{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009522893,0.001385682,0.0007329356,0.003112921,0.003537135,0.002996351,0.001694287,0.002836852,0.02699437],"category_scores_gemma":[0.001018516,0.0005613487,0.0003355366,0.005232194,0.003518416,0.008098865,0.001580793,0.002292337,0.003894687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00264091,"about_ca_system_score_gemma":0.001908941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03974885,"about_ca_topic_score_gemma":0.109472,"domain_scores_codex":[0.9997007,0.0001311394,0.00002214465,0.00003356487,0.00005472539,0.00005777177],"domain_scores_gemma":[0.9997234,0.0001285272,0.00003823761,0.00001111805,0.00004341657,0.00005531008],"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":[0.0002387443,0.00005366699,0.001589537,0.002154579,0.00004532102,0.000586946,0.01428632,0.0002391524,0.0004445141,0.04919824,0.7400307,0.1911323],"study_design_scores_gemma":[0.00003359419,0.00003107918,0.007451652,0.002684834,0.00002222177,0.0005831024,0.0141251,0.0001488231,0.0002916467,0.03331174,0.9412745,0.00004173956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001631712,0.9602485,0.0002137284,0.0250901,0.002917591,0.000009565316,0.0001438574,0.00002545936,0.009719493],"genre_scores_gemma":[0.05923184,0.8501163,0.001140515,0.007664018,0.008345826,0.00005377428,0.0004117679,0.00007572021,0.07296022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03974885,"threshold_uncertainty_score":0.09030521,"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."}}