{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001774195,0.0001170331,0.0001626998,0.00005390791,0.0001571881,0.00005703409,0.0000938929,0.0000658639,0.00001229645],"category_scores_gemma":[0.001798521,0.0001047159,0.00005436853,0.0001885426,0.00005616383,0.0002110913,0.00004266215,0.001043853,0.000002576389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004363324,"about_ca_system_score_gemma":0.00069917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003149001,"about_ca_topic_score_gemma":0.00006509206,"domain_scores_codex":[0.9980726,0.0001173382,0.0003010482,0.0001919462,0.0002043135,0.001112734],"domain_scores_gemma":[0.999171,0.0002756529,0.0001612971,0.0001356589,0.0002033174,0.0000531368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001123906,0.0001508144,0.001996704,0.00003953203,0.00002936256,0.00000574311,0.0006199651,0.000002394283,0.003572977,0.9193558,0.00007785232,0.07413769],"study_design_scores_gemma":[0.0001794725,0.0004315682,0.00004822443,0.00005516135,0.00001784477,0.0002723679,0.003393382,0.00009786956,0.001328936,0.9935033,0.0005474279,0.0001244425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5679832,0.003051988,0.4268156,0.0009032103,0.00006206634,0.0002337212,4.005018e-7,0.0002168737,0.0007329631],"genre_scores_gemma":[0.9180881,0.001016187,0.08041087,0.00002133772,0.00008801393,0.00001445372,0.000002428274,0.00002509426,0.0003334949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.350105,"threshold_uncertainty_score":0.4535081,"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."}}