{"id":"W2773822998","doi":"10.1177/0305735617745149","title":"Cognitive strategies in sight-singing: The development of an inventory for aural skills pedagogy","year":2017,"lang":"en","type":"article","venue":"Psychology of Music","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Université Laval","funders":"","keywords":"Singing; Psychology; Categorization; Cognition; Reading (process); Sight; Vocabulary; Cognitive psychology; Thematic analysis; Active listening; Communication; Qualitative research; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003772757,0.00009398054,0.000155612,0.0001105006,0.0002719724,0.00002646566,0.0005138768,0.00005619799,0.00003057777],"category_scores_gemma":[0.0003000202,0.00007182205,0.00003963184,0.000069686,0.0008347763,0.000333405,0.00005461298,0.0001004792,0.000004708041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009414917,"about_ca_system_score_gemma":0.0001293105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001085523,"about_ca_topic_score_gemma":0.0002435952,"domain_scores_codex":[0.9989521,0.00008992498,0.0002667613,0.000333084,0.0001345377,0.0002235722],"domain_scores_gemma":[0.9992279,0.0001191107,0.0002656644,0.0003211614,0.00003492714,0.00003118841],"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":[0.00007179919,0.0002770567,0.0007328084,0.00001574382,0.000001676629,0.000002754717,0.009895558,0.000003159899,0.9598853,0.0006070722,0.00004662926,0.02846046],"study_design_scores_gemma":[0.001923595,0.0004958902,0.7318153,0.00008707879,0.0000148633,0.00002039181,0.003309102,0.0001730606,0.255386,0.005497889,0.001051065,0.00022573],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954405,0.0000042232,0.0004268422,0.000244393,0.0006338502,0.0002864662,0.000005037508,0.00000978918,0.002948851],"genre_scores_gemma":[0.9989301,0.000004621417,0.0002076632,0.0007046312,0.00004466943,0.00003441957,0.000001285547,0.000007265036,0.00006535959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7310825,"threshold_uncertainty_score":0.3075768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489281489171985,"score_gpt":0.4343562832423253,"score_spread":0.2854281343251268,"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."}}