{"id":"W4385497311","doi":"10.18192/jpp.v32i2.6856","title":"Agenda: Broken Corrections","year":2023,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Law and economics; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01132481,0.001825296,0.001830643,0.002845042,0.02219274,0.02268963,0.006354619,0.08372957,0.1904509],"category_scores_gemma":[0.04866288,0.001045905,0.002201367,0.001749862,0.00530662,0.02085578,0.02015097,0.03687362,0.05290579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007739796,"about_ca_system_score_gemma":0.05895884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02952737,"about_ca_topic_score_gemma":0.06685214,"domain_scores_codex":[0.9886507,0.002295475,0.0007163618,0.001116285,0.002614202,0.004607022],"domain_scores_gemma":[0.9567537,0.006414231,0.001803109,0.002013623,0.01174559,0.02126968],"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":[0.00002358435,0.00002970505,0.00008890859,0.0001278078,0.000003541235,0.00009933587,0.0001933101,0.00001868774,0.00006280056,0.01603477,0.9772349,0.006082719],"study_design_scores_gemma":[0.00004804882,0.00003204993,0.0007557123,0.0006302352,0.00001260975,0.00005599857,0.00180833,0.00004963707,0.00005754613,0.00936076,0.9871587,0.0000303844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003815618,0.004816538,0.0001981135,0.8693498,0.09649014,0.000146883,0.0004439405,0.0001073878,0.0280657],"genre_scores_gemma":[0.008560653,0.004052582,0.0009318631,0.6657412,0.05030456,0.0005836931,0.0007209954,0.0001939126,0.2689106],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1904509,"threshold_uncertainty_score":0.6371217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04994956628395394,"score_gpt":0.3601183576960432,"score_spread":0.3101687914120893,"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."}}