{"id":"W6980117089","doi":"","title":"Automatic classification of playing techniques in Guitar Pro songs","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Guitar; Feature (linguistics); Identification (biology); Key (lock)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00050573,0.001128573,0.0007181088,0.002398944,0.000308964,0.001091683,0.0008121677,0.001018964,0.003673263],"category_scores_gemma":[0.001541119,0.0001985591,0.0008399812,0.0009221604,0.0002171109,0.0006846589,0.0005922489,0.0006521875,0.005916768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002670048,"about_ca_system_score_gemma":0.0003119602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215511,"about_ca_topic_score_gemma":0.004800313,"domain_scores_codex":[0.9991399,0.00007435343,0.00005294688,0.0003677226,0.0002318161,0.0001331995],"domain_scores_gemma":[0.9992661,0.0002169412,0.00006402918,0.00009370749,0.0002913263,0.00006777213],"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":[0.0008453831,0.0002448378,0.01096161,0.0005759132,0.000103392,0.0004265913,0.0002048578,0.002356245,0.1640573,0.0003358925,0.01243378,0.8074542],"study_design_scores_gemma":[0.0003078153,0.001288151,0.2208719,0.0003116597,0.0004362963,0.003703948,0.001365846,0.4880152,0.2332111,0.001539425,0.04876753,0.0001811238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6999121,0.005129757,0.2276177,0.0004198178,0.00117176,0.0009110058,0.01313205,0.03282195,0.01888382],"genre_scores_gemma":[0.7218708,0.002071733,0.2187545,0.0002966505,0.0003460682,0.0004526625,0.03712358,0.0007883477,0.01829563],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003673263,"threshold_uncertainty_score":0.01228827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381073674261473,"score_gpt":0.2792254167367498,"score_spread":0.245414679994135,"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."}}