{"id":"W2090603254","doi":"10.1177/1079063212453942","title":"Can Circles of Support and Accountability (COSA) Work in the United States? Preliminary Results From a Randomized Experiment in Minnesota","year":2012,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recidivism; Accountability; Liberian dollar; Psychology; Randomized experiment; Actuarial science; Reentry; Cost–benefit analysis; Work (physics); Sample (material); Demography; Economics; Engineering; Political science; Finance; Sociology; Statistics; Clinical psychology; Mathematics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02003086,0.0005930569,0.0007199919,0.0003526354,0.001717134,0.001702179,0.001353187,0.001152418,0.003220194],"category_scores_gemma":[0.0432644,0.0006118783,0.0008221176,0.0003533047,0.002283193,0.001732818,0.00104148,0.001553191,0.0002987467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00391916,"about_ca_system_score_gemma":0.008317222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03676515,"about_ca_topic_score_gemma":0.07980966,"domain_scores_codex":[0.9739799,0.0213862,0.0008545692,0.001450156,0.001468633,0.0008604547],"domain_scores_gemma":[0.9532669,0.03179264,0.005985587,0.002922213,0.002029845,0.004002794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2743585,0.3845277,0.07726828,0.002134398,0.002067465,0.00033129,0.01344829,0.009519343,0.008793004,0.01165029,0.00635462,0.2095469],"study_design_scores_gemma":[0.1592548,0.5677006,0.1963582,0.0007612369,0.003011093,0.0001095341,0.006798277,0.03334926,0.005975595,0.00936186,0.01701652,0.0003030528],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929155,0.0001241727,0.0009270597,0.0007071692,0.00007963787,0.002548101,0.0001057222,0.00002009783,0.002572557],"genre_scores_gemma":[0.9886549,0.0002013189,0.005118557,0.0005446885,0.00004485742,0.003919877,0.00009039983,0.000007781898,0.001417726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03676515,"threshold_uncertainty_score":0.1059346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237785174495268,"score_gpt":0.3232838581368584,"score_spread":0.2809060063919057,"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."}}