{"id":"W4390233548","doi":"10.1111/hojo.12550","title":"A place for public concerns in parole decision making in Japan","year":2023,"lang":"en","type":"article","venue":"The Howard Journal of Crime and Justice","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Secrecy; Rhetoric; Context (archaeology); Political science; Politics; Imprisonment; Value (mathematics); Public administration; Sociology; Public relations; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002362926,0.0000619288,0.0001789917,0.0003097691,0.0002858533,0.0001126542,0.0002041129,0.00004724629,0.00002362194],"category_scores_gemma":[0.001370694,0.00004528039,0.00007515656,0.0007469627,0.00008750668,0.0002268066,0.00003394549,0.0001749064,0.000006379622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006125453,"about_ca_system_score_gemma":0.0001594174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009109851,"about_ca_topic_score_gemma":0.007618522,"domain_scores_codex":[0.9989945,0.0001423408,0.0002845236,0.00008784512,0.0002521573,0.0002386281],"domain_scores_gemma":[0.9981231,0.001454688,0.0001466931,0.00007209388,0.0001443545,0.00005905288],"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":[0.001188037,0.0002090579,0.01098639,0.0001908496,0.0001081253,0.0001019396,0.2426631,0.004012516,0.0002376018,0.01495472,0.007568732,0.7177789],"study_design_scores_gemma":[0.0007525493,0.0001468089,0.009704764,0.0002285284,0.0006119617,0.00001934537,0.9652406,0.003660009,0.00001260438,0.003242325,0.01625239,0.000128128],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994592,0.0005857805,0.001686844,0.001730836,0.0003513434,0.00009326632,0.000001629577,0.000008717691,0.0009495622],"genre_scores_gemma":[0.9980351,0.001115534,0.0001643469,0.0001633468,0.0003597303,0.000004716818,2.751472e-7,0.000005326934,0.0001516642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7225775,"threshold_uncertainty_score":0.4251314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07942446173564713,"score_gpt":0.3875545880298728,"score_spread":0.3081301262942256,"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."}}