{"id":"W4402597381","doi":"10.5206/ijoh.2023.3.16825","title":"Shifting Hearts and Minds: Practical Communications Strategies for Addressing Homelessness in Mid-Size Cities","year":2024,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Criminology; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001627413,0.0002955,0.0006925769,0.000509578,0.0009200203,0.0008870853,0.0006204931,0.0002984833,0.0001626852],"category_scores_gemma":[0.0006005917,0.0002624247,0.0001403921,0.0003101766,0.0002310434,0.001139927,0.000257324,0.001526957,0.00002952085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088372,"about_ca_system_score_gemma":0.0009147461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002389743,"about_ca_topic_score_gemma":0.003503842,"domain_scores_codex":[0.9967872,0.0005967261,0.0009962681,0.0003830254,0.0006378872,0.0005988824],"domain_scores_gemma":[0.9931927,0.005417362,0.0003007909,0.0002791728,0.0006235811,0.0001863668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009862751,0.0006913776,0.05970123,0.001609844,0.0006553303,0.0008436309,0.2763836,0.0001401205,0.0006417995,0.5166089,0.0003087519,0.1414291],"study_design_scores_gemma":[0.003575428,0.0002145264,0.04131141,0.008531115,0.0000917913,0.00004581512,0.8327063,0.002691631,0.0001705159,0.06741287,0.04229043,0.0009581574],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826995,0.002721342,0.001626845,0.00598585,0.003598901,0.0005675629,0.0001045596,0.000123313,0.002572172],"genre_scores_gemma":[0.995323,0.001497819,0.001001685,0.0002025452,0.001419025,0.0002681735,0.00003274053,0.00006958879,0.0001854187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5563227,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464815462536763,"score_gpt":0.4937338823234298,"score_spread":0.3472523360697535,"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."}}