{"id":"W4233589604","doi":"10.1002/9781444338386.wbeah12052","title":"Claudian","year":2012,"lang":"en","type":"other","venue":"The Encyclopedia of Ancient History","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Art; Reputation; History; Classics; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000631974,0.0004224929,0.0005144803,0.0004707828,0.00004414408,0.000002066425,0.0009321238,0.000313268,0.03354285],"category_scores_gemma":[0.00007902221,0.0003132882,0.0002366183,0.0002017489,0.0007821537,0.00005265049,0.0001399356,0.0004230567,0.02685365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034705,"about_ca_system_score_gemma":0.0004503377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004528105,"about_ca_topic_score_gemma":0.0002410135,"domain_scores_codex":[0.9978057,0.0001653838,0.0003655182,0.0003598951,0.0006990932,0.0006044286],"domain_scores_gemma":[0.9974542,0.00006291463,0.0008176058,0.001420973,0.00004715432,0.0001971248],"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":[0.0000107283,0.0001156918,0.0001076085,0.00007951879,0.00005007825,0.000002765981,0.001145734,4.523974e-7,0.0001837951,0.0008372351,0.9965262,0.0009401614],"study_design_scores_gemma":[0.0001813363,0.0000240058,0.0005673192,0.0001002446,0.000153509,0.000003778067,0.0000340167,6.520767e-7,0.000004139054,0.0000116716,0.9985638,0.0003554968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004862661,0.09322289,0.000008470686,0.00002316715,0.005561347,0.0004432786,0.0001470985,0.0003287594,0.9002163],"genre_scores_gemma":[0.0001333075,0.001193449,0.0003328277,0.0002404434,0.001846863,0.00004047071,0.00004737365,0.001384283,0.994781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09456462,"threshold_uncertainty_score":0.9999319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624180824417803,"score_gpt":0.2196710630368431,"score_spread":0.2034292547926651,"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."}}