{"id":"W7100765719","doi":"","title":"Re: OAG Docket No. 121--Comments on Proposed Guidelines to Interpret and Implement the Sex Offender Registration and Notification Act (SORNA)","year":2007,"lang":"en","type":"article","venue":"","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sex offender; Law enforcement; Sex offense; Mental health; Sexual violence; Association (psychology); Multidisciplinary approach; Recidivism","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":[0.0006152142,0.0001086775,0.00007382988,0.00001646372,0.000100585,0.00004612372,0.00009595849,0.0000709888,0.00001100754],"category_scores_gemma":[0.0002098186,0.00006203011,0.00002164816,0.00003623673,0.00002748215,0.000002541281,0.0001115106,0.00005055187,0.000003960247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008490134,"about_ca_system_score_gemma":0.000009318653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002079552,"about_ca_topic_score_gemma":0.00007316588,"domain_scores_codex":[0.9991981,0.00004081368,0.0002298299,0.0002877046,0.00008765115,0.0001558414],"domain_scores_gemma":[0.9995713,0.00003448943,0.00005060041,0.0001955566,0.00009125238,0.00005685752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002658636,0.00006127744,0.006875579,0.00001186237,0.00003761406,0.000001118224,0.0001120523,0.000004409785,0.8606125,0.0002582323,0.03246915,0.09929036],"study_design_scores_gemma":[0.0007400442,0.001929282,0.03247792,0.0000348191,0.00001936881,0.00000877681,0.0006884693,0.0004722211,0.7279821,0.0002060221,0.2350665,0.0003745424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830371,0.00005559645,0.006517971,0.005713989,0.00009557434,0.0003850247,0.000004708914,0.0000144537,0.004175631],"genre_scores_gemma":[0.9931181,0.00003512901,0.001557434,0.004344357,0.0001817632,0.000004243617,0.00006329877,0.000005337393,0.0006903005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2025973,"threshold_uncertainty_score":0.2529514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05006354382331039,"score_gpt":0.3482339773267755,"score_spread":0.2981704335034651,"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."}}