{"id":"W116392737","doi":"10.3138/cjh.45.3.457","title":"Italy in the Twilight of the Empire: The Decline of Roman Law and Culture under Theoderic the Great (c. 493-526)","year":2010,"lang":"en","type":"article","venue":"Journal of History","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barbarian; Prologue; Roman Empire; Politics; Ancient history; History; Twilight; Peninsula; Law; Dominion; Kingdom; Classics; Political science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009148073,0.0001221716,0.0002277548,0.00004786494,0.0002670168,0.0000304219,0.0005935557,0.00006193404,0.0003635045],"category_scores_gemma":[0.00004869828,0.00004104149,0.0001839015,0.00003732118,0.001299212,0.0001377453,0.00004546418,0.000751222,0.000001441736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005034795,"about_ca_system_score_gemma":0.00009312087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094587,"about_ca_topic_score_gemma":0.00724258,"domain_scores_codex":[0.9988101,0.0002050271,0.0004169586,0.00007765734,0.0003789741,0.0001112701],"domain_scores_gemma":[0.9987709,0.0002024756,0.0004834011,0.000350153,0.0001651092,0.00002794839],"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":[0.00009989324,0.0001399782,0.0001392587,0.00005368237,0.00007833399,0.00001173247,0.2756513,0.00000250685,0.002733229,0.4182847,0.3025354,0.0002699782],"study_design_scores_gemma":[0.0002493055,0.00009898483,0.001381397,0.00004260581,0.00008801986,0.00007137874,0.003177994,0.000002293435,0.0000608636,0.0038428,0.9909273,0.00005704437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5277817,0.06812554,0.000003458451,0.01785717,0.005779627,0.0004167001,0.0000245468,0.000008813635,0.3800024],"genre_scores_gemma":[0.9839981,0.00008233066,0.00001203496,0.005575648,0.000713722,0.000002266558,6.72896e-7,0.00001073528,0.00960451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6883919,"threshold_uncertainty_score":0.4786999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913054276591291,"score_gpt":0.2155053988576461,"score_spread":0.1963748560917332,"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."}}