{"id":"W1558263299","doi":"10.29173/cons18873","title":"Andrew Pettinger, The Republic in Danger: Drusus Libo and the Succession of Tiberius. Oxford: Oxford University Press, 2012. Pp. ix, 265. ISBN 978-0-19-960174-5. $99.00.","year":2013,"lang":"en","type":"article","venue":"Constellations","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ecological succession; Media studies; History; Economic history; Sociology; Biology; Botany","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":[0.0007182556,0.0001269021,0.0002480043,0.00005633309,0.001179868,0.0001231597,0.0003756705,0.0001047331,0.0002772899],"category_scores_gemma":[0.000609288,0.00008189325,0.00008185348,0.0004736022,0.0024161,0.0004688552,0.0003396944,0.0002245324,0.000004715657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005429574,"about_ca_system_score_gemma":0.0001605458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003026135,"about_ca_topic_score_gemma":0.003944397,"domain_scores_codex":[0.9984402,0.00045405,0.0002756358,0.000243133,0.0002911421,0.0002958457],"domain_scores_gemma":[0.9977212,0.001497264,0.0002164038,0.0002950732,0.000173666,0.00009639296],"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":[0.0001050216,0.0002375825,0.1186911,0.00008910189,0.0001600567,0.000006390778,0.03496073,0.00005791557,0.00006628041,0.3933857,0.3541475,0.09809271],"study_design_scores_gemma":[0.0005975425,0.00001305724,0.01532425,0.00004097209,0.00003618223,0.000001040657,0.008269989,0.0004551019,0.00001067926,0.001465131,0.9736648,0.0001212977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2715335,0.00899956,0.0001261472,0.1353555,0.0004690291,0.002121945,0.00005698673,0.0001460707,0.5811913],"genre_scores_gemma":[0.974126,0.006641182,0.0001189409,0.0002071616,0.0001289928,0.000009749966,0.00000654322,0.000009164529,0.01875231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7025925,"threshold_uncertainty_score":0.9074712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224183036771215,"score_gpt":0.2636767844050376,"score_spread":0.2412584807279161,"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."}}