{"id":"W4235229767","doi":"10.18192/jpp.v27i1.3384","title":"Untitled","year":2018,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"","field":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001143118,0.0002047336,0.0003875904,0.0005467702,0.0001422129,0.00006564347,0.0005262527,0.00008922506,0.002266908],"category_scores_gemma":[0.0005296735,0.0001624723,0.0002510464,0.0005387352,0.0002377488,0.0002537738,0.00005787685,0.0005305277,0.01262119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312148,"about_ca_system_score_gemma":0.0002179749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008998856,"about_ca_topic_score_gemma":0.0000182596,"domain_scores_codex":[0.9978325,0.0001537161,0.0006728732,0.0001801742,0.0007704408,0.0003903108],"domain_scores_gemma":[0.9977407,0.0001227731,0.0009060388,0.0003896297,0.0005591123,0.0002817487],"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":[0.001264924,0.0009046932,0.01180793,0.0000108588,0.0003517622,0.0001627582,0.001320189,0.00007495058,0.07187073,0.006109812,0.8980401,0.008081257],"study_design_scores_gemma":[0.008801576,0.005565767,0.01939337,0.0003288687,0.0003598102,0.0006913999,0.0009407758,0.0007075813,0.08566645,0.00290733,0.8737654,0.0008716516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368987,0.0001841002,0.002932653,0.002107686,0.001442068,0.0001917081,0.00001609002,0.00009957013,0.05612742],"genre_scores_gemma":[0.9872695,0.00001166067,0.009684091,0.0004221934,0.001160825,0.000001377521,7.983637e-7,0.0000834501,0.00136614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05476128,"threshold_uncertainty_score":0.9986451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357124179801907,"score_gpt":0.3090659747021361,"score_spread":0.2854947329041171,"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."}}