{"id":"W4241448859","doi":"10.1086/ahr.115.4.1262b","title":"Collected Essays Scott McGill , Cristiana Sogno , and Edward Watts , editors. From the Tetrarchs to the Theodosians: Later Roman History and Culture, 284–450 C.E.<i>(Yale Classical Studies, number 34.)</i>New York : Cambridge University Press . 2010 . Pp. ix, 321. $95.00.","year":2010,"lang":"en","type":"article","venue":"The American Historical Review","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Print culture; History; Classics; Culture of the United States; Art history; Media studies; Theology; Art; Sociology; Philosophy; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001913003,0.00148988,0.001128233,0.004933781,0.002689188,0.003267338,0.001247776,0.001550003,0.02424388],"category_scores_gemma":[0.005234926,0.0006148847,0.0005830125,0.006969502,0.00217705,0.003514288,0.001164841,0.002011373,0.009673486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005922779,"about_ca_system_score_gemma":0.009062232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03626357,"about_ca_topic_score_gemma":0.08895259,"domain_scores_codex":[0.9989267,0.0004007529,0.00007975553,0.00009719191,0.0004029988,0.00009252676],"domain_scores_gemma":[0.9969621,0.001218848,0.0002116462,0.0000941664,0.001354769,0.0001584549],"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":[0.0000142459,0.000008733745,0.0001419275,0.0007700693,0.000009982452,0.0000292932,0.001056369,0.0000378736,0.00003226751,0.009031366,0.9504223,0.03844542],"study_design_scores_gemma":[0.000004056008,0.00000365491,0.0005177935,0.001326172,0.000008864122,0.00004715691,0.0005501262,0.000006817014,0.00001780095,0.001924571,0.9955891,0.000003831256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002679525,0.9426494,0.0001100557,0.02611838,0.006234228,0.00001012083,0.0001827262,0.00001287152,0.02441432],"genre_scores_gemma":[0.007569104,0.9013028,0.0004096832,0.007856195,0.007028455,0.00005125491,0.0003202122,0.0000397719,0.07542259],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03626357,"threshold_uncertainty_score":0.0811038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775380603539412,"score_gpt":0.2801524869134428,"score_spread":0.2423986808780487,"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."}}