{"id":"W2167438211","doi":"10.1017/s0009840x1300108x","title":"C.J. Fuhrmann Policing the Roman Empire. Soldiers, Administration, and Public Order. Pp. xxiv + 330, ills, map. New York: Oxford University Press, 2012. Cased, £45, US$74. ISBN: 978-0-19-973784-0.","year":2013,"lang":"en","type":"article","venue":"The Classical Review","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Empire; History; Administration (probate law); Public order; Order (exchange); Roman Empire; Ancient history; Classics; Theology; Law; Political science; Philosophy; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008351466,0.0002857799,0.0004576761,0.0000201202,0.001537863,0.0003464928,0.0008618362,0.0001526212,0.0005624914],"category_scores_gemma":[0.0007350078,0.0001839819,0.0001680318,0.0004256616,0.0009829279,0.0008561097,0.0002073884,0.000446972,0.00007569751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963738,"about_ca_system_score_gemma":0.000852715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02607754,"about_ca_topic_score_gemma":0.01704825,"domain_scores_codex":[0.9973063,0.0006657091,0.0003514967,0.0004093567,0.000579636,0.000687479],"domain_scores_gemma":[0.997748,0.0006760356,0.0003516874,0.000608328,0.0001424716,0.0004734826],"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":[0.00001053443,0.000057466,0.0003589168,0.0001850845,0.0000432266,0.000005721799,0.001087509,4.174316e-7,0.000004813956,0.06564697,0.9090249,0.02357445],"study_design_scores_gemma":[0.0001998035,0.00005212862,0.002091598,0.0003297081,0.0001227242,0.000008419231,0.001169883,0.00003139123,0.000003649377,0.0007528952,0.9949848,0.0002529821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02076643,0.232475,0.0002464351,0.6519112,0.0007980994,0.003281453,0.00009768772,0.0002860021,0.09013773],"genre_scores_gemma":[0.2596712,0.5145137,0.0002501124,0.01688606,0.002510715,0.00005458085,0.00003557269,0.00007717965,0.2060009],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6350251,"threshold_uncertainty_score":0.999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141228578232274,"score_gpt":0.2904030051711576,"score_spread":0.2389907193888348,"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."}}