{"id":"W4224930793","doi":"10.1177/03057356221087444","title":"Building a mental toolbox: Relationships between strategy choice and sight-singing performance in higher education","year":2022,"lang":"en","type":"article","venue":"Psychology of Music","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Singing; Sight; Psychology; Musical; Toolbox; Music education; Cognitive psychology; Applied psychology; Pedagogy; Computer science; Visual arts","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":[0.002221039,0.0003763529,0.0002390793,0.001547628,0.0005951021,0.003233493,0.0007059762,0.0007699116,0.005076546],"category_scores_gemma":[0.01926374,0.0002942987,0.0003522903,0.0006931852,0.001668979,0.001641369,0.001909369,0.001330769,0.0005998188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007446617,"about_ca_system_score_gemma":0.0007638417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003603594,"about_ca_topic_score_gemma":0.004495495,"domain_scores_codex":[0.9985008,0.0005419218,0.0001468397,0.000242658,0.0003793962,0.0001884283],"domain_scores_gemma":[0.9783298,0.01024924,0.005725113,0.001094031,0.001178541,0.003423197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001725859,0.000953562,0.9619204,0.0000678321,0.0001076066,0.0001643861,0.009125637,0.0003972349,0.002029378,0.0008519399,0.0002527403,0.02395666],"study_design_scores_gemma":[0.000007965989,0.0002558845,0.9889081,0.0000399002,0.0000207146,0.0001110273,0.007745006,0.001134806,0.0003719652,0.0009812117,0.0003954132,0.00002790513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985468,0.00004171925,0.0002168776,0.00006342501,0.000001732577,0.000008238229,0.00001784707,0.000006030517,0.00109725],"genre_scores_gemma":[0.9992443,0.00004279544,0.0002920499,0.00001491043,0.000001440056,0.00001119244,0.00003504333,0.00000347984,0.000354744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005076546,"threshold_uncertainty_score":0.01698279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1764646245718429,"score_gpt":0.363687122533383,"score_spread":0.1872224979615401,"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."}}