{"id":"W4321514138","doi":"10.51788/tsul.jurisprudence.1.6./zqpr2804","title":"IMPROVMENT OF ENSURING POST-PENITENTIARY ADAPTATION OF MINORS RELEASED FROM PENITENTIARY INSTITUTIONS","year":2021,"lang":"en","type":"article","venue":"jurisprudence","topic":"Legal and Policy Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Imprisonment; Adaptation (eye); Legislation; Law; Field (mathematics); Law enforcement; Prison; Political science; Enforcement; Russian federation; Sociology; Psychology","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":[0.0001859934,0.0000873352,0.000174377,0.00007479788,0.0001992062,0.00002788014,0.0002202014,0.00007966836,0.0003082904],"category_scores_gemma":[0.000367554,0.00008948203,0.0001067305,0.0003544406,0.0002524263,0.0003178988,0.00006969081,0.0001002421,0.00002725825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004016924,"about_ca_system_score_gemma":0.0006375131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07290235,"about_ca_topic_score_gemma":0.007733114,"domain_scores_codex":[0.9986874,0.0001634203,0.0003171621,0.0001975914,0.0004416897,0.0001927777],"domain_scores_gemma":[0.9989673,0.0001830307,0.0001791986,0.00021162,0.0003674554,0.00009141651],"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":[0.0002031885,0.001449331,0.1006749,0.0003885622,0.0003573944,0.0002203363,0.2358131,0.0005483669,0.5472989,0.07097523,0.001440665,0.04062999],"study_design_scores_gemma":[0.001665497,0.0002416113,0.3498883,0.000778579,0.0004365301,0.000007150191,0.05623552,0.0005607524,0.5011322,0.005413207,0.08272376,0.0009168232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908705,0.0008865176,0.0002611827,0.001019773,0.0003185393,0.0001330059,0.0001047895,0.0000295662,0.006376075],"genre_scores_gemma":[0.9967514,0.000214572,0.00183542,0.00009831031,0.0001465763,0.000008065581,0.00003697095,0.000005660995,0.000902991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2492134,"threshold_uncertainty_score":0.9332713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239376127644563,"score_gpt":0.344269768332093,"score_spread":0.2918760070556474,"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."}}