{"id":"W3166856514","doi":"10.6000/1929-4409.2021.10.16","title":"Contemporary Song Folklore of the Kazakhs of the South-West Zhetysu: The Experience of Musical and Regional Research","year":2021,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Folklore; Kazakh; Dance; Musical; History; Originality; French horn; Onomatopoeia; Poetry; Relevance (law); Literature; Geography; Anthropology; Art; Sociology; Linguistics; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004399853,0.00006521076,0.0002428742,0.00003958102,0.0002236381,0.00001464993,0.0004481727,0.00008398573,0.0002041617],"category_scores_gemma":[0.000556612,0.00003001443,0.0001224601,0.00001101952,0.008244292,0.00005472236,0.0004513787,0.0003711446,4.358593e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000129777,"about_ca_system_score_gemma":0.0001211249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006222008,"about_ca_topic_score_gemma":0.00002198555,"domain_scores_codex":[0.9987279,0.0004383007,0.0003567792,0.00009542118,0.0002754587,0.0001061079],"domain_scores_gemma":[0.9976299,0.0009568733,0.0003648982,0.00009621392,0.0009348692,0.00001721406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001672343,0.00009633539,0.01655787,0.00001081845,0.0002856639,0.00001674429,0.1375663,0.000002099764,0.0007573807,0.8424715,0.001645001,0.0004231248],"study_design_scores_gemma":[0.001721467,0.0006605362,0.5000122,0.0001623196,0.0001118257,0.0003184945,0.2116604,0.00001513988,0.001128229,0.2301257,0.05393995,0.0001438883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981285,0.001504014,0.00000330029,0.01326366,0.0007462987,0.0000497055,0.00001488905,0.00000109675,0.003131977],"genre_scores_gemma":[0.9988355,0.0001148217,0.00001044289,0.000613133,0.0002175755,0.000002344575,4.884034e-7,0.000002441427,0.0002032264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6123458,"threshold_uncertainty_score":0.9944547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4340129556776082,"score_gpt":0.3640262374390721,"score_spread":0.06998671823853608,"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."}}