{"id":"W6980716777","doi":"","title":"Composing for the Intercultural Orchestra","year":2024,"lang":"en","type":"dissertation","venue":"Durham e-Theses (Durham University)","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intercultural communication; Transculturation; Variety (cybernetics); Identity (music); Guitar; Intercultural relations; Musical; Symphony; Craft","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"],"consensus_categories":[],"category_scores_codex":[0.00005698659,0.0004349269,0.0004802788,0.0003449034,0.0003383142,0.0001183203,0.0002951869,0.0002700591,0.000187301],"category_scores_gemma":[0.00005687871,0.0003043591,0.0007110468,0.0004227879,0.00009130639,0.0001312594,0.000055193,0.0004002099,0.0001369476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003605797,"about_ca_system_score_gemma":0.0002807935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001998342,"about_ca_topic_score_gemma":0.0002148106,"domain_scores_codex":[0.99854,0.00003273652,0.0002224705,0.0005388613,0.0002885227,0.0003773743],"domain_scores_gemma":[0.9987985,0.0002539502,0.0001367478,0.0004049731,0.0002102694,0.0001954858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07391139,0.01079324,0.01423571,0.04285178,0.0713329,0.02826717,0.08241837,0.0002637924,0.02343631,0.1238075,0.1747732,0.3539085],"study_design_scores_gemma":[0.00616509,0.001292132,0.01805094,0.004830136,0.01752916,0.0001985708,0.05213939,0.0007995344,0.00257354,0.0006534479,0.8943213,0.001446736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914305,0.005735423,0.00009851996,0.00156821,0.00278902,0.00354174,0.0005644072,0.0005244443,0.09374774],"genre_scores_gemma":[0.8078477,0.000624463,0.0001834721,0.0001245274,0.0003735304,0.00001552902,0.002423162,0.00009406597,0.1883135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7195481,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355540459299315,"score_gpt":0.2863395857349589,"score_spread":0.2627841811419658,"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."}}