{"id":"W7117741728","doi":"10.31500/2309-8813.21.2025.345525","title":"CHARACTERISTICS OF VISUAL ART IN UKRAINIAN CULTURE IN THE FIRST QUARTER OF THE 21st CENTURY","year":2025,"lang":"uk","type":"article","venue":"Contemporary Art","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Quarter (Canadian coin); The arts; Visual culture; Cultural heritage; Contemporary art; Art world","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":[],"consensus_categories":[],"category_scores_codex":[0.0006181548,0.0002651887,0.0005106051,0.0001715094,0.00006999454,0.0001193918,0.001463085,0.0001474397,0.00001661747],"category_scores_gemma":[0.0001631421,0.0001653034,0.0001914697,0.001114675,0.0003389454,0.0005177464,0.0003819686,0.0004141216,0.00006103295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003155451,"about_ca_system_score_gemma":0.0003955958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002480567,"about_ca_topic_score_gemma":0.000106878,"domain_scores_codex":[0.9976796,0.0002692577,0.0009405047,0.0003904404,0.0004011906,0.0003190191],"domain_scores_gemma":[0.998508,0.0002784426,0.0003317484,0.0007348416,0.00009295813,0.00005401441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004049932,0.006216589,0.5839745,0.001658594,0.0001731264,0.0002128936,0.201003,0.000003546063,0.0005462784,0.07804739,0.1047122,0.02304692],"study_design_scores_gemma":[0.001114308,0.0004723879,0.2698881,0.001882437,0.00001363236,0.000005794719,0.002800982,0.0008456373,0.0004023882,0.0004535552,0.7218469,0.000273882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6202362,0.002225389,0.00008932445,0.02165917,0.004932303,0.001970307,0.0001357505,0.00004059538,0.348711],"genre_scores_gemma":[0.995979,0.0001099309,0.00001405534,0.002139805,0.00007699547,0.00002319468,0.00001722799,0.0000082258,0.001631566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6171347,"threshold_uncertainty_score":0.6740878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676279791708073,"score_gpt":0.2659329718032467,"score_spread":0.2491701738861659,"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."}}