{"id":"W3163289116","doi":"10.7420/ak2018j","title":"W poszukiwaniu skutecznych metod resocjalizacji sprawców pozbawionych wolności na przykładzie Stanów Zjednoczonych Ameryki","year":2018,"lang":"en","type":"article","venue":"Archiwum Kryminologii.","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Punitive damages; Criminology; Recidivism; Criminal justice; Sanctions; Rehabilitation; Political science; Constructive; Psychology; Law; Process (computing); Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001403328,0.001285008,0.001297387,0.00112836,0.0008702232,0.0002037861,0.002437442,0.0008493195,0.003971165],"category_scores_gemma":[0.0004564938,0.001226292,0.000536002,0.001321769,0.002073553,0.0004502298,0.0007130437,0.001575734,0.009359405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151777,"about_ca_system_score_gemma":0.000250148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006520228,"about_ca_topic_score_gemma":0.0003050545,"domain_scores_codex":[0.9906492,0.0008556921,0.001616234,0.002633646,0.001167838,0.003077376],"domain_scores_gemma":[0.9938695,0.0006464404,0.000818913,0.003524432,0.0003795729,0.0007611154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001708692,0.001462515,0.02884168,0.00006735784,0.001036766,0.0004585751,0.007558941,0.000002422245,0.004764026,0.1352984,0.7559123,0.06288837],"study_design_scores_gemma":[0.006875586,0.006858385,0.1497378,0.0003088785,0.0004251207,0.00146298,0.008277945,0.00009196666,0.004307816,0.03086445,0.7870945,0.003694528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5812441,0.001850693,0.00305593,0.00425601,0.1289179,0.001633019,0.0002757778,0.001982812,0.2767839],"genre_scores_gemma":[0.9704648,0.00006678148,0.008744957,0.003645586,0.006629855,0.0001427288,0.0001467289,0.0003387372,0.009819859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3892207,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04885641586365777,"score_gpt":0.3596532082793015,"score_spread":0.3107967924156437,"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."}}