{"id":"W2623948524","doi":"10.5553/jv/016758502019045003005","title":"Circles of Support and Accountability","year":2019,"lang":"en","type":"article","venue":"Justitiële verkenningen","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recidivism; Accountability; Inclusion (mineral); Grounded theory; Underpinning; Narrative; Psychology; Rehabilitation; Process (computing); Social psychology; Intervention (counseling); Qualitative research; Sociology; Political science; Computer science; Criminology; Engineering; Social science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000440919,0.0002085152,0.0003742612,0.0001533085,0.00005006553,0.000020419,0.0002619063,0.0001663426,0.002897584],"category_scores_gemma":[0.00003224754,0.0002156225,0.0000838686,0.000220798,0.0001794202,0.0001548259,0.0001011558,0.0001956885,0.000764031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004273479,"about_ca_system_score_gemma":0.000047431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002429997,"about_ca_topic_score_gemma":0.00002616848,"domain_scores_codex":[0.9983197,0.00006802163,0.0004126286,0.0005351121,0.0002472279,0.0004172499],"domain_scores_gemma":[0.9987726,0.0001361671,0.0002025642,0.0006974611,0.00006344751,0.0001277218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004316144,0.0004213734,0.7284903,0.0003489159,0.0003317054,0.00003177907,0.008594805,0.000006407638,0.007055293,0.01601351,0.218164,0.02011031],"study_design_scores_gemma":[0.002507597,0.0008292738,0.8492463,0.00009670626,0.0001565866,0.0001282949,0.006288307,0.00004022216,0.0004968097,0.001071955,0.1385144,0.0006235664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8280662,0.0005643221,0.00002667073,0.00009053378,0.03218138,0.0002879359,0.0000462566,0.00007938855,0.1386573],"genre_scores_gemma":[0.9972025,0.00001404207,0.0003689697,0.000287785,0.0004930185,0.00001565634,0.00001747513,0.00003859937,0.001561914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1691364,"threshold_uncertainty_score":0.9980139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029056154389535,"score_gpt":0.312283077102712,"score_spread":0.2919925155588167,"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."}}