{"id":"W3005851946","doi":"10.7554/elife.50476","title":"Overtone focusing in biphonic tuvan throat singing","year":2020,"lang":"en","type":"article","venue":"eLife","topic":"Music and Audio Processing","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Fields Institute for Research in Mathematical Sciences; York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Overtone; Singing; Throat; Audiology; Acoustics; Physics; Biology; Anatomy; Medicine; Astronomy; Spectral line","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007679321,0.000157979,0.0001714327,0.0002133647,0.0001829398,0.000264094,0.0002012487,0.0003160603,0.001283125],"category_scores_gemma":[0.0002419046,0.0001506297,0.0001311566,0.0000941705,0.0002617228,0.0001760204,0.0003437946,0.0001534266,0.0002323472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241878,"about_ca_system_score_gemma":0.00008607547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000412647,"about_ca_topic_score_gemma":0.0009735191,"domain_scores_codex":[0.9999604,0.000005896281,0.000002114807,0.0000108319,0.00001096079,0.000009681115],"domain_scores_gemma":[0.9999319,0.00002355384,0.00001740331,0.000008509086,0.000006188627,0.00001234674],"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":[0.00009882464,0.00001514538,0.001716695,0.00005827613,0.00001254844,0.0002447098,0.0001269094,0.001503751,0.9758272,0.0004029381,0.00007337884,0.01991957],"study_design_scores_gemma":[0.00005485512,0.001194447,0.2573302,0.00007857729,0.0001051587,0.003377449,0.0005642365,0.1078897,0.6152823,0.003798669,0.01022125,0.0001030787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777787,0.0004507821,0.01940397,0.00003945439,0.0000204359,0.0000107859,0.0000288828,0.0001503112,0.002116731],"genre_scores_gemma":[0.9941603,0.0001413186,0.004600943,0.00002527107,0.000007684856,0.00001160222,0.0000304809,0.00002385918,0.00099858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001283125,"threshold_uncertainty_score":0.004292548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563752166652494,"score_gpt":0.2362534778292922,"score_spread":0.2106159561627673,"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."}}