{"id":"W3105719691","doi":"10.71390/arctos.84963","title":"Equestrian Fortunes and Roman Imperialism","year":2019,"lang":"en","type":"article","venue":"Arctos – Acta Philologica Fennica","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"History; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008856804,0.0001676507,0.0002520548,0.0008987255,0.003266765,0.003318125,0.0003575248,0.0008720393,0.005765946],"category_scores_gemma":[0.001939147,0.00009627283,0.00009942105,0.001190426,0.01424505,0.001636888,0.002013795,0.001735356,0.0003096927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748328,"about_ca_system_score_gemma":0.00108964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003745532,"about_ca_topic_score_gemma":0.008588482,"domain_scores_codex":[0.9994125,0.0002857422,0.00002085,0.00007386535,0.00006469149,0.0001422685],"domain_scores_gemma":[0.9995499,0.000181107,0.00008555539,0.00007413642,0.00005529574,0.00005394635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001240377,0.000006883228,0.0002922695,0.00001179522,0.000001483963,0.00005780392,0.004960521,0.00002875601,0.00002074446,0.9911534,0.000482784,0.002971197],"study_design_scores_gemma":[0.00006915934,0.00005738061,0.009995612,0.0002087139,0.00001542769,0.0008392782,0.02762341,0.0003424101,0.0003828893,0.6886845,0.2717625,0.00001861082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2161705,0.005889478,0.0005111921,0.004877127,0.0001083504,0.00001075306,0.00002652557,0.0000108052,0.7723952],"genre_scores_gemma":[0.9827195,0.0007685942,0.0001529168,0.0001134421,0.00004221443,0.000005071051,0.000009253465,0.000005923691,0.01618318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005765946,"threshold_uncertainty_score":0.01994061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752812738639721,"score_gpt":0.3059509945074276,"score_spread":0.2684228671210304,"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."}}