{"id":"W2776657231","doi":"","title":"Indie-Pop Voice: How a Pharyngeal/Retracted Articulatory Setting May Be Driving a New Singing Style","year":2017,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Singing; Style (visual arts); Indie film; Speech recognition; Computer science; Acoustics; Art; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001245775,0.0003706255,0.0002727071,0.0007680152,0.001038806,0.003222539,0.0005446917,0.0008101909,0.003043976],"category_scores_gemma":[0.002999107,0.0001892273,0.0002619714,0.0004503753,0.002457428,0.001505163,0.001976859,0.0008376717,0.0006428129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003682009,"about_ca_system_score_gemma":0.0003128859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000890393,"about_ca_topic_score_gemma":0.001903172,"domain_scores_codex":[0.9993186,0.0001671116,0.00003813266,0.0001974652,0.0001973779,0.00008137071],"domain_scores_gemma":[0.999115,0.0003845911,0.0001745904,0.00009425553,0.0001357595,0.00009565477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001218327,0.0002946761,0.3721564,0.002127701,0.0002652726,0.01111437,0.1284996,0.0009403695,0.2018939,0.03707471,0.003739954,0.2406748],"study_design_scores_gemma":[0.00005218787,0.0007499807,0.7739941,0.0006989709,0.0002111923,0.02382942,0.09570511,0.003921053,0.02738234,0.01847869,0.05473678,0.0002403453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348791,0.003748955,0.017493,0.00136802,0.0002351359,0.0001189147,0.0002162349,0.00007913462,0.04186156],"genre_scores_gemma":[0.9946752,0.0004951732,0.002831792,0.0002350724,0.00005356748,0.00002187033,0.00006703161,0.00002312176,0.00159718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003222539,"threshold_uncertainty_score":0.0101831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044566391738065,"score_gpt":0.2737143422348344,"score_spread":0.2532686783174538,"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."}}