{"id":"W7053954651","doi":"","title":"Сопілковий репертуар в Україні середини ХХ – першої чверті ХХІ століть: особливості розвитку та функціонування","year":2025,"lang":"en","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Repertoire; Ukrainian; Musical; Quarter (Canadian coin); Period (music); Context (archaeology); Folklore; Novelty; Musical development","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007542776,0.0003777118,0.0005745537,0.0003555467,0.000517156,0.0003515418,0.000918983,0.0002221799,0.002676678],"category_scores_gemma":[0.0003351236,0.0003336049,0.0002657483,0.001363571,0.00128903,0.0001970248,0.0002860069,0.0004010838,0.0004615181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008198197,"about_ca_system_score_gemma":0.0001888744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005729523,"about_ca_topic_score_gemma":0.00004421848,"domain_scores_codex":[0.9969561,0.0000467103,0.0008948888,0.0007176183,0.0006098135,0.0007748829],"domain_scores_gemma":[0.9980335,0.0001322229,0.00008702041,0.001237281,0.0002302569,0.0002797449],"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":[0.0001037327,0.0008864494,0.0004034241,0.001811151,0.0003508599,0.00002532701,0.001901685,0.004563267,0.4030212,0.118642,0.3557228,0.1125681],"study_design_scores_gemma":[0.0007249081,0.00007577481,0.00101418,0.0001846065,0.00007546115,0.000005504398,0.0001835959,0.03387731,0.01667221,0.002851978,0.9437858,0.0005486368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7774785,0.009243369,0.009512824,0.009309269,0.003822092,0.001595824,0.0004665971,0.00144001,0.1871315],"genre_scores_gemma":[0.9746501,0.0001274271,0.002327273,0.0003298426,0.0001430578,0.0001273185,0.0000994065,0.00004624401,0.02214927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.588063,"threshold_uncertainty_score":0.9999116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004605716723815496,"score_gpt":0.2108109078525971,"score_spread":0.2062051911287816,"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."}}