{"id":"W3090104045","doi":"10.1080/10345329.2020.1807701","title":"The promises and perils of developing a national sex offender recidivism database in Australia","year":2020,"lang":"en","type":"article","venue":"Current Issues in Criminal Justice","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Recidivism; Sex offender; Project commissioning; Database; Criminology; Population; Resource (disambiguation); Publishing; Political science; Psychology; Sociology; Computer science; Law; Demography","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":[0.0007642607,0.0001122182,0.0001844129,0.0001082699,0.000277065,0.00007943825,0.0002415494,0.00004320233,0.00004377639],"category_scores_gemma":[0.001787767,0.0000972605,0.0000372683,0.0005686634,0.0002719123,0.0002243031,0.00009256404,0.0002227894,0.000007736136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009584477,"about_ca_system_score_gemma":0.0002212409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430212,"about_ca_topic_score_gemma":0.005059342,"domain_scores_codex":[0.9984789,0.0002061781,0.0003433386,0.0002598599,0.0004593657,0.0002523947],"domain_scores_gemma":[0.9990745,0.0004788744,0.0000995576,0.00008943165,0.0001735293,0.00008413482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003383861,0.0003859059,0.009955848,0.003336503,0.00006241358,0.0000426661,0.7331434,0.0002838204,0.0005850031,0.05959932,0.003015479,0.1892512],"study_design_scores_gemma":[0.0003482579,0.00005525852,0.002844358,0.0003759133,0.0006336426,0.00000302212,0.9380512,0.001237454,0.0002985798,0.0003761805,0.05549062,0.0002855324],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915005,0.00471998,0.0005327036,0.001955147,0.0004669497,0.0002353291,0.00001502702,0.00001867142,0.0005557122],"genre_scores_gemma":[0.9935007,0.005258213,0.0006847437,0.00008152689,0.0003132658,0.00002490623,0.000008578132,0.000006156748,0.0001218943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049077,"threshold_uncertainty_score":0.3966168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2075784489672472,"score_gpt":0.4434570405733401,"score_spread":0.235878591606093,"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."}}