{"id":"W2158349836","doi":"10.1016/j.jneumeth.2009.06.041","title":"Pulse-coupled neuron models as investigative tools for musical consonance","year":2009,"lang":"en","type":"article","venue":"Journal of Neuroscience Methods","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"General Dynamics (Canada); University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Consonance and dissonance; Nonlinear system; Robustness (evolution); Statistical physics; Computer science; Auditory system; Acoustics; Physics; Mathematics; Neuroscience; Psychology; Quantum mechanics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001611838,0.0002417362,0.0004291938,0.0002222825,0.0003162834,0.0003333654,0.0007384914,0.00007734566,0.000008039441],"category_scores_gemma":[0.01570205,0.0001899598,0.0002570415,0.0008031206,0.0004717077,0.001930536,0.00005825658,0.0004932653,0.000002572555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005237427,"about_ca_system_score_gemma":0.0002087781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001524203,"about_ca_topic_score_gemma":2.3541e-7,"domain_scores_codex":[0.9970123,0.0006229513,0.0006822314,0.0005649924,0.0006419399,0.000475567],"domain_scores_gemma":[0.9965035,0.002001227,0.0006919531,0.0002713739,0.0002227785,0.0003091723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001261292,0.00009418134,0.00000195471,0.000004557047,5.9114e-7,0.00004929875,0.00007573433,0.002431471,0.9425824,0.01307588,0.0001158062,0.04144201],"study_design_scores_gemma":[0.001016362,0.003879691,0.003995539,0.00004614592,0.00003097884,0.001071211,0.00002660237,0.4263503,0.387263,0.1702468,0.005713924,0.0003595249],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7519474,0.00002875908,0.2372924,0.006853821,0.002629892,0.0004726333,0.000009731272,0.00004410815,0.0007212679],"genre_scores_gemma":[0.9278275,0.00009037607,0.05008224,0.02139631,0.0002371185,0.000007688486,2.543311e-7,0.00002092366,0.00033762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5553194,"threshold_uncertainty_score":0.9925891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901501062704104,"score_gpt":0.4026087185174871,"score_spread":0.2124586122470767,"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."}}