{"id":"W4285618432","doi":"","title":"Using timbre changes in flute playing to enhance the perception of dynamics: a pilot study","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Flute; Timbre; Dynamics (music); Perception; Computer science; Acoustics; Speech recognition; Psychology; Art; Visual arts; Physics","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":[0.001594679,0.001150406,0.0009863154,0.0004278133,0.0007303109,0.000796355,0.000910632,0.001208413,0.006760975],"category_scores_gemma":[0.004472654,0.0004312679,0.0005041002,0.0002094134,0.0008646029,0.000609718,0.0007617464,0.0009226485,0.0008100172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007261,"about_ca_system_score_gemma":0.0005206254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313635,"about_ca_topic_score_gemma":0.001186178,"domain_scores_codex":[0.9994276,0.0001712159,0.00004842492,0.0001357922,0.0001042231,0.0001127977],"domain_scores_gemma":[0.9977313,0.001507596,0.00006536444,0.0001611817,0.000279293,0.0002552543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.06381244,0.08058733,0.007551083,0.002966066,0.0002817333,0.001313629,0.01771986,0.001092857,0.707578,0.0006742544,0.000837938,0.1155849],"study_design_scores_gemma":[0.02190165,0.6514156,0.1314624,0.0003605428,0.00158511,0.002462358,0.01280706,0.005940897,0.1584506,0.001357365,0.01197415,0.0002822682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956114,0.00007522208,0.002249176,0.00004948678,0.00005141592,0.000888792,0.000107611,0.00003714421,0.0009298592],"genre_scores_gemma":[0.9848535,0.0002594681,0.009288605,0.0001674249,0.00006707206,0.002060834,0.0001700032,0.00004003146,0.003093106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006760975,"threshold_uncertainty_score":0.02261776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015520211054142,"score_gpt":0.2823588430836306,"score_spread":0.2422036409730892,"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."}}