{"id":"W1950446880","doi":"","title":"Public safety, individual liberty, and suspect science: future dangerousness assessments and sex offender laws","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conviction; Sex offender; Recidivism; Suspect; Supreme court; Psychology; Criminology; Sex offense; Law; Suicide prevention; Poison control; Political science; Sexual abuse; Medicine; Medical emergency","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":[0.01058959,0.0003390433,0.0004027767,0.004615917,0.003891339,0.01234958,0.001549256,0.005926272,0.005059936],"category_scores_gemma":[0.02059768,0.0004290017,0.0006851106,0.001836508,0.02202991,0.007142654,0.003123418,0.006338642,0.0004463417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00738231,"about_ca_system_score_gemma":0.008343271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02153946,"about_ca_topic_score_gemma":0.04237922,"domain_scores_codex":[0.9929302,0.003497852,0.0003961463,0.000407742,0.002264392,0.0005036469],"domain_scores_gemma":[0.9790367,0.01640499,0.001031189,0.0005863255,0.002497399,0.0004434719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001326242,0.00003684839,0.004305377,0.000132061,0.000006760359,0.0002747976,0.002712105,0.0003685647,0.0001054685,0.9009517,0.02513488,0.06595808],"study_design_scores_gemma":[0.000009810183,0.0001103034,0.01618177,0.002755232,0.00002920813,0.0005211603,0.0116986,0.002455292,0.000678281,0.633788,0.3316703,0.0001020354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04831669,0.1384176,0.03719549,0.3702702,0.003342082,0.0002340932,0.0002576094,0.000222762,0.4017436],"genre_scores_gemma":[0.7792152,0.06687162,0.01684064,0.06919651,0.003518503,0.000316037,0.0001686371,0.0001144508,0.06375839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02153946,"threshold_uncertainty_score":0.05600375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0566798011460318,"score_gpt":0.3149469464681671,"score_spread":0.2582671453221353,"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."}}