{"id":"W4400111386","doi":"10.15294/ijcls.v9i1.50152","title":"Unleashing Justice's Future: The Dawn of Neuro-Cognitive Risk Assessments (NCRA) in Transforming Rehabilitation","year":2024,"lang":"en","type":"article","venue":"IJCLS (Indonesian Journal of Criminal Law Studies)","topic":"Legal and Policy Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recidivism; Normative; Rehabilitation; Economic Justice; Cognition; Objectivity (philosophy); Context (archaeology); Psychology; Criminal justice; Applied psychology; Public relations; Political science; Criminology; Psychiatry; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.002863972,0.0001746483,0.0004147925,0.0001843059,0.0005629148,0.0001288777,0.0003092299,0.00007721377,0.00001249386],"category_scores_gemma":[0.0008386105,0.0001170209,0.0002374923,0.0005193264,0.0006196892,0.0008302963,0.00002956251,0.0006143424,0.0000045064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013382,"about_ca_system_score_gemma":0.0002492681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188779,"about_ca_topic_score_gemma":0.002581242,"domain_scores_codex":[0.9971313,0.0008597603,0.0007366053,0.0001781306,0.0007518193,0.000342425],"domain_scores_gemma":[0.9963205,0.002770968,0.000341833,0.00008913016,0.0003804069,0.00009709845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006274456,0.0002158718,0.004340971,0.001158215,0.0005438543,0.0004315253,0.6279355,0.00006936627,0.000260916,0.3010933,0.0005664178,0.06275653],"study_design_scores_gemma":[0.001851063,0.001912451,0.02213703,0.003183458,0.003348777,0.000109177,0.8771759,0.00007397098,0.0007775267,0.02356725,0.06534538,0.0005179855],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650843,0.007819474,0.0003128895,0.01514599,0.002027179,0.0003523213,0.00001905848,0.00002065448,0.009218127],"genre_scores_gemma":[0.9963366,0.00159137,0.0002557426,0.0002340145,0.001516775,0.000007918431,4.5972e-7,0.0000156549,0.0000414853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2775261,"threshold_uncertainty_score":0.4771975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04721137305344618,"score_gpt":0.4195799404456974,"score_spread":0.3723685673922512,"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."}}