{"id":"W3158871740","doi":"10.18192/jpp.v19i1.5194","title":"Fighting the Ninja","year":2010,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0008779629,0.0002332942,0.0001884124,0.0006096161,0.01212358,0.003753864,0.0006125651,0.001059677,0.01942919],"category_scores_gemma":[0.002019848,0.0002123582,0.0002236802,0.0003585496,0.00196473,0.00182687,0.004355276,0.003624142,0.001019112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532165,"about_ca_system_score_gemma":0.0109852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1015345,"about_ca_topic_score_gemma":0.4029659,"domain_scores_codex":[0.9992071,0.0001448371,0.00002617952,0.00007320134,0.00008609784,0.0004626322],"domain_scores_gemma":[0.9989845,0.00006277053,0.0001138005,0.00004828502,0.0001427657,0.0006477318],"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":[0.0001834437,0.0003653244,0.13507,0.0003185897,0.00007603279,0.001611106,0.08057641,0.0002174058,0.001228347,0.1043638,0.5318323,0.1441573],"study_design_scores_gemma":[0.00001048753,0.00006447297,0.09675086,0.0003586749,0.00001610147,0.0002928626,0.1459768,0.00005838824,0.0002076354,0.001767361,0.7544718,0.00002460508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3676927,0.005591719,0.0002371975,0.1880127,0.00764089,0.00008793725,0.0005222031,0.00006289587,0.4301518],"genre_scores_gemma":[0.6792139,0.004618228,0.0004821147,0.02181401,0.0007130342,0.0001170089,0.000320387,0.00004708107,0.2926743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1015345,"threshold_uncertainty_score":0.2018871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103685617643975,"score_gpt":0.3138772493234539,"score_spread":0.2928403931470142,"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."}}