{"id":"W3048579859","doi":"10.1177/2066220320948375","title":"The pains of release: Federally-sentenced women’s experiences on parole","year":2020,"lang":"en","type":"article","venue":"European Journal of Probation","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Imprisonment; Prison; Criminology; Precarity; Corporate governance; Stressor; Psychology; Political science; Sociology; Law; Psychiatry; Business","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":[0.00123727,0.0000461359,0.00008774578,0.00003655209,0.0004490668,0.00008191339,0.0002105452,0.000008387075,0.00007810861],"category_scores_gemma":[0.0007834326,0.00003079892,0.00007563159,0.0002450316,0.0001005298,0.0001314451,0.00001209063,0.0000985608,0.00001407749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004839352,"about_ca_system_score_gemma":0.00007900559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003807366,"about_ca_topic_score_gemma":0.00006634786,"domain_scores_codex":[0.9985676,0.0005941383,0.0003048069,0.00006608452,0.0003568214,0.0001105253],"domain_scores_gemma":[0.9991415,0.0001015899,0.0003858023,0.00005509501,0.0002241593,0.00009187773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003321172,0.0001085251,0.0004351611,0.00001493132,0.00006563641,0.00002858826,0.7238817,0.001227798,0.001611043,0.001310302,0.003686396,0.2672978],"study_design_scores_gemma":[0.0001536443,0.0006161958,0.000631123,0.00003298966,0.00003437135,0.00000140493,0.9738983,0.0002013309,0.0003426526,0.00004214785,0.02399219,0.00005367742],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898849,0.0000850955,0.0018972,0.00358283,0.0001774333,0.0000462719,2.837239e-7,0.000009141628,0.004316888],"genre_scores_gemma":[0.9989624,0.0002068489,0.00006867825,0.0002349104,0.0003201359,0.000002712686,2.096068e-7,0.000004139116,0.0001999535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2672442,"threshold_uncertainty_score":0.3453904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870098114055187,"score_gpt":0.2752164924153518,"score_spread":0.2465155112748,"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."}}