{"id":"W2743861850","doi":"10.36939/cjur/vol26no1/art64","title":"A Profile of Families in the Emergency Family Homeless Shelter System in Ottawa, Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Canadian journal of urban research","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; Immigration; Substance abuse; Refugee; Psychology; Gerontology; Psychiatry; Medicine; Geography","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":[0.005560451,0.0001140779,0.0005873494,0.0005457551,0.001030532,0.00003958407,0.001314118,0.000155327,0.0003764097],"category_scores_gemma":[0.0005217808,0.000082839,0.00006267151,0.0003159404,0.0001756297,0.0001650468,0.00004872727,0.001754119,0.000008520061],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002219176,"about_ca_system_score_gemma":0.02360975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999431,"about_ca_topic_score_gemma":0.9999903,"domain_scores_codex":[0.9959333,0.0014198,0.0008922675,0.000139121,0.000741331,0.0008741736],"domain_scores_gemma":[0.9976327,0.0003428627,0.000360986,0.0004714882,0.0007970883,0.0003948098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002406122,0.00001334914,0.9362692,0.0003463595,0.000014256,0.0005033831,0.05057109,0.000002107632,0.00002052145,0.001956559,0.009846955,0.0004321026],"study_design_scores_gemma":[0.000397825,0.00004514037,0.7660062,0.0006745483,0.000002947211,6.547633e-7,0.222113,0.000005756915,0.000006669528,0.00007594747,0.01060482,0.00006643718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713626,0.001116012,6.175025e-7,0.0004287757,0.0007475142,0.0004821661,0.0000465232,0.000001023796,0.02581479],"genre_scores_gemma":[0.9985144,0.00005235511,0.000007747284,0.000016204,0.0002136706,0.00004179167,0.000002141306,0.00001578309,0.001135901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715419,"threshold_uncertainty_score":0.9819255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132516997687445,"score_gpt":0.4143818132648769,"score_spread":0.3011301134961323,"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."}}