{"id":"W4387873537","doi":"10.1093/oxfordhb/9780190661960.013.17","title":"<i>Kunqu</i> from Analytical Perspectives","year":2023,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Melody; Linguistics; Set (abstract data type); Musical; Computer science; Cognitive science; Natural language processing; Art; Psychology; Philosophy; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007959719,0.0005627145,0.0002445805,0.00171835,0.00300979,0.002775735,0.0005177472,0.0005116467,0.004256235],"category_scores_gemma":[0.0005386876,0.0001711926,0.0002363604,0.001700953,0.00943669,0.002338843,0.0009726121,0.001350973,0.0002718281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005555468,"about_ca_system_score_gemma":0.001857493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007941772,"about_ca_topic_score_gemma":0.01745515,"domain_scores_codex":[0.9996434,0.0002030983,0.00001256098,0.00003948637,0.00006065942,0.00004074551],"domain_scores_gemma":[0.999835,0.00008613757,0.00001422369,0.0000196273,0.00003145694,0.00001349091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001003475,0.000006758082,0.0003089358,0.0001410533,0.000005149104,0.0001307161,0.02737657,0.0002215846,0.0005540549,0.9545393,0.002239785,0.01446596],"study_design_scores_gemma":[0.00001049092,0.00005860902,0.00548573,0.0005042866,0.00002933713,0.0004463643,0.03713771,0.00362274,0.001343919,0.3687773,0.5825551,0.00002842451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08696125,0.01499314,0.01152245,0.009020967,0.0004521742,0.00005443167,0.00007521435,0.00007261548,0.8768478],"genre_scores_gemma":[0.9163629,0.005922795,0.003917952,0.0006550074,0.0002100782,0.00006546377,0.00006639417,0.00004096594,0.07275841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007941772,"threshold_uncertainty_score":0.04030794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05145031125472945,"score_gpt":0.2504832110484608,"score_spread":0.1990328997937313,"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."}}