{"id":"W1981298740","doi":"10.2975/31.2.2007.115.124","title":"A participatory benchmarking strategy for describing and improving supportive housing.","year":2007,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"City of Toronto","keywords":"Supportive housing; Benchmarking; Citizen journalism; Service delivery framework; Business; Process management; Housing First; Participatory planning; Mental health; Participatory action research; Service (business); Nursing; Knowledge management; Psychology; Medicine; Environmental planning; Sociology; Political science; Computer science; Mental illness; Marketing; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1370109,0.0009387647,0.0005489528,0.005121872,0.01045645,0.005859355,0.003174614,0.00148064,0.004427312],"category_scores_gemma":[0.06938788,0.0004873851,0.0006416469,0.005375428,0.005689459,0.005263967,0.01219737,0.002208145,0.0007030935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01094413,"about_ca_system_score_gemma":0.05014176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368827,"about_ca_topic_score_gemma":0.03113608,"domain_scores_codex":[0.8233415,0.1537551,0.003291329,0.00382323,0.01328201,0.002506752],"domain_scores_gemma":[0.9522309,0.02160237,0.003984975,0.007117644,0.01109819,0.003965899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000147235,0.0007049053,0.009094127,0.002286898,0.0001209532,0.000723692,0.2118338,0.003793504,0.003774107,0.1152852,0.04536444,0.6068711],"study_design_scores_gemma":[0.0002329685,0.001126079,0.01347824,0.003710675,0.0001046584,0.0009507344,0.2198817,0.00598358,0.005616479,0.1076029,0.6410993,0.0002127259],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07167888,0.002999972,0.7111875,0.03348127,0.0009535031,0.02758771,0.0008077826,0.0008862459,0.1504171],"genre_scores_gemma":[0.4229844,0.001167695,0.5443627,0.001987201,0.00007519063,0.01508505,0.0005202867,0.0001672634,0.0136502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1370109,"threshold_uncertainty_score":0.7245917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008312278174691,"score_gpt":0.4339816139874341,"score_spread":0.333150386169965,"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."}}