{"id":"W6903476709","doi":"10.13021/mars/7826","title":"An Integration of Chinese Compositional Techniques with Western Musical Elements: A Stylistic Analysis of Huang An-Lun’s Selected Works","year":2021,"lang":"en","type":"other","venue":"George Mason University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Musical; Style (visual arts); China; Musical analysis; Music theory; Harmony (color); Musical composition; Western music; Focus (optics)","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":[0.0002117959,0.0004185968,0.0009845293,0.002418004,0.00007237325,0.0000304674,0.0004487352,0.000366248,0.002729898],"category_scores_gemma":[0.00002271676,0.0004123467,0.0001843289,0.004956455,0.0002291425,0.0002359564,0.0001080688,0.0003474278,0.000004375246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418661,"about_ca_system_score_gemma":0.0001760419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377447,"about_ca_topic_score_gemma":0.03256122,"domain_scores_codex":[0.9977642,0.0003841177,0.0003065839,0.0006573516,0.0006230526,0.0002646426],"domain_scores_gemma":[0.9976403,0.00005009271,0.0008155452,0.0006983917,0.0006476874,0.0001479701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004983839,0.00968245,0.7788988,0.0007175884,0.02319885,0.0006111061,0.002628484,0.0007509584,0.1621067,0.005785143,0.008162071,0.002474044],"study_design_scores_gemma":[0.004519855,0.002253409,0.9237962,0.003489635,0.01914844,0.00002775226,0.002746432,0.01636738,0.001924058,0.00003071867,0.02279909,0.002896986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122,0.00008187127,0.03380903,0.00001904237,0.00004791917,0.001000868,0.006989321,0.0007677415,0.04508423],"genre_scores_gemma":[0.9161201,0.00002456149,0.01961019,0.00001859782,0.00008155826,0.000003340772,0.03507905,0.0003605036,0.02870207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601826,"threshold_uncertainty_score":0.9998328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008671728451116934,"score_gpt":0.2514720428726135,"score_spread":0.2428003144214966,"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."}}