{"id":"W2876382943","doi":"10.1017/s0075435818000497","title":"The Social History of Early Roman Coinage","year":2018,"lang":"en","type":"article","venue":"The Journal of Roman Studies","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Elite; Politics; Context (archaeology); CONQUEST; History; Power (physics); Nothing; Order (exchange); Political economy; Economic history; Sociology; Ancient history; Political science; Archaeology; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002027214,0.0002509553,0.0005787939,0.002259051,0.008988784,0.004618141,0.0004698499,0.001096313,0.006888529],"category_scores_gemma":[0.004488121,0.0003349686,0.0001509895,0.00226252,0.02394771,0.002470895,0.003772633,0.002790385,0.000680919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006390824,"about_ca_system_score_gemma":0.001599806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007521,"about_ca_topic_score_gemma":0.01233199,"domain_scores_codex":[0.9977969,0.001164856,0.0000487674,0.0001868538,0.0001846218,0.0006180451],"domain_scores_gemma":[0.9984872,0.0006425871,0.0002492665,0.0001445887,0.0002074586,0.0002688864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006037872,0.00003191192,0.003007347,0.00006855548,0.000005090547,0.0006601397,0.1324536,0.0001007149,0.0002008988,0.8446425,0.003449758,0.01531904],"study_design_scores_gemma":[0.000032092,0.0001101259,0.02551868,0.0006910632,0.00001182911,0.001257243,0.07907148,0.0005402078,0.0009674845,0.05972227,0.8320018,0.00007576407],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3699055,0.004662249,0.001163998,0.003663999,0.0001678775,0.00003185523,0.00004887528,0.00002721173,0.6203284],"genre_scores_gemma":[0.9916618,0.0003838114,0.000100392,0.0001312989,0.00003681573,0.000007507004,0.000006994029,0.000009676172,0.007661772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008988784,"threshold_uncertainty_score":0.0463689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0788748765584069,"score_gpt":0.3632167907992277,"score_spread":0.2843419142408208,"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."}}