{"id":"W964207904","doi":"","title":"Trials in the late Roman Republic: 149 BC to 50 BC","year":2019,"lang":"en","type":"book","venue":"UCL Discovery (University College London)","topic":"Classical Studies and Legal History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ancient history; History; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.001014359,0.0005037943,0.00140406,0.0004911179,0.0009202877,0.0002585723,0.001057606,0.0002564407,0.003234572],"category_scores_gemma":[0.0001174784,0.0004035243,0.0008209508,0.0001540004,0.0003851009,0.0008022652,0.0004948081,0.000762033,0.001100616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107662,"about_ca_system_score_gemma":0.0004247969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003539624,"about_ca_topic_score_gemma":0.03780057,"domain_scores_codex":[0.9972837,0.0004493317,0.0005105326,0.0006262453,0.0006000117,0.0005301759],"domain_scores_gemma":[0.9976438,0.0009771552,0.0004115624,0.0007377764,0.0001045699,0.0001251914],"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":[0.0002367311,0.00007319979,0.000005083852,0.00005167333,0.0001079463,0.0001231838,0.00696978,0.000005310209,5.220644e-7,0.396932,0.5952889,0.0002055956],"study_design_scores_gemma":[0.001027036,0.0002359787,0.0002042498,0.0001768289,0.000196311,0.000001746563,0.007216677,0.000009847848,1.112831e-7,0.00115537,0.9892204,0.0005554848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005124146,0.0004877673,0.00001060282,0.00464451,0.00189883,0.001497915,0.00273528,0.00007268053,0.9835283],"genre_scores_gemma":[0.003962838,0.0001418111,0.000007650279,0.001663028,0.0009948182,0.000005935725,0.0001782618,0.00004746192,0.9929982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3957767,"threshold_uncertainty_score":0.9998417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370029744956015,"score_gpt":0.2135994800550038,"score_spread":0.1765965055594023,"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."}}