{"id":"W4392376042","doi":"10.1038/s41562-023-01800-9","title":"Commonality and variation in mental representations of music revealed by a cross-cultural comparison of rhythm priors in 15 countries","year":2024,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; McMaster University; Western University","funders":"Co-creation place formation support program; New Zealand Government; Precursory Research for Embryonic Science and Technology; James S. McDonnell Foundation; Japan Society for the Promotion of Science; Arts and Humanities Research Council; Agencia Nacional de Investigación y Desarrollo; Max-Planck-Gesellschaft; Österreichischen Akademie der Wissenschaften; Royal Society Te Apārangi; Vetenskapsrådet; National Science Foundation","keywords":"Rhythm; Psychology; Cognition; Musical; Mental representation; Variation (astronomy); Cognitive psychology; Stimulus (psychology); Communication; Aesthetics; Art; Visual arts; Neuroscience","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":[0.001527982,0.00016366,0.0002822339,0.0006481307,0.0003082243,0.001295048,0.0002079196,0.0003172958,0.0006463529],"category_scores_gemma":[0.005578656,0.0002131046,0.000206064,0.0002977003,0.001800682,0.0004768287,0.001318742,0.0003181839,0.00007659165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335664,"about_ca_system_score_gemma":0.0001298997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003752767,"about_ca_topic_score_gemma":0.004309795,"domain_scores_codex":[0.9992224,0.0003517463,0.0000622261,0.00017829,0.0001090391,0.00007633158],"domain_scores_gemma":[0.9979235,0.0008308913,0.0004924056,0.0003776895,0.0002341956,0.0001412318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001513411,0.0001550816,0.7983285,0.00009816834,0.000697901,0.0003413223,0.1194566,0.0007216396,0.0551134,0.0008771259,0.0001440454,0.02255266],"study_design_scores_gemma":[0.00001562117,0.0001848402,0.9779226,0.00001357557,0.00004529176,0.0002204593,0.01902607,0.0004609197,0.001467017,0.0003557387,0.0002576399,0.00003031982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997887,0.000007375364,0.00007156548,0.000003007654,4.587631e-7,0.000001307388,0.000005808173,4.650561e-7,0.0001213638],"genre_scores_gemma":[0.9998584,0.000008188463,0.00007830012,0.000004615363,3.759486e-7,0.000002102462,0.00001725329,9.315659e-7,0.00002982798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003752767,"threshold_uncertainty_score":0.00808084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724436138324217,"score_gpt":0.4060050707972803,"score_spread":0.3587607094140381,"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."}}