{"id":"W4386513791","doi":"10.31234/osf.io/mcw5b","title":"Examining the cognitive and perceptual perspectives of music-to-language transfer: A study of Cantonese-English bilingual children","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Phonological awareness; Working memory; Perspective (graphical); Tone (literature); Perception; Cognition; Cognitive psychology; Linguistics; Computer science; Literacy","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":[0.0006929299,0.0007895872,0.0006414808,0.001057178,0.001280426,0.001186771,0.0003158133,0.0005302666,0.001658759],"category_scores_gemma":[0.001630828,0.0005342636,0.0003579042,0.0005717975,0.001051297,0.0006559804,0.0008164233,0.0006461608,0.0003773946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000825879,"about_ca_system_score_gemma":0.0009757762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03916169,"about_ca_topic_score_gemma":0.07631276,"domain_scores_codex":[0.9996272,0.0000557093,0.00002934078,0.00009696667,0.00007659014,0.0001141217],"domain_scores_gemma":[0.9990615,0.0002323534,0.0002478672,0.00005744594,0.0002023579,0.0001985206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000728491,0.001881975,0.7231743,0.0002646454,0.00006172118,0.007698425,0.1597247,0.0001409371,0.08209246,0.0004020756,0.0002472315,0.02358298],"study_design_scores_gemma":[0.00002656112,0.0006262776,0.9674163,0.00002347938,0.00003650588,0.001450477,0.02692685,0.0001414731,0.002442923,0.000119499,0.0007614014,0.00002820985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997024,0.00002910007,0.00001442272,0.000008522277,5.849106e-7,0.000003167886,0.0000119942,0.000001031199,0.0002286786],"genre_scores_gemma":[0.9990858,0.00008966633,0.0001635776,0.00002521946,0.000001852713,0.00001870375,0.00005424417,0.000003380956,0.0005575556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03916169,"threshold_uncertainty_score":0.07786745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08824389678900159,"score_gpt":0.3219365728668478,"score_spread":0.2336926760778463,"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."}}