{"id":"W2896928631","doi":"10.29173/cons10490","title":"Tragic Imagery of War in Roman Visual Culture","year":2011,"lang":"en","type":"article","venue":"Constellations","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Victory; Scope (computer science); Perspective (graphical); Spanish Civil War; Roman art; Perception; History; Art; Aesthetics; Law; Ancient history; Political science; Visual arts; Archaeology; Philosophy; Politics; Computer science; Epistemology","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":[0.0001384894,0.00004539328,0.000108605,0.00005211796,0.00014872,0.000004912562,0.00007599939,0.00004918341,0.0003707369],"category_scores_gemma":[0.0001548303,0.00004141484,0.00004436976,0.0002780553,0.0005327454,0.0000792935,0.00002719259,0.00006497164,0.00002749814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002070391,"about_ca_system_score_gemma":0.00005750463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003565356,"about_ca_topic_score_gemma":0.003800147,"domain_scores_codex":[0.9994543,0.00006422904,0.0001493541,0.00009145798,0.0001129261,0.0001278007],"domain_scores_gemma":[0.9997097,0.00009847793,0.00004418016,0.00005731082,0.00005358736,0.00003679181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001947307,0.0006535335,0.3768298,0.000033706,0.00006071003,0.00001732267,0.2670127,0.000006272831,0.001766942,0.3193552,0.0152496,0.01899468],"study_design_scores_gemma":[0.001176432,0.0002018443,0.5348588,0.0002020574,0.000113913,0.000003264981,0.1381954,0.0002701745,0.003101001,0.04145448,0.2796135,0.0008090931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3791502,0.0002105184,0.00005901773,0.0007425811,0.0001016714,0.0001389887,0.000004710512,0.00003490845,0.6195574],"genre_scores_gemma":[0.9976223,0.00007763713,0.0002897614,0.00002973929,0.00003955235,0.000002000732,0.000001067542,0.000002441386,0.001935509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.618472,"threshold_uncertainty_score":0.4059309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05646974520661119,"score_gpt":0.3299412463082071,"score_spread":0.273471501101596,"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."}}