{"id":"W3144727369","doi":"10.2307/3877687","title":"Buttons and Wooden Swords: Polybius 10.20.3, Livy 26.51, and the \"Rudis\"","year":2006,"lang":"en","type":"article","venue":"Classical Philology","topic":"Linguistics and Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Reprint; Section (typography); History; Philology; Classics; Art; Computer science; Physics; Law; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001190814,0.0001515701,0.0002799405,0.00003574701,0.0004887677,0.0001068789,0.00009968256,0.00005944801,0.0006088495],"category_scores_gemma":[0.0001618756,0.0000892261,0.0000522931,0.000019165,0.0024334,0.00002742425,0.0001561659,0.0001715408,0.00005243581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009368884,"about_ca_system_score_gemma":0.00001216042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003271129,"about_ca_topic_score_gemma":0.00239781,"domain_scores_codex":[0.9991648,0.0000655952,0.0001973345,0.0002304505,0.00008169492,0.0002601829],"domain_scores_gemma":[0.9992671,0.0004114182,0.00005804835,0.0001542006,0.00006086542,0.00004839547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005397333,0.00004403265,0.0001288926,0.00001104791,0.00004769482,0.00002063576,0.002979473,2.405516e-7,0.00001174865,0.9659733,0.02969226,0.001036671],"study_design_scores_gemma":[0.001069801,0.0001036341,0.000662324,0.00001082882,0.00008640164,0.00001362234,0.001087527,0.0001127987,0.000005057494,0.1310765,0.8656022,0.0001692763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08046772,0.01553215,0.0000322092,0.04676703,0.001156698,0.0003356173,0.00007775237,0.0001963519,0.8554345],"genre_scores_gemma":[0.9686435,0.0000769723,0.00002185266,0.0008925734,0.002877961,0.00001784295,0.000005895185,0.00001775404,0.02744559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8881758,"threshold_uncertainty_score":0.8965963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317288672667984,"score_gpt":0.2116381631221499,"score_spread":0.1984652763954701,"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."}}