{"id":"W4293236431","doi":"10.1163/27728641-00101004","title":"An Unpublished Illuminated Codex from Catalonia in the Vatican Library","year":2022,"lang":"en","type":"article","venue":"The Vatican Library Review","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalan; John Chrysostom; Art; Gospel; Quarter (Canadian coin); Patron saint; Fifteenth; Holy See; Portrait; Classics; History; SAINT; Art history; Literature; Philosophy; Humanities; Theology; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004347621,0.0002500086,0.0004925371,0.00008076186,0.0009748798,0.0003125808,0.001543066,0.00001724783,0.02715038],"category_scores_gemma":[0.00002648527,0.0001414992,0.0001329367,0.0003904843,0.0005364201,0.001373053,0.0004240447,0.0004982542,0.00006788223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006507094,"about_ca_system_score_gemma":0.0001262204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008999913,"about_ca_topic_score_gemma":0.0002156377,"domain_scores_codex":[0.9976423,0.0008132784,0.0005523656,0.0003220469,0.0003388734,0.0003311412],"domain_scores_gemma":[0.9984511,0.0003220961,0.0002108569,0.0009374676,0.00001503992,0.00006345862],"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":[0.00001907848,0.0001967825,0.0003806925,0.000282349,0.00005649011,0.00002419042,0.02337824,7.835288e-7,0.000001894822,0.4164647,0.5560653,0.003129402],"study_design_scores_gemma":[0.0001803336,0.0001145328,0.001147603,0.0002452135,0.00008862308,0.000003645609,0.005659445,0.00005437416,0.000001247606,0.001710877,0.9905688,0.0002253076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05453869,0.1819939,0.000001262945,0.1965692,0.001155989,0.002788671,0.001812185,0.0006351087,0.560505],"genre_scores_gemma":[0.8161972,0.01700452,0.0001628877,0.1364235,0.001386442,0.000932805,0.002980666,0.0002183758,0.02469364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7616585,"threshold_uncertainty_score":0.9737389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080860668658222,"score_gpt":0.205639225331482,"score_spread":0.1848306186448998,"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."}}