{"id":"W4315645269","doi":"10.1103/physrevlett.130.028401","title":"Rhythms from Two Competing Periodic Sources Embedded in an Excitable Medium","year":2023,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"Canadian Institutes of Health Research; Compute Canada; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Excitable medium; Cellular automaton; Optogenetics; Physics; Stimulus (psychology); Periodic boundary conditions; Statistical physics; Rhythm; Traveling wave; Boundary value problem; Classical mechanics; Neuroscience; Computer science; Mechanics; Mathematical analysis; Biology; Quantum mechanics; Mathematics; Acoustics; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001722314,0.0002521875,0.0003140701,0.0002340452,0.0003170249,0.0007323145,0.0004726122,0.0005400525,0.001280294],"category_scores_gemma":[0.0008520246,0.0002639309,0.0003287243,0.0001991093,0.0007071485,0.0006255821,0.0007307171,0.0004094646,0.0001776184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003360042,"about_ca_system_score_gemma":0.0001851045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004133311,"about_ca_topic_score_gemma":0.0004116281,"domain_scores_codex":[0.999886,0.00002340366,0.00000592487,0.00002819872,0.0000365142,0.00001989505],"domain_scores_gemma":[0.9996208,0.0001541668,0.00008526017,0.00003153535,0.00003394958,0.00007434985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005192747,0.0001307563,0.004166112,0.0002005074,0.0001385198,0.002432756,0.0009677054,0.1749894,0.6762981,0.1196003,0.0007803105,0.01977631],"study_design_scores_gemma":[0.0001166403,0.0002186042,0.003568287,0.00002272969,0.00004656425,0.0004915949,0.0002160677,0.9118604,0.04715252,0.03464518,0.0015922,0.00006911378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375093,0.0002179448,0.05695891,0.0002091813,0.00006990456,0.00002189824,0.00003785456,0.0000527457,0.004922342],"genre_scores_gemma":[0.9929884,0.00009703058,0.005495802,0.00002591106,0.00001447174,0.00001618656,0.00002308466,0.00001083431,0.001328303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001280294,"threshold_uncertainty_score":0.004283071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831891103276464,"score_gpt":0.3139328301183668,"score_spread":0.2756139190856022,"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."}}