{"id":"W4205485147","doi":"10.1353/phx.2011.0034","title":"Eager to Be Roman: Greek Response to Roman Rule in Pontus and Bithynia by Jesper Majbom MadsenLives behind the Laws: The World of the Codex Hermogenianus by Serena Connolly","year":2011,"lang":"en","type":"article","venue":"Phoenix","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roman art; Classicism; Ancient history; Ruler; Roman Empire; Constitution; Classics; Settlement (finance); Law; Art; History; Humanities; Art history; Political science","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":[0.001269146,0.0002045614,0.0002885946,0.00006345479,0.000649988,0.00008435424,0.0008047062,0.00006971163,0.0002019864],"category_scores_gemma":[0.0005199206,0.0001093849,0.00009228056,0.0005612167,0.0009205838,0.0001024739,0.0004880681,0.0002380026,0.00002833459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006613292,"about_ca_system_score_gemma":0.00006509526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007188649,"about_ca_topic_score_gemma":0.1505804,"domain_scores_codex":[0.9975554,0.0008111188,0.0003098773,0.0003527933,0.0004881718,0.0004826651],"domain_scores_gemma":[0.9983718,0.0008695945,0.0001097337,0.000432805,0.00007000584,0.0001460656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00221777,0.0004611588,0.0312486,0.00001998423,0.0002115656,0.00004024232,0.5337073,0.000001777179,0.04984422,0.003580038,0.3704796,0.008187754],"study_design_scores_gemma":[0.0007026975,0.0001985736,0.3099415,0.00007776255,0.00006861822,0.000005102342,0.02002174,0.000006165485,0.009722955,0.001667995,0.6571676,0.0004193279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9089906,0.000376285,0.00000175011,0.08043217,0.0001443636,0.0006657774,0.0001529548,0.00002682788,0.009209233],"genre_scores_gemma":[0.9688607,0.00002886939,0.00005293878,0.003060476,0.00005724589,0.00005419096,9.935377e-7,0.00001850179,0.02786608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5136856,"threshold_uncertainty_score":0.9994226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033666690304395,"score_gpt":0.2770395607595898,"score_spread":0.2467028938565458,"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."}}