{"id":"W2082084897","doi":"10.1515/byzs.2010.022","title":"Vita Sancti Marciani Oeconomi","year":2010,"lang":"en","type":"article","venue":"Byzantinische Zeitschrift","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Silence; Biography; SAINT; Critical edition; Art; Capital (architecture); Classics; History; Performance art; Art history; Ancient history; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002942031,0.0003072228,0.0003769991,0.0001279908,0.000887172,0.0001973579,0.0003790632,0.0001072601,0.01504421],"category_scores_gemma":[0.000075323,0.0002739037,0.0002167707,0.00004024215,0.0005449487,0.0003179933,0.0001759427,0.0006195992,0.003120469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.155837e-8,"about_ca_system_score_gemma":0.0000672415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002793458,"about_ca_topic_score_gemma":0.004133787,"domain_scores_codex":[0.9983819,0.00002774771,0.0004081942,0.0004520786,0.0001856794,0.0005444181],"domain_scores_gemma":[0.9989389,0.00008748613,0.0001670403,0.0005301379,0.0001303202,0.0001461389],"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":[0.00002534429,0.00008259428,0.000741341,0.00002250508,0.00005097424,0.000008558192,0.002828562,1.240002e-7,0.0007103664,0.9309216,0.06126475,0.003343265],"study_design_scores_gemma":[0.0005090971,0.00008205616,0.001842259,0.00001064208,0.00003905664,0.000009147034,0.001035688,0.00001160757,0.000329287,0.000003208407,0.995728,0.0003999416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01670531,0.0003073935,0.000007412785,0.001694499,0.005003795,0.0001982428,0.00004910837,0.0002607519,0.9757735],"genre_scores_gemma":[0.9680227,0.00003490135,0.0003762481,0.001049578,0.003499434,0.00003174719,0.00001789036,0.00006505958,0.02690245],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9513174,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412963769962122,"score_gpt":0.2032522762232982,"score_spread":0.189122638523677,"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."}}