{"id":"W7057357630","doi":"","title":"Integrated offender administration through correctional case management","year":2009,"lang":"en","type":"dissertation","venue":"Unisa Institutional Repository (University of South Africa)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Officer; Case management; Documentation; Process (computing); Audit; Criminal justice; Administration (probate law)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02221548,0.000537709,0.0003670097,0.006103608,0.005356898,0.01136843,0.004474964,0.001175454,0.01055017],"category_scores_gemma":[0.04481352,0.0005051473,0.0004872975,0.003728336,0.003804042,0.005778216,0.01346461,0.002794859,0.001309804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009309578,"about_ca_system_score_gemma":0.0171452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004437477,"about_ca_topic_score_gemma":0.008760509,"domain_scores_codex":[0.9584446,0.03045991,0.002050241,0.001761336,0.005098862,0.002185101],"domain_scores_gemma":[0.9514773,0.02295565,0.005143948,0.007257112,0.008058181,0.005107758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002056972,0.002065054,0.01202085,0.0006048405,0.00005367003,0.001190883,0.05126261,0.004013701,0.001369861,0.08517556,0.01799202,0.8240452],"study_design_scores_gemma":[0.0003994003,0.002430108,0.04304967,0.003260499,0.0001298818,0.004068781,0.122567,0.03398589,0.008126879,0.09240235,0.6891427,0.0004369994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3374208,0.003112521,0.2512784,0.01851797,0.0009839111,0.01534779,0.0004930424,0.002491789,0.3703538],"genre_scores_gemma":[0.8074502,0.001309283,0.1435227,0.0007020514,0.0001998115,0.002624233,0.000329474,0.0001106154,0.04375161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02221548,"threshold_uncertainty_score":0.117488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651779864387828,"score_gpt":0.2256143686922404,"score_spread":0.2090965700483622,"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."}}