{"id":"W7114780739","doi":"10.51678/2073-316x-2025-3-76-87","title":"The Unknown Fragment of an Italian Manuscript of the 14th Century from the State Tretyakov Gallery","year":2025,"lang":"","type":"article","venue":"Art Studies Journal","topic":"Vladimir Nabokov Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choir; Fragment (logic); Ivanovich; State (computer science); Quarter (Canadian coin); Statue","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000392856,0.0004621683,0.0002467854,0.001730433,0.002663659,0.002083291,0.0003621666,0.0006118101,0.01185629],"category_scores_gemma":[0.001714455,0.0001396063,0.0002205325,0.001224556,0.002376946,0.0007171377,0.00114152,0.001285877,0.002442878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587982,"about_ca_system_score_gemma":0.001149545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004327276,"about_ca_topic_score_gemma":0.01294817,"domain_scores_codex":[0.9997414,0.00006809676,0.0000144352,0.00005431244,0.00009092179,0.00003081045],"domain_scores_gemma":[0.9995297,0.0001983806,0.00005499077,0.00008115972,0.00009204155,0.00004367288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001031001,0.0001014281,0.005940849,0.001535649,0.00009917228,0.009658384,0.123153,0.0004906803,0.008958782,0.2198997,0.5245837,0.1045477],"study_design_scores_gemma":[0.000007999757,0.0000432318,0.01010245,0.0002759795,0.00001616789,0.0009909709,0.003072695,0.00007723679,0.00112983,0.001209825,0.9830572,0.00001640398],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.285962,0.02531223,0.006903239,0.02247697,0.03112764,0.0002481921,0.006367696,0.0006782952,0.6209237],"genre_scores_gemma":[0.6877188,0.005615481,0.00246899,0.001142361,0.008173314,0.0001139595,0.002930122,0.0009797332,0.2908573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01185629,"threshold_uncertainty_score":0.03966326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154428672613772,"score_gpt":0.3027414775611601,"score_spread":0.2811971908350224,"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."}}