{"id":"W2006860823","doi":"10.1177/1079063209347724","title":"Circles of Support & Accountability: A Canadian National Replication of Outcome Findings","year":2009,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inro Consultants (Canada); Université de Montréal","funders":"Government of the United Kingdom","keywords":"Accountability; Replication (statistics); Outcome (game theory); Political science; Psychology; Medicine; Economics; Law; Mathematical economics; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009615167,0.0002092154,0.0003817305,0.0004640101,0.00006973452,0.00001446842,0.0004250147,0.0001979634,0.0008507945],"category_scores_gemma":[0.0002168619,0.0002274755,0.00008384544,0.0004994833,0.0001488941,0.0001630371,0.00001408774,0.0002066685,0.0002248128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123811,"about_ca_system_score_gemma":0.0002023628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01343047,"about_ca_topic_score_gemma":0.02745846,"domain_scores_codex":[0.9975508,0.00006984098,0.0008488773,0.0006211902,0.0004723337,0.0004369282],"domain_scores_gemma":[0.9980235,0.0001145966,0.0003255644,0.001053758,0.0002689624,0.0002136503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004171642,0.001308207,0.6004234,0.0001128531,0.0002587568,0.000009536796,0.0388068,0.00001654551,0.01735038,0.0300945,0.2856308,0.02557105],"study_design_scores_gemma":[0.001296715,0.0005970767,0.9409577,0.00003065994,0.00005289996,0.00006549935,0.002715769,0.000008174198,0.0003625482,0.003894867,0.0495596,0.0004585488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703805,0.00005329023,0.00005616017,0.0006605044,0.007974992,0.0003280674,0.0002297872,0.00005692763,0.02025976],"genre_scores_gemma":[0.996792,0.000001662838,0.0006274559,0.0009852748,0.0003483419,0.00001546533,0.0001559881,0.0000250364,0.001048758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3405342,"threshold_uncertainty_score":0.9931392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07116622786252556,"score_gpt":0.3742744638201847,"score_spread":0.3031082359576591,"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."}}