{"id":"W2897639213","doi":"10.1121/1.5068287","title":"How different strings affect violin qualities","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Violin; Acoustics; Quality (philosophy); Set (abstract data type); Computer science; Sound (geography); Sound quality; Perception; Psychology; Physics","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":[0.001263293,0.0003032179,0.0002469596,0.0003473728,0.0003494365,0.002068998,0.0002964488,0.0007766096,0.008164465],"category_scores_gemma":[0.01738395,0.0001826828,0.0001869921,0.0002293081,0.0006030348,0.0008315306,0.0007625634,0.0005226942,0.0004579659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002686178,"about_ca_system_score_gemma":0.00009848764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005333989,"about_ca_topic_score_gemma":0.0005723722,"domain_scores_codex":[0.9988341,0.0004380667,0.0000892515,0.0001647174,0.0003472548,0.0001265915],"domain_scores_gemma":[0.9902837,0.006756159,0.001277436,0.0003460118,0.0005149342,0.0008217881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01440025,0.002999961,0.3378262,0.0006165464,0.0002176489,0.001404411,0.0117355,0.002153149,0.5665662,0.001413416,0.0008475072,0.0598192],"study_design_scores_gemma":[0.0001381569,0.002731323,0.976397,0.00003600874,0.0001104846,0.000356476,0.005720377,0.002467077,0.0100963,0.0006835542,0.001224111,0.00003920074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966582,0.0000300891,0.0004281472,0.00002841656,0.00001011253,0.00002501189,0.0000237567,0.000009415623,0.002786778],"genre_scores_gemma":[0.9980804,0.00003971141,0.000647684,0.0000338963,0.000005368055,0.00002189795,0.00005569544,0.00002010405,0.001095216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008164465,"threshold_uncertainty_score":0.02731287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846344397609836,"score_gpt":0.2579493453922603,"score_spread":0.2394859014161619,"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."}}