Poverty","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":[0.0004556702,0.0002399114,0.0002347035,0.002535558,0.002818244,0.00258703,0.0009038885,0.001006028,0.01216908],"category_scores_gemma":[0.002241089,0.0002728894,0.000339426,0.006986678,0.001104538,0.001108735,0.001961703,0.001310408,0.0006227523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03420996,"about_ca_system_score_gemma":0.03767651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796823,"about_ca_topic_score_gemma":0.9921048,"domain_scores_codex":[0.9992495,0.00005891137,0.00008109473,0.000054656,0.00020669,0.0003491164],"domain_scores_gemma":[0.9958759,0.0002333866,0.0009871824,0.00006631893,0.0009813281,0.001856005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002537854,0.0001234315,0.8469626,0.00107563,0.00007215714,0.0007162116,0.03040036,0.0005721016,0.0007259416,0.005952539,0.0722694,0.04087584],"study_design_scores_gemma":[0.000007063054,0.00002617689,0.9607455,0.0001165532,0.00001249065,0.00005326546,0.02119571,0.0001559623,0.00007932256,0.00006221652,0.01753381,0.00001203751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9045313,0.006261956,0.0001117482,0.03621874,0.0002285148,0.00006356031,0.02534174,0.00007002231,0.02717244],"genre_scores_gemma":[0.9715768,0.005877279,0.0001248106,0.001092978,0.0001159951,0.00004327658,0.004136421,0.00001707561,0.01701539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03420996,"threshold_uncertainty_score":0.2482117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269087507638115,"score_gpt":0.4649895054242593,"score_spread":0.3380807546604478,"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."}}