{"id":"W3184977625","doi":"10.1177/14624745211035031","title":"David Maguire, <i>Male, Failed, Jailed: Masculinities and ‘Revolving Door’ Imprisonment in the UK</i>","year":2021,"lang":"en","type":"article","venue":"Punishment & Society","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Imprisonment; Media studies; Sociology; Criminology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009999548,0.0001309194,0.0001825682,0.00002177874,0.000836335,0.0003220415,0.0002164053,0.00008338866,0.0006578456],"category_scores_gemma":[0.00006999423,0.000107315,0.0002356438,0.0004955581,0.0002102729,0.000177972,0.0001135149,0.0002259348,0.00001649183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700812,"about_ca_system_score_gemma":0.0001311237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005215943,"about_ca_topic_score_gemma":0.01071687,"domain_scores_codex":[0.9983968,0.0002226193,0.0002387374,0.0002968582,0.0004962647,0.0003486931],"domain_scores_gemma":[0.9992987,0.0002300965,0.0000710841,0.0002460901,0.00008219843,0.00007186497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001170805,0.0004673582,0.134824,0.0001154919,0.0002305693,0.00008127937,0.792187,0.00004953546,0.0002533891,0.004184055,0.03004685,0.03754872],"study_design_scores_gemma":[0.0002006517,0.00001720652,0.005903208,0.00002831092,0.0002233079,0.000006269133,0.9475447,0.0001353021,0.00004168614,0.0002010928,0.04554224,0.0001560557],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761066,0.003730995,0.0002585783,0.005187661,0.0002727969,0.0002226208,0.000008078939,0.00003260577,0.01418003],"genre_scores_gemma":[0.9836171,0.01197619,0.000641534,0.001535424,0.0002285114,0.00006486326,0.00001252831,0.0000074034,0.001916502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1553577,"threshold_uncertainty_score":0.788498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912298020930763,"score_gpt":0.2837467057565008,"score_spread":0.2646237255471932,"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."}}