{"id":"W6911366816","doi":"10.5281/zenodo.11176594","title":"A Quick Start Guide for Combining Electronic and Instrumental Orchestration","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Orchestration; Troubleshooting; Key (lock); Work (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":[0.001189943,0.002004551,0.0008884379,0.002683922,0.001005439,0.003451035,0.001708365,0.0016264,0.2208774],"category_scores_gemma":[0.002975513,0.0009606585,0.0006853205,0.00172756,0.0008129253,0.002647924,0.001811463,0.002324053,0.1474776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004592107,"about_ca_system_score_gemma":0.001018771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656382,"about_ca_topic_score_gemma":0.004666416,"domain_scores_codex":[0.9994329,0.00013382,0.00006786624,0.00007026403,0.0002520729,0.00004304109],"domain_scores_gemma":[0.9984465,0.0006050364,0.00003917575,0.0002388656,0.0004787522,0.0001917005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000223745,0.000123066,0.0002005458,0.001357195,0.00002139331,0.0004904304,0.0007548101,0.001751819,0.0126449,0.03454891,0.501316,0.4465673],"study_design_scores_gemma":[0.00001999952,0.00004450228,0.0001995689,0.0001871955,0.000004038159,0.0003663992,0.0001104929,0.0007409696,0.001151955,0.006504418,0.9906484,0.0000220034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001173576,0.008454104,0.7402694,0.001243672,0.001912408,0.00154136,0.006598347,0.03736386,0.2014434],"genre_scores_gemma":[0.007918716,0.00515524,0.6585497,0.001084128,0.0004027486,0.001498606,0.006545305,0.01271322,0.3061325],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2208774,"threshold_uncertainty_score":0.7389084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768437212679677,"score_gpt":0.2518567015866228,"score_spread":0.224172329459826,"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."}}