{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01161438,0.001010306,0.0006733753,0.003344854,0.008944036,0.002286972,0.00291009,0.0006316894,0.003184066],"category_scores_gemma":[0.02344408,0.0004395952,0.001515401,0.004882361,0.002042946,0.001238365,0.003273259,0.001517958,0.0003676106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04187489,"about_ca_system_score_gemma":0.08996493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838674,"about_ca_topic_score_gemma":0.9848512,"domain_scores_codex":[0.9895067,0.00286558,0.0003989573,0.0009722082,0.004622146,0.001634455],"domain_scores_gemma":[0.9720524,0.001747894,0.002521888,0.002789858,0.01847018,0.002417789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226724,0.001839109,0.8638358,0.0007020098,0.0004772392,0.0005980734,0.0236587,0.0007484184,0.001271546,0.002495674,0.01014747,0.09299922],"study_design_scores_gemma":[0.00009585734,0.0003004264,0.986454,0.0001210541,0.0001593367,0.00007430452,0.006922517,0.0003960499,0.0003648947,0.0002191093,0.004847579,0.00004494445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733235,0.0007818177,0.001254634,0.0009398782,0.0001346982,0.003006268,0.003380046,0.0000458402,0.01713328],"genre_scores_gemma":[0.9930648,0.0003332993,0.001561802,0.0002084271,0.00001552823,0.001013277,0.001675646,0.00002503043,0.002102281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04187489,"threshold_uncertainty_score":0.303825,"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."}}