{"id":"W4391300891","doi":"10.18192/jpp.v33i1.7022","title":"Thinking Critically About the Next Decade of Convict Criminology","year":2023,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convict; Criminology; Critically ill; Political science; Sociology; Psychology; Medicine; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002028252,0.0001041169,0.0003099412,0.0003820703,0.0006076314,0.0001015167,0.0006743202,0.0001030506,0.0001527551],"category_scores_gemma":[0.002050133,0.00007353765,0.0003162858,0.0007504819,0.0004062483,0.0001894423,0.00006163142,0.0004918724,0.00005502741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008454307,"about_ca_system_score_gemma":0.0003242649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008699885,"about_ca_topic_score_gemma":0.0009844,"domain_scores_codex":[0.9978682,0.000348386,0.0005585187,0.0001267146,0.0007583412,0.0003397772],"domain_scores_gemma":[0.9974768,0.001208991,0.0004248045,0.0002030453,0.0005627946,0.0001235426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004756463,0.000845311,0.008982383,0.0001047322,0.001034387,0.0003004042,0.2323214,0.003763522,0.004391097,0.2645879,0.06715678,0.4160364],"study_design_scores_gemma":[0.0006761207,0.0005835895,0.006921216,0.0001918183,0.00136091,0.000043477,0.9118892,0.000753024,0.0007614648,0.00596119,0.07059892,0.0002590915],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637876,0.0004919871,0.004135051,0.02420741,0.0009942817,0.0001133596,0.000002685566,0.00004359902,0.006224065],"genre_scores_gemma":[0.9966882,0.001189317,0.0005899861,0.0008502636,0.0003345952,0.000002989083,5.200236e-7,0.00001106026,0.0003330112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6795678,"threshold_uncertainty_score":0.4673471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09150349286675043,"score_gpt":0.3722765695205408,"score_spread":0.2807730766537904,"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."}}