{"id":"W4205498632","doi":"10.1353/phx.2013.0052","title":"A Written Republic: Cicero's Philosophical Politics by Yelena Baraz","year":2013,"lang":"en","type":"article","venue":"Phoenix","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Politics; Philosophy; Art history; Political science; Law","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":[],"category_scores_codex":[0.0002617606,0.0001378361,0.0002212502,0.00004345308,0.0006479003,0.0001750895,0.0003623631,0.0001034383,0.001264515],"category_scores_gemma":[0.0008223934,0.0001220683,0.0001017619,0.0002758005,0.0006920551,0.0002848501,0.0001745878,0.0002322866,0.0007287239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154799,"about_ca_system_score_gemma":0.00008150924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835119,"about_ca_topic_score_gemma":0.0005358781,"domain_scores_codex":[0.9981942,0.0001313956,0.0002242775,0.0003039186,0.0005116353,0.0006345367],"domain_scores_gemma":[0.9989684,0.0002500102,0.00005990643,0.0002288903,0.0001821741,0.0003106493],"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":[0.000004881153,0.0002486273,0.002462393,0.00001569581,0.00006489494,0.000007005602,0.0068762,7.923683e-8,0.001092247,0.2444529,0.7314431,0.01333197],"study_design_scores_gemma":[0.0001979145,0.00004385244,0.002580302,0.000009818853,0.00001588099,0.00000134675,0.001072056,0.00001841365,0.0002097364,0.06699534,0.9286345,0.0002208307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2495962,0.0002718995,0.00005248629,0.5184779,0.0003700202,0.000449761,0.00003288033,0.0003586269,0.2303902],"genre_scores_gemma":[0.9806224,0.0001248834,0.0001744848,0.003112443,0.0009303273,0.0000506273,0.00000612465,0.00001581671,0.01496288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7310262,"threshold_uncertainty_score":0.9996485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997987410899836,"score_gpt":0.3030744714094616,"score_spread":0.2730945973004633,"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."}}