{"id":"W2130436994","doi":"10.1111/tops.12017","title":"Singing Numbers… in Cognitive Space — A Dual‐Task Study of the Link Between Pitch, Space, and Numbers","year":2013,"lang":"en","type":"article","venue":"Topics in Cognitive Science","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"Engineering and Physical Sciences Research Council","keywords":"Automaticity; Stimulus (psychology); Pitch (Music); Singing; Psychology; Cognitive psychology; Cognition; Mathematics; Communication; Perception; Physics; Neuroscience; Acoustics","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":[0.0006763161,0.0004839095,0.0002568568,0.0006202926,0.0002053739,0.0004798001,0.0002007508,0.0003545369,0.001149321],"category_scores_gemma":[0.003263248,0.0003599528,0.0001143821,0.0001178839,0.0007291847,0.0004804284,0.0005245481,0.0004633832,0.0001830085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009197398,"about_ca_system_score_gemma":0.0001520825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007989164,"about_ca_topic_score_gemma":0.0008318068,"domain_scores_codex":[0.9997085,0.00005905996,0.00003064312,0.0001133513,0.00006771645,0.00002082477],"domain_scores_gemma":[0.99832,0.0007539836,0.000440887,0.0001719679,0.0001305974,0.0001824767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00676528,0.002594527,0.458755,0.0002841722,0.0001871319,0.001309065,0.007462959,0.0008050658,0.4273443,0.001135433,0.0004010877,0.09295604],"study_design_scores_gemma":[0.0002541235,0.004270215,0.9556454,0.00001379215,0.0000774512,0.002963842,0.0006880705,0.003302156,0.02973055,0.002065841,0.0009357142,0.00005267428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994953,0.00002822116,0.0002502037,0.00001004027,0.000002614942,0.000004935058,0.00001454723,0.000003349701,0.0001907023],"genre_scores_gemma":[0.9989604,0.00002723418,0.0006395641,0.00001483443,0.000007582425,0.000005797629,0.00003172254,0.000003452609,0.000309337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001149321,"threshold_uncertainty_score":0.003844857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522908092098505,"score_gpt":0.3400649027212754,"score_spread":0.2948358218002904,"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."}}