{"id":"W4413042890","doi":"10.5539/ach.v17n2p15","title":"Kunqu Opera Training be Beneficial to Contemporary Actor","year":2025,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stanislavski's system; Aesthetics; Opera; Feeling; Sociology; Visual arts; Convention; Art; Psychology; Social science; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.00004917979,0.0001284369,0.0001879734,0.00007702384,0.0003973576,0.00004304859,0.00008001371,0.0000428337,0.000477734],"category_scores_gemma":[0.000005322301,0.0001006017,0.00004995742,0.0000199249,0.0001364967,0.0001482802,0.0000320382,0.000115103,0.00003088246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005715361,"about_ca_system_score_gemma":0.0000791456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001861576,"about_ca_topic_score_gemma":0.002275915,"domain_scores_codex":[0.9994788,0.00001188338,0.0001288994,0.000167204,0.00006722033,0.0001460175],"domain_scores_gemma":[0.9997846,0.000008331031,0.0000230319,0.00009342292,0.00003911697,0.00005148822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003157406,0.0000170853,0.00006282004,0.00003173108,0.00005009289,0.000003475733,0.4125611,1.079292e-7,0.00006575945,0.1010117,0.4701614,0.01600311],"study_design_scores_gemma":[0.0001721982,0.00007539594,0.0002510507,0.00004573434,0.00001943535,6.254164e-7,0.0363282,5.113608e-7,0.00001145891,0.0001226646,0.962844,0.000128787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008794751,0.009124202,0.000002618009,0.002671554,0.001160496,0.000121595,0.00003045049,0.00006441038,0.9780299],"genre_scores_gemma":[0.8106376,0.00006815501,0.00002743573,0.00522268,0.0007736377,0.0000184104,0.00001426285,0.000008476738,0.1832293],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8018429,"threshold_uncertainty_score":0.5230852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0538880835167049,"score_gpt":0.2394093013474632,"score_spread":0.1855212178307583,"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."}}