{"id":"W4385188270","doi":"10.1146/annurev-criminol-022422-020934","title":"Homelessness, Offending, Victimization, and Criminal Legal System Contact","year":2023,"lang":"en","type":"article","venue":"Annual Review of Criminology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criminology; Criminal behavior; Psychology; Criminal behaviour; Political science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008718322,0.0001840349,0.00117941,0.0001299658,0.0004208855,0.000005204598,0.0001958625,0.0002308903,0.0001779448],"category_scores_gemma":[0.000411554,0.0001563158,0.00008486915,0.0002607972,0.0001185793,0.0001765641,0.0001713,0.0002964512,0.0002230741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005328996,"about_ca_system_score_gemma":0.0001962762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005486496,"about_ca_topic_score_gemma":0.0001828786,"domain_scores_codex":[0.9974971,0.0006539017,0.0008154254,0.000283284,0.0002079721,0.0005423061],"domain_scores_gemma":[0.9982981,0.0004319015,0.0004039301,0.0002557072,0.0005048966,0.0001054692],"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":[0.00006289545,0.0000543326,0.02487058,0.138656,0.0001315669,0.00009662389,0.03742475,0.000001761055,0.00005250303,0.7668061,0.006740434,0.02510249],"study_design_scores_gemma":[0.001831478,0.0005795935,0.2047925,0.03777331,0.0009128957,0.00001327888,0.4654194,0.00008001135,0.00008861053,0.00125206,0.286414,0.0008428176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920296,0.05978951,0.0001845848,0.001153248,0.001740246,0.001292496,0.0001436064,0.0004352153,0.01496512],"genre_scores_gemma":[0.9392467,0.05953068,0.00005125798,0.0003764094,0.0002521806,0.0001277513,0.00007320136,0.00002729639,0.000314528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.765554,"threshold_uncertainty_score":0.6374372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06942001023975326,"score_gpt":0.4121065738890963,"score_spread":0.342686563649343,"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."}}