{"id":"W4392983894","doi":"10.32920/25412989.v1","title":"Vowel Content Influences Relative Pitch Perception in Vocal Melodies","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Melody; Vowel; Perception; Audiology; Psychology; Speech recognition; Pitch perception; Mathematics; Computer science; Musical; Medicine; Art; Neuroscience","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":[0.0002027023,0.0001435685,0.0001552046,0.0001956033,0.0001093841,0.000744721,0.0001101858,0.0002509029,0.002256443],"category_scores_gemma":[0.002378945,0.0001977416,0.0001159516,0.00007312307,0.0002463582,0.0003254939,0.000314298,0.0002343976,0.000239948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131804,"about_ca_system_score_gemma":0.0000799505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004448218,"about_ca_topic_score_gemma":0.0004438004,"domain_scores_codex":[0.9998585,0.00003789088,0.0000103251,0.00003516433,0.00004188495,0.000016187],"domain_scores_gemma":[0.9988187,0.0007295265,0.00016542,0.00004734654,0.0001145365,0.0001244594],"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":[0.0003995826,0.00001746498,0.003598287,0.00003284606,0.000008026461,0.00006154492,0.0001864028,0.0001073001,0.9901783,0.00007320561,0.0000178324,0.005319182],"study_design_scores_gemma":[0.0000729841,0.001371743,0.7911192,0.00003275895,0.00007423361,0.0004695469,0.0006152428,0.005380776,0.1995893,0.0006094076,0.0006297022,0.00003508407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981884,0.00006821551,0.0007970395,0.000009980412,0.000006297401,0.000003878762,0.00001158131,0.00001066818,0.000903903],"genre_scores_gemma":[0.9990867,0.00004728888,0.0005499792,0.000009275952,0.000003865863,0.000003305967,0.00002048119,0.00001363715,0.000265456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002256443,"threshold_uncertainty_score":0.007548571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05593299573440951,"score_gpt":0.2878146343494116,"score_spread":0.2318816386150021,"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."}}