{"id":"W4206212817","doi":"10.1353/phx.2018.0051","title":"The Rise of Rome: From the Iron Age to the Punic Wars by Kathryn Lomas","year":2018,"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":"Pace; Plea; Suspect; Discipline; Criticism; History; Aside; Classics; Sociology; Media studies; Environmental ethics; Law; Political science; Literature; Philosophy; Art; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007191949,0.00009011153,0.0001261494,0.000006947727,0.001452518,0.00008450071,0.0008811102,0.00004008648,0.0001093154],"category_scores_gemma":[0.0009238626,0.00003920699,0.00007978692,0.0002799976,0.001555023,0.00005004646,0.0003021676,0.0001278168,0.0002131146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004292862,"about_ca_system_score_gemma":0.00003675315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007445296,"about_ca_topic_score_gemma":0.07396865,"domain_scores_codex":[0.9986817,0.0002614355,0.0001554037,0.0001708152,0.0004246065,0.0003060425],"domain_scores_gemma":[0.99835,0.00104526,0.00007264534,0.0003889293,0.00008295185,0.0000602704],"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":[0.00003185704,0.00005514236,0.001402047,0.00000139094,0.00005791163,0.000001169436,0.09364998,4.940009e-7,0.001709441,0.005030335,0.8637513,0.03430894],"study_design_scores_gemma":[0.00007187374,0.00004448845,0.009435128,0.000008359815,0.00002401326,4.902855e-8,0.006494936,0.000006814422,0.0006965299,0.002772767,0.9803806,0.00006446329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204709,0.00154124,0.00002498032,0.1598625,0.0007294075,0.000397727,0.00005805137,0.00004414391,0.01687105],"genre_scores_gemma":[0.9909312,0.0003856468,0.0000224786,0.0007850151,0.0006645313,0.00001875925,9.775889e-7,0.000007693077,0.007183763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704603,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414156116811478,"score_gpt":0.3047040891706224,"score_spread":0.2805625280025076,"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."}}