{"id":"W4231058077","doi":"10.3138/utq.71.1.409","title":"Roman","year":2002,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001829428,0.00005463347,0.0001008555,0.00001130252,0.0002465368,0.000007784389,0.0001097653,0.00001439696,0.03409384],"category_scores_gemma":[5.504896e-7,0.00006111399,0.00006828367,0.000002991126,0.0001760576,0.000188295,0.000009076287,0.00002568714,0.0001599324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001335068,"about_ca_system_score_gemma":0.000002712165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02349347,"about_ca_topic_score_gemma":0.1222343,"domain_scores_codex":[0.9996889,0.000009652419,0.00005250453,0.00008608234,0.00006824054,0.00009461817],"domain_scores_gemma":[0.9997709,0.000007644269,0.00004312171,0.0001081732,0.00004177291,0.00002840792],"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":[0.00001205854,0.0001072187,0.00005576253,0.00001842051,0.00005392958,0.00001039146,0.3411997,9.090857e-8,0.00002059019,0.4192849,0.2153474,0.02388948],"study_design_scores_gemma":[0.0002164987,0.000241546,0.0004124712,0.00000505402,0.00001719097,3.214926e-7,0.0385795,0.00003679636,3.378565e-7,0.0000116657,0.9604066,0.00007203699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01346826,0.001107894,0.00001181204,0.0001918619,0.000232392,0.00003667642,0.00001161446,0.0000396575,0.9848998],"genre_scores_gemma":[0.9132698,0.00004906018,0.00006829741,0.00002365894,0.000123331,3.351433e-8,0.000001240897,0.000003965094,0.08646062],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8998016,"threshold_uncertainty_score":0.9830092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503437887125726,"score_gpt":0.1567095410192287,"score_spread":0.1416751621479714,"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."}}