{"id":"W7133213528","doi":"10.1017/s1355771825100654","title":"Notation strategies for effect pedals in the compositional process of <i>Étude n°1</i>","year":2025,"lang":"en","type":"article","venue":"Organised Sound","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Notation; Gesture; Improvisation; Musical notation; Process (computing); Workbench","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003154116,0.0000719945,0.000128466,0.00007211996,0.0001561123,0.00005881359,0.0004609241,0.00005248577,0.000002055299],"category_scores_gemma":[0.00004853458,0.00005114988,0.00003016604,0.0003634071,0.00008916594,0.0001419661,0.00004025085,0.00007595665,0.00000138609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000013646,"about_ca_system_score_gemma":0.00008763156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004811601,"about_ca_topic_score_gemma":0.00003559733,"domain_scores_codex":[0.9994469,0.00004988358,0.0001406336,0.0001473732,0.0001067127,0.000108494],"domain_scores_gemma":[0.9992277,0.0004758978,0.0000498372,0.0001763345,0.00006512775,0.000005103839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003064212,0.00009316542,0.004971788,0.0001591595,0.00003765034,0.00000173622,0.008627513,0.00006892954,0.004097218,0.9806415,0.000682714,0.0005879449],"study_design_scores_gemma":[0.001477885,0.0002972509,0.03711044,0.00005351222,0.0000280983,0.000004953158,0.002708157,0.0007999546,0.01021447,0.946831,0.0003163577,0.0001579269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6738344,0.00009126834,0.3222895,0.001417204,0.00009920694,0.0003208397,0.000003372861,0.00004874467,0.001895491],"genre_scores_gemma":[0.9979813,0.000001537574,0.001539692,0.0003677421,0.00001091292,0.00007650524,0.000003302697,0.000002013379,0.00001700213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3241469,"threshold_uncertainty_score":0.2085832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008713933277657644,"score_gpt":0.2873581066645556,"score_spread":0.278644173386898,"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."}}