{"id":"W2987957662","doi":"10.1386/jivs_00008_1","title":"Singing tone: Disability and pianistic voices","year":2019,"lang":"en","type":"article","venue":"Journal of Interdisciplinary Voice Studies","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Singing; Piano; Embodied cognition; Foregrounding; Aesthetics; Tone (literature); Intonation (linguistics); Lyricism; Musical expression; Musical; Natural (archaeology); Movement (music); Sensibility; Art; Communication; Psychology; Visual arts; Linguistics; History; Acoustics; Literature; Philosophy","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":[0.0006106942,0.0002999771,0.0002150581,0.0009208996,0.001542349,0.003335913,0.0003885266,0.0008745315,0.006327741],"category_scores_gemma":[0.00288198,0.00006911551,0.0001037352,0.0003444259,0.008038501,0.001110284,0.003876159,0.0008518018,0.0003698903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000639363,"about_ca_system_score_gemma":0.0003110651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349462,"about_ca_topic_score_gemma":0.001338728,"domain_scores_codex":[0.9993007,0.0002672441,0.00003101267,0.00007983761,0.0001991921,0.0001220623],"domain_scores_gemma":[0.9992117,0.000360383,0.0001412364,0.00005667592,0.00006995179,0.0001600005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004602624,0.0002853461,0.04794006,0.0006387363,0.00003799911,0.01123003,0.5554153,0.0003260874,0.01731641,0.1584919,0.007591427,0.2002664],"study_design_scores_gemma":[0.00004295042,0.0005535844,0.06831101,0.0007408852,0.00005328851,0.02739999,0.7332687,0.000674565,0.003660296,0.06984733,0.09536082,0.00008652119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8791164,0.002448959,0.002242885,0.004528784,0.0002576158,0.00002258998,0.00004968774,0.00003930016,0.1112939],"genre_scores_gemma":[0.9970182,0.0002605416,0.0001092288,0.0001065683,0.00003251006,0.00000545421,0.000005551334,0.000003095764,0.002458686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006327741,"threshold_uncertainty_score":0.02116841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305828554429414,"score_gpt":0.3358100560329591,"score_spread":0.302751770488665,"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."}}