{"id":"W4243781979","doi":"10.18192/jpp.v15i1.5320","title":"Editor's Preface","year":2006,"lang":"en","type":"paratext","venue":"Journal of Prisoners on Prisons","topic":"Education, Philosophy, and Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005047349,0.0004386943,0.0007655305,0.000299047,0.000444229,0.0003509355,0.0006321831,0.0002988654,0.005859894],"category_scores_gemma":[0.00006399849,0.0003571285,0.0006807568,0.00006434145,0.0003068655,0.0002846117,0.00004168595,0.001483341,0.001757809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962409,"about_ca_system_score_gemma":0.0006500136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001236788,"about_ca_topic_score_gemma":0.00007092885,"domain_scores_codex":[0.9974105,0.0001576647,0.0009714661,0.0002786488,0.0008008304,0.0003808677],"domain_scores_gemma":[0.9969457,0.0002236677,0.001596075,0.0003935202,0.0006843228,0.0001567038],"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":[0.00002609989,0.0004086849,0.0000166366,0.00007408376,0.0002150121,0.00000321224,0.009820976,0.00009559269,0.000005708297,0.006009844,0.9831131,0.000211025],"study_design_scores_gemma":[0.0005639517,0.0003599001,0.00002337294,0.000252752,0.0001670825,0.000006703131,0.002692173,0.000003595441,0.00002905718,0.0007850832,0.9947403,0.0003760281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002691986,0.004200303,0.0001108148,0.007837622,0.1206463,0.0003483319,0.0002493575,0.00003425871,0.863881],"genre_scores_gemma":[0.01689671,0.0009895856,0.0004998898,0.0009840906,0.2147031,0.00001370123,0.0001124428,0.0001320119,0.7656685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09821254,"threshold_uncertainty_score":0.9998881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280451700265388,"score_gpt":0.2831062879032578,"score_spread":0.255061117876719,"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."}}