{"id":"W4377193360","doi":"10.5539/ies.v16n3p43","title":"Transmission of Yugu Folk Song Knowledge in Sunan County, Gansu Province, China","year":2023,"lang":"en","type":"article","venue":"International Education Studies","topic":"Linguistics and Cultural Studies","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Period (music); China; Folk song; Folk culture; Ethnic group; History; Naxi; Geography; Ancient history; Ethnology; Archaeology; Art; Anthropology; Literature; Visual arts; Sociology; Aesthetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009249116,0.0001826957,0.0001761019,0.0007673976,0.002490375,0.0008166804,0.0005337485,0.0002815287,0.001114595],"category_scores_gemma":[0.001076856,0.0001260391,0.00009972926,0.001121658,0.001629619,0.0004981438,0.001466887,0.0002640001,0.00002991924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003739477,"about_ca_system_score_gemma":0.005618158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09204292,"about_ca_topic_score_gemma":0.1964424,"domain_scores_codex":[0.9994428,0.0002323641,0.00002631766,0.00005457042,0.0000767711,0.0001672023],"domain_scores_gemma":[0.9994007,0.0002583708,0.00009982831,0.00002769841,0.00006268366,0.0001506505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007068551,0.00008998297,0.4361853,0.0003840798,0.00003386499,0.003533321,0.5098824,0.0001850366,0.002576086,0.00295509,0.001402475,0.04270159],"study_design_scores_gemma":[0.00001396801,0.00006970161,0.408985,0.0001351319,0.00002050873,0.0003474226,0.58336,0.0002494538,0.000326095,0.0003198599,0.006161173,0.00001170145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981571,0.0001251938,0.00003327908,0.0001822649,0.000002221087,0.000008777471,0.00001454724,0.000002039052,0.001474479],"genre_scores_gemma":[0.9994658,0.0000901756,0.00006224043,0.00002879864,6.557512e-7,0.00001072503,0.00001341157,3.546281e-7,0.0003278265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09204292,"threshold_uncertainty_score":0.1830143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07432372040962065,"score_gpt":0.362770280490611,"score_spread":0.2884465600809903,"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."}}