{"id":"W6908021510","doi":"10.25384/sage.c.4560575.v1","title":"Recovery education for people experiencing housing instability: An evaluation protocol","year":2019,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Focus group; Intervention (counseling); Mental health; Population; Quality of life (healthcare); Service provider; Protocol (science); Supportive housing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00697059,0.0004842737,0.0006739522,0.0008025649,0.0001992889,0.0006171963,0.001521132,0.0004132272,0.01127433],"category_scores_gemma":[0.001991625,0.0004785128,0.00011036,0.0004656253,0.00003674282,0.002440473,0.0004046579,0.0004385725,0.0005836425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009273928,"about_ca_system_score_gemma":0.004277571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006802574,"about_ca_topic_score_gemma":0.004070344,"domain_scores_codex":[0.9954341,0.0007916971,0.000833859,0.001180707,0.00125738,0.0005022315],"domain_scores_gemma":[0.9931279,0.0001159982,0.001937191,0.004210987,0.0004118808,0.0001960106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001391318,0.0004883265,0.0003758341,0.0005514065,0.00009531299,3.997808e-7,0.0009159617,0.00002683618,0.001737577,7.62797e-7,0.4059623,0.5897061],"study_design_scores_gemma":[0.002436713,0.0002408354,0.0005341397,0.01236944,0.0004118054,0.00003446877,0.003250353,0.005319904,0.0001896837,0.0005377529,0.9735894,0.001085553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001150293,0.007996828,0.01115144,0.0001519031,0.004243457,0.8094827,0.02020667,0.000794502,0.1448222],"genre_scores_gemma":[0.0008967435,0.0007456123,0.05298961,0.0005461077,0.01463141,0.7783009,0.02067444,0.01011547,0.1210997],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5886205,"threshold_uncertainty_score":0.9997666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436231963291647,"score_gpt":0.4405645281125891,"score_spread":0.2969413317834244,"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."}}