{"id":"W4309603159","doi":"10.4000/antafr.5487","title":"Local Magistrates and Decurions in Mauretania Tingitana","year":2022,"lang":"en","type":"article","venue":"Antiquités africaines","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Prosopography; Period (music); Ancient history; History; Art; Political science","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":[0.0006448887,0.0001127094,0.0002002621,0.0001027954,0.0009775747,0.00006106297,0.0002228699,0.0000396224,0.0002336241],"category_scores_gemma":[0.0003282189,0.0001121237,0.00004802065,0.0006764198,0.0005203129,0.0001203228,0.000339278,0.0002101613,0.000009387454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007823794,"about_ca_system_score_gemma":0.00007381613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000931497,"about_ca_topic_score_gemma":0.01378006,"domain_scores_codex":[0.9985682,0.0002083658,0.000207935,0.0002756115,0.0003454433,0.0003944579],"domain_scores_gemma":[0.999362,0.0003497618,0.00005507005,0.0001091045,0.00004198752,0.000082106],"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":[0.00007860306,0.0005756276,0.135296,0.0000519721,0.00007227279,0.0003673069,0.06250435,0.00007239379,0.001159045,0.7462367,0.02799282,0.02559295],"study_design_scores_gemma":[0.0005545577,0.0001882207,0.03726404,0.00002569512,0.00003324902,0.00001366108,0.1272863,0.0005301234,0.00007173746,0.02800776,0.805486,0.0005386867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915387,0.001914212,0.0001347672,0.06717488,0.0002510698,0.0003318123,0.00003230947,0.0001699526,0.03845228],"genre_scores_gemma":[0.9939102,0.0001920424,0.0000969913,0.0002552304,0.00006826503,0.00003268851,0.000002603086,0.0000101182,0.005431877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7774931,"threshold_uncertainty_score":0.7689595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724943819195751,"score_gpt":0.3054333580711208,"score_spread":0.2781839198791632,"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."}}