{"id":"W2996102005","doi":"10.1016/j.neubiorev.2019.12.024","title":"Why do we move to the beat? A multi-scale approach, from physical principles to brain dynamics","year":2019,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; International Laboratory for Brain, Music and Sound Research","funders":"Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Entrainment (biomusicology); Rhythm; Neuroscience; Psychology; Perception; Computer science; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007932204,0.00135489,0.002809738,0.000365469,0.0005555882,0.0008714094,0.003711439,0.0003129937,0.00002461663],"category_scores_gemma":[0.001361468,0.0008148939,0.001399545,0.003054342,0.0003570116,0.0004165911,0.001519001,0.00131256,0.001179087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913664,"about_ca_system_score_gemma":0.0002084479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001030843,"about_ca_topic_score_gemma":0.00008730154,"domain_scores_codex":[0.9917355,0.0009595241,0.001398068,0.003414357,0.00127016,0.001222429],"domain_scores_gemma":[0.9956969,0.00008592287,0.0008637485,0.002611622,0.00006647314,0.0006753602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007283208,0.0004030618,0.000006677677,0.000749685,1.720907e-7,0.00001280869,0.0001215769,0.00002718073,0.003672217,0.0001869476,0.003022467,0.9917899],"study_design_scores_gemma":[0.0001149421,0.000316533,0.00002788476,0.00242563,0.0002552904,0.00004297393,0.0000150136,0.004116404,0.00001629152,0.00001158591,0.9917474,0.0009100389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000787892,0.9727399,0.004463512,0.0007698786,0.004539408,0.01436335,0.00188716,0.0002568171,0.0001920733],"genre_scores_gemma":[0.00004622608,0.982718,0.001072813,0.01234895,0.0004001115,0.001299087,0.00006376493,0.0001701695,0.001880896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9908799,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2274049245755739,"score_gpt":0.3912252691457339,"score_spread":0.1638203445701599,"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."}}