{"id":"W2151916793","doi":"10.1177/0306624x02464009","title":"Managing Unacceptable Risk: Sex Offenders, Community Response, and Social Policy in the United States and Canada","year":2002,"lang":"en","type":"article","venue":"International Journal of Offender Therapy and Comparative Criminology","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Penology; Sex offender; Accountability; Criminology; Psychology; Criminal justice; Recidivism; Economic Justice; Sociology; Public relations; Political science; Law; Prison","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":[0.0004561216,0.0001324642,0.0002343427,0.0003212497,0.0002273243,0.00005339484,0.0002792286,0.00005462692,0.000134134],"category_scores_gemma":[0.00001314534,0.0000970956,0.0000274225,0.00007199807,0.000253095,0.00009271933,0.0000418647,0.0006092153,7.039416e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005420261,"about_ca_system_score_gemma":0.00003793796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1597772,"about_ca_topic_score_gemma":0.04305106,"domain_scores_codex":[0.9978812,0.001393063,0.0002810223,0.0001078056,0.0001645578,0.0001723031],"domain_scores_gemma":[0.9988183,0.000746145,0.0002178578,0.00008390391,0.00009819971,0.0000355986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.008140686,0.001210378,0.10435,0.00001692568,0.003168525,0.0005496066,0.6748743,0.0001257015,0.0001926791,0.0409235,0.03182043,0.1346273],"study_design_scores_gemma":[0.004080755,0.0003988031,0.8724203,0.00001363976,0.00002507532,0.0007870266,0.08880614,0.0002089034,0.00006156469,0.005993466,0.02705302,0.0001513444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837632,0.001805868,0.00004333395,0.01311064,0.00018601,0.00007212216,0.00001809651,0.000003842694,0.0009968748],"genre_scores_gemma":[0.99455,0.002017707,0.00001596275,0.003173678,0.000127725,0.000002765858,0.000005763441,0.000005155779,0.000101191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7680703,"threshold_uncertainty_score":0.9744108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2435895022022375,"score_gpt":0.3609976968526872,"score_spread":0.1174081946504496,"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."}}