{"id":"W3209760571","doi":"10.1177/00224294211049425","title":"Experiential and Cognitive Predictors of Sight-Singing Performance in Music Higher Education","year":2021,"lang":"en","type":"article","venue":"Journal of Research in Music Education","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Singing; Psychology; Sight; Reading (process); Cognition; Cognitive psychology; Rhythm; Musical; Audiology; Developmental psychology; Visual arts; Linguistics; Aesthetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029894,0.00007950552,0.0001492896,0.000932481,0.00009759801,0.00006863738,0.0001480673,0.00005272627,0.0001478276],"category_scores_gemma":[0.0007640806,0.00007578413,0.00003094317,0.001488116,0.0002536841,0.0008543813,0.00006194334,0.0004472356,0.000002284309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446456,"about_ca_system_score_gemma":0.001985923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002667054,"about_ca_topic_score_gemma":0.00001717678,"domain_scores_codex":[0.9979897,0.0004063005,0.0004121753,0.0002586465,0.000680711,0.0002525297],"domain_scores_gemma":[0.9988926,0.0002640803,0.0001948518,0.0001192273,0.0004319123,0.00009730141],"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":[0.00008401082,0.0009710028,0.0303694,0.0001163635,0.000001470001,0.00001476223,0.008909033,0.00001194012,0.9217856,0.0002986972,0.0004094084,0.03702833],"study_design_scores_gemma":[0.0008128628,0.0003763969,0.7652206,0.001580544,0.00001068442,0.0001864958,0.01353505,0.0001552544,0.2146348,0.0007266956,0.002601472,0.0001591036],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951828,0.0001490233,0.00000704096,0.00053418,0.002393197,0.0001606868,9.223864e-7,0.000002920928,0.001569295],"genre_scores_gemma":[0.9985354,0.0002443687,0.00006496019,0.0002463771,0.0004564304,0.00001780284,0.000001429198,0.00000831016,0.0004249552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7348512,"threshold_uncertainty_score":0.3522942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119913128332632,"score_gpt":0.4100576375805692,"score_spread":0.2901445092479371,"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."}}