{"id":"W3124954008","doi":"10.2139/ssrn.3761992","title":"Prison Rehabilitation Programs: Efficiency and Targeting","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Montréal; Center for Interuniversity Research and Analysis on Organizations; Université du Québec; University of Toronto","funders":"Ministry of Public Security of the People's Republic of China","keywords":"Prison; Rehabilitation; Physical medicine and rehabilitation; Psychology; Medicine; Criminology; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01583715,0.000801642,0.002517936,0.001614452,0.00137246,0.003549807,0.002281091,0.002204512,0.01167514],"category_scores_gemma":[0.08722246,0.0007841027,0.001112308,0.00202131,0.001657508,0.005199034,0.00257272,0.002418288,0.0007273583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002567386,"about_ca_system_score_gemma":0.005829907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0065227,"about_ca_topic_score_gemma":0.007073076,"domain_scores_codex":[0.9857445,0.01134018,0.0003757211,0.0008647797,0.001052007,0.00062287],"domain_scores_gemma":[0.8999201,0.08643696,0.004263804,0.006020817,0.00260098,0.0007573029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001269522,0.001390185,0.0246321,0.0006068455,0.0004989512,0.0001795314,0.001486686,0.1330692,0.0008011615,0.5286739,0.008526145,0.2988658],"study_design_scores_gemma":[0.0002602125,0.0003339444,0.006210248,0.0001314021,0.000320752,0.0001108787,0.0008255169,0.3590367,0.001012055,0.6280712,0.003660276,0.0000268079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1672491,0.001602155,0.7809917,0.00779783,0.0001168705,0.0007013928,0.0006331708,0.0007349184,0.04017279],"genre_scores_gemma":[0.9273316,0.0006144237,0.06024428,0.0002900295,0.0000878009,0.0003585496,0.0002127963,0.0001134289,0.01074707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01583715,"threshold_uncertainty_score":0.08375585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04727063454987291,"score_gpt":0.3631881595415629,"score_spread":0.31591752499169,"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."}}