{"id":"W4385492598","doi":"10.18192/jpp.v32i2.6845","title":"The Illusion of Parole","year":2023,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Illusion; Political science; Criminology; Psychology; Cognitive psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001443831,0.00006693883,0.0001826748,0.00005869437,0.001368071,0.00003202901,0.0003250605,0.00004796265,0.00001994351],"category_scores_gemma":[0.0004377498,0.00003674527,0.0001949323,0.0003986293,0.0003218889,0.0001005086,0.00009093509,0.0001945882,0.0000346528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007930978,"about_ca_system_score_gemma":0.00009416111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009804749,"about_ca_topic_score_gemma":0.0003165453,"domain_scores_codex":[0.9986457,0.000185075,0.0003330896,0.0000609362,0.0005490399,0.000226202],"domain_scores_gemma":[0.9988847,0.0003543236,0.0003796356,0.00007188299,0.0002405994,0.000068824],"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":[0.0005827535,0.0003302124,0.007118689,0.00002140161,0.0004625713,0.00006650991,0.2843756,0.0003171956,0.003503368,0.1369306,0.4517551,0.114536],"study_design_scores_gemma":[0.0008244789,0.0007407849,0.03001575,0.0001372551,0.00006788719,0.00000345905,0.2229003,0.00004439849,0.0006047343,0.017037,0.7274045,0.0002193789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116179,0.0003953935,0.00003069005,0.04738319,0.001316147,0.0001363392,0.000003126785,0.0000304321,0.03908679],"genre_scores_gemma":[0.9921964,0.001187292,0.00006667543,0.00005711956,0.0003762464,0.00000185735,2.493436e-7,0.000005002715,0.006109197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2756494,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297637027793972,"score_gpt":0.3543813361577406,"score_spread":0.3214049658798009,"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."}}