{"id":"W4408523857","doi":"10.32461/2226-3209.4.2024.322914","title":"Sopilka Repertoire in Ukraine Mid-XX – First Quarter of XXI Century: Features of Development and Functioning","year":2025,"lang":"en","type":"article","venue":"National Academy of Managerial Staff of Culture and Arts Herald","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Repertoire; Quarter (Canadian coin); Political science; Geography; Art; Archaeology; Literature","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":[0.0004917631,0.00009525284,0.0002056906,0.0001127636,0.00008010279,0.00001359694,0.0001359851,0.00009018043,0.0002961068],"category_scores_gemma":[0.00009591363,0.00007734144,0.00003288324,0.0002744805,0.000325146,0.0001879556,0.000152559,0.0001117278,8.803799e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000419861,"about_ca_system_score_gemma":0.00001734322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007366355,"about_ca_topic_score_gemma":0.00004704492,"domain_scores_codex":[0.9986736,0.00003045234,0.000345816,0.0002318302,0.0005887985,0.000129573],"domain_scores_gemma":[0.9996732,0.00005418405,0.0001574953,0.00004152698,0.00003425791,0.00003936283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002436093,0.002175928,0.01534341,0.002900609,0.0006789739,0.00001435348,0.03493787,0.005087091,0.3428972,0.1284882,0.3304884,0.1345518],"study_design_scores_gemma":[0.002418146,0.0001857337,0.1162574,0.0004598439,0.00002313572,0.000002941503,0.001397276,0.0001189461,0.06057701,0.004510663,0.8137941,0.0002548155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197996,0.001028743,0.00001835078,0.005028657,0.0001751779,0.0004951814,0.00005739056,0.00001087063,0.07338609],"genre_scores_gemma":[0.9956496,0.0001835773,0.00117726,0.00007667523,0.00002233061,0.000005684371,0.00001054872,0.000002956139,0.002871403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4833057,"threshold_uncertainty_score":0.3242162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303024974949702,"score_gpt":0.2583169080713931,"score_spread":0.2452866583218961,"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."}}