{"id":"W2322183596","doi":"10.1093/ahr/119.4.1328","title":"Gregory K. Golden. Crisis Management during the Roman Republic: The Role of Political Institutions in Emergencies.","year":2014,"lang":"en","type":"article","venue":"The American Historical Review","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Politics; State of emergency; The Republic; State (computer science); Ruling class; Roman Empire; Political science; Crisis management; Dictatorship; Law; Political economy; History; Sociology; Democracy; Ancient history","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":[0.001703803,0.0001246242,0.000350122,0.00005250218,0.0008079439,0.00001136338,0.0009413976,0.00002051383,0.0001028128],"category_scores_gemma":[0.0005531174,0.00006316967,0.0002047532,0.001229118,0.0009365607,0.00007455555,0.0001335258,0.0002515824,0.00004836274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008486571,"about_ca_system_score_gemma":0.00007442848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01713742,"about_ca_topic_score_gemma":0.0008868666,"domain_scores_codex":[0.9976146,0.00100392,0.0004048682,0.0002129609,0.0004658686,0.0002977441],"domain_scores_gemma":[0.9986383,0.0002568915,0.0002291466,0.0007148975,0.00005234978,0.0001084658],"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":[0.000006476232,0.00006106721,0.0002552437,0.0001013942,0.00001584111,0.000001295518,0.001643905,0.000002940696,0.000004227121,0.9790617,0.01143617,0.007409741],"study_design_scores_gemma":[0.00003625124,0.00001740311,0.003342913,0.00008827306,0.00006129731,0.000001645379,0.0005833964,0.000003518239,5.905091e-7,0.02224367,0.9735332,0.00008787221],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02833817,0.16393,0.00008907741,0.1622913,0.0009387974,0.001552506,0.000006921317,0.0001204813,0.6427327],"genre_scores_gemma":[0.9847528,0.01138392,0.00002514529,0.002769715,0.00026461,0.00008444425,6.959153e-7,0.000008584389,0.0007101247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.962097,"threshold_uncertainty_score":0.9894075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027970491096122,"score_gpt":0.304719461427219,"score_spread":0.2744397565162577,"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."}}